From e74ab4883cff4ff90e2e8dcf887c902bdc4cbcf4 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Tue, 5 Feb 2019 13:04:00 -0500 Subject: [PATCH 01/91] Add a skeleton for the macro expansion system. (#181) * Add a skeleton for the macro expansion system. * Add copyright lines. --- graphql_compiler/macros/__init__.py | 85 +++++++++++++++++++ .../macros/macro_edge/__init__.py | 42 +++++++++ 2 files changed, 127 insertions(+) create mode 100644 graphql_compiler/macros/__init__.py create mode 100644 graphql_compiler/macros/macro_edge/__init__.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py new file mode 100644 index 000000000..71c5f405c --- /dev/null +++ b/graphql_compiler/macros/__init__.py @@ -0,0 +1,85 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import namedtuple + +from .macro_edge import make_macro_edge_definition + + +MacroRegistry = namedtuple( + 'MacroRegistry', ( + 'macro_edges', # Dict[str, Dict[str, MacroEdgeDefinition]] mapping: + # class name -> (macro edge name -> MacroEdgeDefinition) + # Any other macro types we may add in the future go here. + ) +) + + +def create_macro_registry(): + """Create and return a new empty macro registry.""" + return MacroRegistry(macro_edges=dict()) + + +def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_args, + type_equivalence_hints=None): + """Add the new macro edge definition to the provided MacroRegistry object, mutating it. + + Args: + macro_registry: MacroRegistry object containing macro definitions, where the new macro edge + definition should be added. + schema: GraphQL schema object, created using the GraphQL library + macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded + macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge + requires in order to function. + type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. + Used as a workaround for GraphQL's lack of support for + inheritance across "types" (i.e. non-interfaces), as well as a + workaround for Gremlin's total lack of inheritance-awareness. + The key-value pairs in the dict specify that the "key" type + is equivalent to the "value" type, i.e. that the GraphQL type or + interface in the key is the most-derived common supertype + of every GraphQL type in the "value" GraphQL union. + Recursive expansion of type equivalence hints is not performed, + and only type-level correctness of this argument is enforced. + See README.md for more details on everything this parameter does. + ***** + Be very careful with this option, as bad input here will + lead to incorrect output queries being generated. + ***** + """ + class_name, macro_edge_name, macro_definition = make_macro_edge_definition( + schema, macro_edge_graphql, macro_edge_args, + type_equivalence_hints=type_equivalence_hints) + + # Ensure this new macro edge does not conflict with any previous definition. + macro_edges_for_class = macro_registry.macro_edges.get(class_name, dict()) + existing_definition = macro_edges_for_class.get(macro_edge_name, None) + + if existing_definition is not None: + raise AssertionError( + u'Attempting to redefine an already registered macro edge: ' + u'class {}, macro edge {}, new GraphQL definition {}, new args {}.' + .format(class_name, macro_edge_name, macro_edge_graphql, macro_edge_args)) + + # TODO(predrag): Write a more stringent check that makes sure that two types A and B, + # where A is a superclass of B, cannot define the same macro edge. + # Right now, both A and B can independently define a macro edge out_Foo, + # which would result in an illegal schema as B would be required to have + # two different definitions of the same out_Foo edge. + + macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_definition + + +def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_args): + """Return a new GraphQL query string and args, after expanding any encountered macros. + + Args: + schema: GraphQL schema object, created using the GraphQL library + macro_registry: MacroRegistry, the registry of macro definitions used for expansion + graphql_with_macro: string, GraphQL query that potentially requires macro expansion + graphql_args: dict mapping strings to any type, containing the arguments for the query + + Returns: + tuple (new_graphql_string, new_graphql_args) containing the rewritten GraphQL query and + its new args, after macro expansion. If the input GraphQL query contained no macros, + the returned values are guaranteed to be identical to the input query and args. + """ + raise NotImplementedError() diff --git a/graphql_compiler/macros/macro_edge/__init__.py b/graphql_compiler/macros/macro_edge/__init__.py new file mode 100644 index 000000000..e0af36a66 --- /dev/null +++ b/graphql_compiler/macros/macro_edge/__init__.py @@ -0,0 +1,42 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import namedtuple + + +MacroEdgeDefinition = namedtuple( + 'MacroEdgeDefinition', ( + 'expansion_ast', # GraphQL AST object defining how the macro edge should be expanded + 'macro_args', # Dict[str, Any] containing any arguments that the macro requires + ) +) + + +def make_macro_edge_definition(schema, macro_edge_graphql, macro_edge_args, + type_equivalence_hints=None): + """Validate the GraphQL macro edge definition, and return it in a form suitable for storage. + + Args: + schema: GraphQL schema object, created using the GraphQL library + macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded + macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge + requires in order to function. + type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. + Used as a workaround for GraphQL's lack of support for + inheritance across "types" (i.e. non-interfaces), as well as a + workaround for Gremlin's total lack of inheritance-awareness. + The key-value pairs in the dict specify that the "key" type + is equivalent to the "value" type, i.e. that the GraphQL type or + interface in the key is the most-derived common supertype + of every GraphQL type in the "value" GraphQL union. + Recursive expansion of type equivalence hints is not performed, + and only type-level correctness of this argument is enforced. + See README.md for more details on everything this parameter does. + ***** + Be very careful with this option, as bad input here will + lead to incorrect output queries being generated. + ***** + + Returns: + tuple (class name, macro edge name, MacroEdgeDefinition) suitable for inclusion into the + GraphQL macro registry + """ + raise NotImplementedError() From 06c672bd5c093ae0386f7766c2ebb02bbbbbd10e Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 6 Feb 2019 15:22:01 -0500 Subject: [PATCH 02/91] Add a few helpers for macro validation. (#183) * Add a few helpers for macro validation. Minor refactor of AST manipulation functions. * Add copyright lines. * Add more helpers, rename the file. * Fix imports. * Refactor and deduplicate code in get_only_selection_from_ast(). * Rebalance lines so they are under 100 chars. --- graphql_compiler/ast_manipulation.py | 29 +++++ .../compiler/compiler_frontend.py | 8 +- .../compiler/directive_helpers.py | 6 +- graphql_compiler/compiler/helpers.py | 20 --- graphql_compiler/exceptions.py | 4 + graphql_compiler/macros/macro_edge/helpers.py | 123 ++++++++++++++++++ 6 files changed, 162 insertions(+), 28 deletions(-) create mode 100644 graphql_compiler/ast_manipulation.py create mode 100644 graphql_compiler/macros/macro_edge/helpers.py diff --git a/graphql_compiler/ast_manipulation.py b/graphql_compiler/ast_manipulation.py new file mode 100644 index 000000000..221eee4fd --- /dev/null +++ b/graphql_compiler/ast_manipulation.py @@ -0,0 +1,29 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from graphql.language.ast import InlineFragment + +from .schema import TYPENAME_META_FIELD_NAME + + +def get_ast_field_name(ast): + """Return the normalized field name for the given AST node.""" + replacements = { + # We always rewrite the following field names into their proper underlying counterparts. + TYPENAME_META_FIELD_NAME: '@class' + } + base_field_name = ast.name.value + normalized_name = replacements.get(base_field_name, base_field_name) + return normalized_name + + +def get_ast_field_name_or_none(ast): + """Return the field name for the AST node, or None if the AST is an InlineFragment.""" + if isinstance(ast, InlineFragment): + return None + return get_ast_field_name(ast) + + +def get_human_friendly_ast_field_name(ast): + """Return a human-friendly name for the AST node, suitable for error messages.""" + if isinstance(ast, InlineFragment): + return 'type coercion to {}'.format(ast.type_condition) + return get_ast_field_name(ast) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 232cdf95b..5dbcc0702 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -69,6 +69,7 @@ import six from . import blocks, expressions +from ..ast_manipulation import get_ast_field_name from ..exceptions import GraphQLCompilationError, GraphQLParsingError, GraphQLValidationError from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES from .context_helpers import ( @@ -85,10 +86,9 @@ ) from .filters import process_filter_directive from .helpers import ( - FoldScopeLocation, Location, get_ast_field_name, get_edge_direction_and_name, - get_field_type_from_schema, get_uniquely_named_objects_by_name, get_vertex_field_type, - invert_dict, is_vertex_field_name, strip_non_null_from_type, validate_output_name, - validate_safe_string + FoldScopeLocation, Location, get_edge_direction_and_name, get_field_type_from_schema, + get_uniquely_named_objects_by_name, get_vertex_field_type, invert_dict, is_vertex_field_name, + strip_non_null_from_type, validate_output_name, validate_safe_string ) from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo diff --git a/graphql_compiler/compiler/directive_helpers.py b/graphql_compiler/compiler/directive_helpers.py index 45695bda3..ee664fc5a 100644 --- a/graphql_compiler/compiler/directive_helpers.py +++ b/graphql_compiler/compiler/directive_helpers.py @@ -4,12 +4,10 @@ from graphql.language.ast import InlineFragment import six +from ..ast_manipulation import get_ast_field_name, get_ast_field_name_or_none from ..exceptions import GraphQLCompilationError from .filters import is_filter_with_outer_scope_vertex_field_operator -from .helpers import ( - FilterOperationInfo, get_ast_field_name, get_ast_field_name_or_none, get_vertex_field_type, - is_vertex_field_type -) +from .helpers import FilterOperationInfo, get_vertex_field_type, is_vertex_field_type ALLOWED_DUPLICATED_DIRECTIVES = frozenset({'filter'}) diff --git a/graphql_compiler/compiler/helpers.py b/graphql_compiler/compiler/helpers.py index 78287044c..43eff3742 100644 --- a/graphql_compiler/compiler/helpers.py +++ b/graphql_compiler/compiler/helpers.py @@ -7,12 +7,10 @@ import funcy from graphql import GraphQLList, GraphQLNonNull, GraphQLString, is_type -from graphql.language.ast import InlineFragment from graphql.type.definition import GraphQLInterfaceType, GraphQLObjectType, GraphQLUnionType import six from ..exceptions import GraphQLCompilationError -from ..schema import TYPENAME_META_FIELD_NAME # These are the Java (OrientDB) representations of the ISO-8601 standard date and datetime formats. @@ -42,24 +40,6 @@ def get_only_element_from_collection(one_element_collection): return funcy.first(one_element_collection) -def get_ast_field_name(ast): - """Return the normalized field name for the given AST node.""" - replacements = { - # We always rewrite the following field names into their proper underlying counterparts. - TYPENAME_META_FIELD_NAME: '@class' - } - base_field_name = ast.name.value - normalized_name = replacements.get(base_field_name, base_field_name) - return normalized_name - - -def get_ast_field_name_or_none(ast): - """Return the field name for the AST node, or None if the AST is an InlineFragment.""" - if isinstance(ast, InlineFragment): - return None - return get_ast_field_name(ast) - - def get_field_type_from_schema(schema_type, field_name): """Return the type of the field in the given type, accounting for field name normalization.""" if field_name == '@class': diff --git a/graphql_compiler/exceptions.py b/graphql_compiler/exceptions.py index b09cbcb26..27f1a0703 100644 --- a/graphql_compiler/exceptions.py +++ b/graphql_compiler/exceptions.py @@ -11,6 +11,10 @@ class GraphQLValidationError(GraphQLError): """Exception raised when the provided GraphQL does not validate against the provided schema.""" +class GraphQLInvalidMacroError(GraphQLError): + """Exception raised when the provided GraphQL macro fails to adhere to macro requirements.""" + + class GraphQLCompilationError(GraphQLError): """Exception raised when the provided GraphQL cannot be compiled. diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py new file mode 100644 index 000000000..a7a48fda9 --- /dev/null +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -0,0 +1,123 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from copy import copy + +from graphql.language.ast import Field, InlineFragment, OperationDefinition, SelectionSet + +from ...ast_manipulation import get_human_friendly_ast_field_name +from ...exceptions import GraphQLInvalidMacroError + + +def _yield_ast_nodes_with_directives(ast): + """Get the AST objects where directives appear, anywhere in the given AST. + + Args: + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + + Returns: + Iterable[Tuple[AST object, Directive]], where each tuple describes an AST node together with + the directive it contains. If an AST node contains multiple directives, the AST node will be + returned as part of multiple tuples, in no particular order. + """ + for directive in ast.directives: + yield (ast, directive) + + if isinstance(ast, (Field, InlineFragment, OperationDefinition)): + if ast.selection_set is not None: + for sub_selection_set in ast.selection_set.selections: + # TODO(predrag): When we make the compiler py3-only, use a "yield from" here. + for entry in _yield_ast_nodes_with_directives(sub_selection_set): + yield entry + else: + raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) + + +def get_directives_for_ast(ast): + """Return a dict of directive name -> list of (ast, directive) where that directive is used. + + Args: + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + + Returns: + Dict[str, List[Tuple[AST object, Directive]]], allowing the user to find the instances + in this AST object where a directive with a given name appears; for each of those instances, + we record and return the AST object where the directive was applied, together with the AST + Directive object describing it together with any arguments that might have been supplied. + """ + result = {} + + for ast, directive in _yield_ast_nodes_with_directives(ast): + directive_name = directive.name.value + result.setdefault(directive_name, []).append((ast, directive)) + + return result + + +def get_only_selection_from_ast(ast): + """Return the selected sub-ast, ensuring that there is precisely one.""" + selections = [] if ast.selection_set is None else ast.selection_set.selections + + if len(selections) != 1: + ast_name = get_human_friendly_ast_field_name(ast) + if selections: + selection_names = [ + get_human_friendly_ast_field_name(selection_ast) + for selection_ast in selections + ] + raise GraphQLInvalidMacroError(u'Expected an AST with exactly one selection, but found ' + u'{} selections at AST node named {}: {}' + .format(len(selection_names), selection_names, ast_name)) + else: + ast_name = get_human_friendly_ast_field_name(ast) + raise GraphQLInvalidMacroError(u'Expected an AST with exactly one selection, but got ' + u'one with no selections. Error near AST node named: {}' + .format(ast_name)) + + return selections[0] + + +def remove_directives_from_ast(ast, directive_names_to_omit): + """Return a copy of the AST but with instances of the named directives omitted. + + Args: + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + directive_names_to_omit: set of strings describing the names of the directives to omit + + Returns: + GraphQL library AST object, equivalent to the input one, with all instances of + the named directives omitted. If the specified directives do not appear in the input AST, + the returned object is the exact same object as the input. + """ + if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): + return ast + + made_changes = False + + new_selections = None + if ast.selection_set is not None: + new_selections = [] + for selection_ast in ast.selection_set.selections: + new_selection_ast = remove_directives_from_ast(selection_ast, directive_names_to_omit) + + if selection_ast is not new_selection_ast: + # Since we did not get the exact same object as the input, changes were made. + # That means this call will also need to make changes and return a new object. + made_changes = True + + new_selections.append(new_selection_ast) + + directives_to_keep = [ + directive + for directive in ast.directives + if directive.name.value not in directive_names_to_omit + ] + if len(directives_to_keep) != len(ast.directives): + made_changes = True + + if not made_changes: + # We didn't change anything, return the original input object. + return ast + + new_ast = copy(ast) + new_ast.selection_set = SelectionSet(new_selections) + new_ast.directives = directives_to_keep + return new_ast From 11c6705744842a98d1b803321fac83b667aabab7 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Thu, 7 Feb 2019 16:49:12 -0500 Subject: [PATCH 03/91] Add a few core macro edge validation steps. (#186) * Add a few core macro edge validation steps. More to come. * Thanks, linter. * Update further validation list. * Applied code review suggestions. --- graphql_compiler/macros/__init__.py | 28 ++--- .../macros/macro_edge/__init__.py | 33 +++-- .../macros/macro_edge/directives.py | 34 ++++++ graphql_compiler/macros/macro_edge/helpers.py | 47 +++++++- .../macros/macro_edge/validation.py | 114 ++++++++++++++++++ 5 files changed, 230 insertions(+), 26 deletions(-) create mode 100644 graphql_compiler/macros/macro_edge/directives.py create mode 100644 graphql_compiler/macros/macro_edge/validation.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 71c5f405c..b846000d5 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,13 +1,13 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple -from .macro_edge import make_macro_edge_definition +from .macro_edge import make_macro_edge_descriptor MacroRegistry = namedtuple( 'MacroRegistry', ( - 'macro_edges', # Dict[str, Dict[str, MacroEdgeDefinition]] mapping: - # class name -> (macro edge name -> MacroEdgeDefinition) + 'macro_edges', # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + # class name -> (macro edge name -> MacroEdgeDescriptor) # Any other macro types we may add in the future go here. ) ) @@ -20,11 +20,11 @@ def create_macro_registry(): def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_args, type_equivalence_hints=None): - """Add the new macro edge definition to the provided MacroRegistry object, mutating it. + """Add the new macro edge descriptor to the provided MacroRegistry object, mutating it. Args: - macro_registry: MacroRegistry object containing macro definitions, where the new macro edge - definition should be added. + macro_registry: MacroRegistry object containing macro descriptors, where the new + macro edge descriptor should be added. schema: GraphQL schema object, created using the GraphQL library macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge @@ -45,27 +45,27 @@ def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_a lead to incorrect output queries being generated. ***** """ - class_name, macro_edge_name, macro_definition = make_macro_edge_definition( + class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( schema, macro_edge_graphql, macro_edge_args, type_equivalence_hints=type_equivalence_hints) - # Ensure this new macro edge does not conflict with any previous definition. + # Ensure this new macro edge does not conflict with any previous descriptor. macro_edges_for_class = macro_registry.macro_edges.get(class_name, dict()) - existing_definition = macro_edges_for_class.get(macro_edge_name, None) + existing_descriptor = macro_edges_for_class.get(macro_edge_name, None) - if existing_definition is not None: + if existing_descriptor is not None: raise AssertionError( u'Attempting to redefine an already registered macro edge: ' - u'class {}, macro edge {}, new GraphQL definition {}, new args {}.' + u'class {}, macro edge {}, new GraphQL descriptor {}, new args {}.' .format(class_name, macro_edge_name, macro_edge_graphql, macro_edge_args)) # TODO(predrag): Write a more stringent check that makes sure that two types A and B, # where A is a superclass of B, cannot define the same macro edge. # Right now, both A and B can independently define a macro edge out_Foo, # which would result in an illegal schema as B would be required to have - # two different definitions of the same out_Foo edge. + # two different descriptors for the same out_Foo edge. - macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_definition + macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_args): @@ -73,7 +73,7 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_ Args: schema: GraphQL schema object, created using the GraphQL library - macro_registry: MacroRegistry, the registry of macro definitions used for expansion + macro_registry: MacroRegistry, the registry of macro descriptors used for expansion graphql_with_macro: string, GraphQL query that potentially requires macro expansion graphql_args: dict mapping strings to any type, containing the arguments for the query diff --git a/graphql_compiler/macros/macro_edge/__init__.py b/graphql_compiler/macros/macro_edge/__init__.py index e0af36a66..48fd989c6 100644 --- a/graphql_compiler/macros/macro_edge/__init__.py +++ b/graphql_compiler/macros/macro_edge/__init__.py @@ -1,16 +1,12 @@ # Copyright 2019-present Kensho Technologies, LLC. -from collections import namedtuple +from graphql.language.parser import parse +from ...exceptions import GraphQLInvalidMacroError +from .helpers import get_directives_for_ast +from .validation import get_and_validate_macro_edge_info -MacroEdgeDefinition = namedtuple( - 'MacroEdgeDefinition', ( - 'expansion_ast', # GraphQL AST object defining how the macro edge should be expanded - 'macro_args', # Dict[str, Any] containing any arguments that the macro requires - ) -) - -def make_macro_edge_definition(schema, macro_edge_graphql, macro_edge_args, +def make_macro_edge_descriptor(schema, macro_edge_graphql, macro_edge_args, type_equivalence_hints=None): """Validate the GraphQL macro edge definition, and return it in a form suitable for storage. @@ -36,7 +32,22 @@ def make_macro_edge_definition(schema, macro_edge_graphql, macro_edge_args, ***** Returns: - tuple (class name, macro edge name, MacroEdgeDefinition) suitable for inclusion into the + tuple (class name, macro edge name, MacroEdgeDescriptor) suitable for inclusion into the GraphQL macro registry """ - raise NotImplementedError() + root_ast = parse(macro_edge_graphql) + + if len(root_ast.definitions) != 1: + raise GraphQLInvalidMacroError( + u'Encountered multiple definitions within GraphQL edge macro. This is not supported.' + u'{}'.format(root_ast.definitions)) + + definition_ast = root_ast.definitions[0] + + macro_directives = get_directives_for_ast(definition_ast) + + class_name, macro_edge_name, macro_edge_descriptor = get_and_validate_macro_edge_info( + schema, definition_ast, macro_directives, macro_edge_args, + type_equivalence_hints=type_equivalence_hints) + + return class_name, macro_edge_name, macro_edge_descriptor diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py new file mode 100644 index 000000000..e9cd3ec9c --- /dev/null +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -0,0 +1,34 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from graphql import DirectiveLocation, GraphQLDirective + + +MacroEdgeDirective = GraphQLDirective( + name='macro_edge', + locations=[ + DirectiveLocation.FIELD, + ] +) + + +MacroEdgeDefinitionDirective = GraphQLDirective( + name='macro_edge_definition', + locations=[ + DirectiveLocation.FIELD, + ] +) + + +MacroEdgeTargetDirective = GraphQLDirective( + name='macro_edge_target', + locations=[ + DirectiveLocation.FIELD, + DirectiveLocation.INLINE_FRAGMENT, + ] +) + + +MACRO_EDGE_DIRECTIVES = ( + MacroEdgeDirective, + MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective, +) diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index a7a48fda9..ef038211d 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -76,7 +76,7 @@ def get_only_selection_from_ast(ast): def remove_directives_from_ast(ast, directive_names_to_omit): - """Return a copy of the AST but with instances of the named directives omitted. + """Return an equivalent AST to the input, but with instances of the named directives omitted. Args: ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition @@ -121,3 +121,48 @@ def remove_directives_from_ast(ast, directive_names_to_omit): new_ast.selection_set = SelectionSet(new_selections) new_ast.directives = directives_to_keep return new_ast + + +def omit_ast_from_ast_selections(ast, ast_to_omit): + """Return an equivalent AST to the input, but with the specified AST omitted if it appears. + + Args: + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + ast_to_omit: GraphQL library AST object, the *exact same* object that should be omitted. + This function uses reference equality, since deep equality can get expensive. + + Returns: + GraphQL library AST object, equivalent to the input one, with all instances of + the specified AST omitted. If the specified AST does not appear in the input AST, + the returned object is the exact same object as the input. + """ + if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): + return ast + + if ast.selection_set is None: + return ast + + made_changes = False + + selections_to_keep = [] + for selection_ast in ast.selection_set.selections: + if selection_ast is ast_to_omit: + # Drop the current selection. + made_changes = True + else: + new_selection_ast = omit_ast_from_ast_selections(selection_ast, ast_to_omit) + if new_selection_ast is not selection_ast: + # The current selection contained the AST to omit, and was altered as a result. + made_changes = True + selections_to_keep.append(new_selection_ast) + + if not made_changes: + return ast + + new_ast = copy(ast) + if not selections_to_keep: + new_ast.selection_set = None + else: + new_ast.selection_set = SelectionSet(selections_to_keep) + + return new_ast diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py new file mode 100644 index 000000000..58fca54c9 --- /dev/null +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -0,0 +1,114 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import namedtuple + +from ...exceptions import GraphQLInvalidMacroError +from .directives import MacroEdgeDefinitionDirective, MacroEdgeDirective, MacroEdgeTargetDirective +from .helpers import get_only_selection_from_ast + + +MacroEdgeDescriptor = namedtuple( + 'MacroEdgeDescriptor', ( + 'expansion_ast', # GraphQL AST object defining how the macro edge should be expanded + 'macro_args', # Dict[str, Any] containing any arguments that the macro requires + ) +) + + +def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_args, + type_equivalence_hints=None): + """Return a tuple of ASTs with the three parts of a macro edge given the directive mapping. + + Args: + schema: GraphQL schema object, created using the GraphQL library + ast: GraphQL library AST OperationDefinition object, describing the GraphQL that is defining + the macro edge. + macro_directives: Dict[str, List[Tuple[AST object, Directive]]], mapping the name of an + encountered directive to a list of its appearances, each described by + a tuple containing the AST with that directive and the directive object + itself. + macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge + requires in order to function. + type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. + Used as a workaround for GraphQL's lack of support for + inheritance across "types" (i.e. non-interfaces), as well as a + workaround for Gremlin's total lack of inheritance-awareness. + The key-value pairs in the dict specify that the "key" type + is equivalent to the "value" type, i.e. that the GraphQL type or + interface in the key is the most-derived common supertype + of every GraphQL type in the "value" GraphQL union. + Recursive expansion of type equivalence hints is not performed, + and only type-level correctness of this argument is enforced. + See README.md for more details on everything this parameter does. + ***** + Be very careful with this option, as bad input here will + lead to incorrect output queries being generated. + ***** + + Returns: + tuple (class name for macro, name of macro edge, MacroEdgeDescriptor), + where the first two values are strings and the last one is a MacroEdgeDescriptor object + """ + if ast.directives is not None: + directive_names = [directive.name.value for directive in ast.directives] + raise GraphQLInvalidMacroError( + u'Unexpectedly found directives at the top level of the GraphQL input. ' + u'This is not supported. Directives: {}'.format(directive_names)) + + if ast.variable_definitions is not None: + raise GraphQLInvalidMacroError( + u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' + u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) + + unique_and_parameterless_directives_to_check = ( + MacroEdgeDirective, + MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective, + ) + macro_edge_sub_asts = {} + + for directive_definition in unique_and_parameterless_directives_to_check: + macro_data = macro_directives.get(directive_definition.name, None) + if not macro_data: + raise GraphQLInvalidMacroError( + u'Required macro edge directive "@{}" was not found anywhere within the supplied ' + u'macro edge definition GraphQL.'.format(directive_definition.name)) + + if len(macro_data) > 1: + raise GraphQLInvalidMacroError( + u'Required macro edge directive "@{}" was unexpectedly present more than once in ' + u'the supplied macro edge definition GraphQL. It was found {} times.' + .format(directive_definition.name, len(macro_data))) + + macro_ast, macro_directive = macro_data[0] + if macro_directive.arguments is not None: + raise GraphQLInvalidMacroError( + u'Required macro edge directive "@{}" unexpectedly contained arguments even though ' + u'it is not supposed to contain any. Unexpected arguments: {}' + .format(directive_definition.name, macro_directive.arguments)) + + macro_edge_sub_asts[directive_definition.name] = macro_ast + + # TODO(predrag): Required further validation: + # - the target directive AST is either the same as, or within the definition directive AST; + # - the macro edge directive AST is not within the definition directive AST; + # - the macro edge directive and the definition directive ASTs are directly within the + # top-level selection, and that selection contains no ASTs other than these two; + # - the macro edge directive AST contains no other directives; + # - the macro definition directive AST contains only @filter/@fold directives together with + # the target directive; + # - the macro edge does not shadow an existing edge; + # - after adding an output, the macro compiles successfully, the macro args and necessary and + # sufficient for the macro, and the macro args' types match the inferred types of the + # runtime parameters in the macro. + + class_name = get_only_selection_from_ast(ast).name.value + macro_edge_name = macro_edge_sub_asts[MacroEdgeDirective.name].name.value + + _make_macro_edge_descriptor() + + return class_name, macro_edge_name + + +def _make_macro_edge_descriptor(): + """Not implemented yet.""" + raise NotImplementedError() From 3259797de83de0b11040c2e44dfe5062beb9a14c Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 11 Feb 2019 14:31:38 -0500 Subject: [PATCH 04/91] Add more validation, together with the new 2-directive macro format. (#187) * Add more validation, together with the new 2-directive macro format. * Delint. * Delint. --- .../compiler/compiler_frontend.py | 4 +- graphql_compiler/compiler/filters.py | 5 +- graphql_compiler/compiler/helpers.py | 12 +- .../compiler/ir_lowering_match/utils.py | 3 +- .../macros/macro_edge/directives.py | 18 +- .../macros/macro_edge/validation.py | 155 ++++++++++++------ graphql_compiler/schema.py | 14 ++ 7 files changed, 143 insertions(+), 68 deletions(-) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 5dbcc0702..d90a2fddf 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -71,7 +71,7 @@ from . import blocks, expressions from ..ast_manipulation import get_ast_field_name from ..exceptions import GraphQLCompilationError, GraphQLParsingError, GraphQLValidationError -from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES +from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES, is_vertex_field_name from .context_helpers import ( get_context_fold_info, get_optional_scope_or_none, has_encountered_output_source, has_fold_count_filter, is_in_fold_innermost_scope, is_in_fold_scope, is_in_optional_scope, @@ -87,7 +87,7 @@ from .filters import process_filter_directive from .helpers import ( FoldScopeLocation, Location, get_edge_direction_and_name, get_field_type_from_schema, - get_uniquely_named_objects_by_name, get_vertex_field_type, invert_dict, is_vertex_field_name, + get_uniquely_named_objects_by_name, get_vertex_field_type, invert_dict, strip_non_null_from_type, validate_output_name, validate_safe_string ) from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo diff --git a/graphql_compiler/compiler/filters.py b/graphql_compiler/compiler/filters.py index 42ec89421..6542292af 100644 --- a/graphql_compiler/compiler/filters.py +++ b/graphql_compiler/compiler/filters.py @@ -7,9 +7,10 @@ from . import blocks, expressions from ..exceptions import GraphQLCompilationError, GraphQLValidationError +from ..schema import is_vertex_field_name from .helpers import ( - get_uniquely_named_objects_by_name, is_vertex_field_name, is_vertex_field_type, - strip_non_null_from_type, validate_safe_string + get_uniquely_named_objects_by_name, is_vertex_field_type, strip_non_null_from_type, + validate_safe_string ) from .metadata import FilterInfo diff --git a/graphql_compiler/compiler/helpers.py b/graphql_compiler/compiler/helpers.py index 43eff3742..513a167e5 100644 --- a/graphql_compiler/compiler/helpers.py +++ b/graphql_compiler/compiler/helpers.py @@ -11,6 +11,7 @@ import six from ..exceptions import GraphQLCompilationError +from ..schema import INBOUND_EDGE_FIELD_PREFIX, OUTBOUND_EDGE_FIELD_PREFIX, is_vertex_field_name # These are the Java (OrientDB) representations of the ISO-8601 standard date and datetime formats. @@ -19,9 +20,6 @@ VARIABLE_ALLOWED_CHARS = frozenset(six.text_type(string.ascii_letters + string.digits + '_')) -OUTBOUND_EDGE_FIELD_PREFIX = 'out_' -INBOUND_EDGE_FIELD_PREFIX = 'in_' - OUTBOUND_EDGE_DIRECTION = 'out' INBOUND_EDGE_DIRECTION = 'in' ALLOWED_EDGE_DIRECTIONS = frozenset({OUTBOUND_EDGE_DIRECTION, INBOUND_EDGE_DIRECTION}) @@ -96,14 +94,6 @@ def get_edge_direction_and_name(vertex_field_name): return edge_direction, edge_name -def is_vertex_field_name(field_name): - """Return True if the field's name indicates it is a non-root vertex field.""" - return ( - field_name.startswith(OUTBOUND_EDGE_FIELD_PREFIX) or - field_name.startswith(INBOUND_EDGE_FIELD_PREFIX) - ) - - def is_vertex_field_type(graphql_type): """Return True if the argument is a vertex field type, and False otherwise.""" # This will need to change if we ever support complex embedded types or edge field types. diff --git a/graphql_compiler/compiler/ir_lowering_match/utils.py b/graphql_compiler/compiler/ir_lowering_match/utils.py index 2441e7c31..1fc739592 100644 --- a/graphql_compiler/compiler/ir_lowering_match/utils.py +++ b/graphql_compiler/compiler/ir_lowering_match/utils.py @@ -4,12 +4,13 @@ import six +from ...schema import is_vertex_field_name from ..blocks import Filter from ..expressions import ( BinaryComposition, Expression, GlobalContextField, Literal, LocalField, NullLiteral, TrueLiteral, UnaryTransformation, ZeroLiteral ) -from ..helpers import Location, get_only_element_from_collection, is_vertex_field_name +from ..helpers import Location, get_only_element_from_collection def convert_coerce_type_to_instanceof_filter(coerce_type_block): diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index e9cd3ec9c..060a5c632 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -1,20 +1,30 @@ # Copyright 2019-present Kensho Technologies, LLC. -from graphql import DirectiveLocation, GraphQLDirective +from collections import OrderedDict + +from graphql import ( + DirectiveLocation, GraphQLArgument, GraphQLDirective, GraphQLNonNull, GraphQLString +) MacroEdgeDirective = GraphQLDirective( name='macro_edge', locations=[ DirectiveLocation.FIELD, - ] + ], ) MacroEdgeDefinitionDirective = GraphQLDirective( name='macro_edge_definition', + args=OrderedDict([ + ('name', GraphQLArgument( + type=GraphQLNonNull(GraphQLString), + description='Name of the filter operation to perform.', + )), + ]), locations=[ DirectiveLocation.FIELD, - ] + ], ) @@ -23,7 +33,7 @@ locations=[ DirectiveLocation.FIELD, DirectiveLocation.INLINE_FRAGMENT, - ] + ], ) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 58fca54c9..81b482bcb 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -1,11 +1,105 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple +from copy import copy +from itertools import chain +from graphql.validation import validate + +from ...ast_manipulation import get_ast_field_name, get_human_friendly_ast_field_name from ...exceptions import GraphQLInvalidMacroError -from .directives import MacroEdgeDefinitionDirective, MacroEdgeDirective, MacroEdgeTargetDirective +from ...schema import VERTEX_FIELD_PREFIXES, is_vertex_field_name +from .directives import MacroEdgeDefinitionDirective, MacroEdgeTargetDirective from .helpers import get_only_selection_from_ast +def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): + """Raise errors if the macro uses the macro directives incorrectly or is otherwise invalid.""" + if ast.directives is not None: + directive_names = [directive.name.value for directive in ast.directives] + raise GraphQLInvalidMacroError( + u'Unexpectedly found directives at the top level of the GraphQL input. ' + u'This is not supported. Directives: {}'.format(directive_names)) + + if ast.variable_definitions is not None: + raise GraphQLInvalidMacroError( + u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' + u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) + + required_macro_directives = (MacroEdgeDefinitionDirective, MacroEdgeTargetDirective) + + # pylint: disable=protected-access + schema_with_macro_directives = copy(schema) + schema_with_macro_directives._directives = list(chain( + schema_with_macro_directives._directives, required_macro_directives)) + # pylint: enable=protected-access + + validation_errors = validate(schema, ast) + if validation_errors: + raise GraphQLInvalidMacroError( + u'Macro edge failed validation: {}'.format(validation_errors)) + + for directive_definition in required_macro_directives: + macro_data = macro_directives.get(directive_definition.name, None) + if not macro_data: + raise GraphQLInvalidMacroError( + u'Required macro edge directive "@{}" was not found anywhere within the supplied ' + u'macro edge definition GraphQL.'.format(directive_definition.name)) + + if len(macro_data) > 1: + raise GraphQLInvalidMacroError( + u'Required macro edge directive "@{}" was unexpectedly present more than once in ' + u'the supplied macro edge definition GraphQL. It was found {} times.' + .format(directive_definition.name, len(macro_data))) + + +def _validate_class_selection_ast(ast, macro_defn_ast): + """Ensure that the macro's top-level selection AST adheres to our expectations.""" + directive_names = [ + directive.name.value + for directive in ast.directives + ] + unexpected_directives = [ + directive_name + for directive_name in directive_names + if directive_name != MacroEdgeDefinitionDirective.name + ] + if unexpected_directives: + raise GraphQLInvalidMacroError( + u'Found unexpected directives at the top level of the macro definition GraphQL: ' + u'{}'.format(unexpected_directives)) + + if ast is not macro_defn_ast: + raise GraphQLInvalidMacroError( + u'Expected to find the "@{}" directive at the top level of the macro definition ' + u'GraphQL (on the "{}" field), but instead found it on the "{}" field. This is ' + u'not allowed.'.format(MacroEdgeDefinitionDirective.name, + get_human_friendly_ast_field_name(ast), + get_human_friendly_ast_field_name(macro_defn_ast))) + + +def _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name): + """Ensure that the provided macro edge name is valid for the given class name.""" + # The macro edge must be a valid edge name. + if not is_vertex_field_name(macro_edge_name): + raise GraphQLInvalidMacroError( + u'The provided macro edge name "{}" is not valid, since it does not start with ' + u'the expected prefixes for vertex fields: {}' + .format(macro_edge_name, list(VERTEX_FIELD_PREFIXES))) + + # The macro edge must not have the same name as an existing edge on the class where it exists. + class_object = schema.get_type(class_name) + if macro_edge_name in class_object.fields: + raise GraphQLInvalidMacroError( + u'The provided macro edge name "{}" has the same name as an existing field on the ' + u'"{}" GraphQL type or interface. This is not allowed, please choose a different name.' + .format(macro_edge_name, class_name)) + + +# ############ +# Public API # +# ############ + + MacroEdgeDescriptor = namedtuple( 'MacroEdgeDescriptor', ( 'expansion_ast', # GraphQL AST object defining how the macro edge should be expanded @@ -16,7 +110,7 @@ def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_args, type_equivalence_hints=None): - """Return a tuple of ASTs with the three parts of a macro edge given the directive mapping. + """Return a tuple with the three parts of information that uniquely describe a macro edge. Args: schema: GraphQL schema object, created using the GraphQL library @@ -48,61 +142,26 @@ def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_a tuple (class name for macro, name of macro edge, MacroEdgeDescriptor), where the first two values are strings and the last one is a MacroEdgeDescriptor object """ - if ast.directives is not None: - directive_names = [directive.name.value for directive in ast.directives] - raise GraphQLInvalidMacroError( - u'Unexpectedly found directives at the top level of the GraphQL input. ' - u'This is not supported. Directives: {}'.format(directive_names)) + _validate_macro_ast_with_macro_directives(schema, ast, macro_directives) - if ast.variable_definitions is not None: - raise GraphQLInvalidMacroError( - u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' - u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) - - unique_and_parameterless_directives_to_check = ( - MacroEdgeDirective, - MacroEdgeDefinitionDirective, - MacroEdgeTargetDirective, - ) - macro_edge_sub_asts = {} - - for directive_definition in unique_and_parameterless_directives_to_check: - macro_data = macro_directives.get(directive_definition.name, None) - if not macro_data: - raise GraphQLInvalidMacroError( - u'Required macro edge directive "@{}" was not found anywhere within the supplied ' - u'macro edge definition GraphQL.'.format(directive_definition.name)) - - if len(macro_data) > 1: - raise GraphQLInvalidMacroError( - u'Required macro edge directive "@{}" was unexpectedly present more than once in ' - u'the supplied macro edge definition GraphQL. It was found {} times.' - .format(directive_definition.name, len(macro_data))) - - macro_ast, macro_directive = macro_data[0] - if macro_directive.arguments is not None: - raise GraphQLInvalidMacroError( - u'Required macro edge directive "@{}" unexpectedly contained arguments even though ' - u'it is not supposed to contain any. Unexpected arguments: {}' - .format(directive_definition.name, macro_directive.arguments)) - - macro_edge_sub_asts[directive_definition.name] = macro_ast + macro_defn_ast, macro_defn_directive = macro_directives[MacroEdgeDefinitionDirective.name][0] + # macro_target_ast, _ = macro_directives[MacroEdgeTargetDirective.name][0] # TODO(predrag): Required further validation: - # - the target directive AST is either the same as, or within the definition directive AST; - # - the macro edge directive AST is not within the definition directive AST; - # - the macro edge directive and the definition directive ASTs are directly within the - # top-level selection, and that selection contains no ASTs other than these two; - # - the macro edge directive AST contains no other directives; # - the macro definition directive AST contains only @filter/@fold directives together with # the target directive; - # - the macro edge does not shadow an existing edge; # - after adding an output, the macro compiles successfully, the macro args and necessary and # sufficient for the macro, and the macro args' types match the inferred types of the # runtime parameters in the macro. - class_name = get_only_selection_from_ast(ast).name.value - macro_edge_name = macro_edge_sub_asts[MacroEdgeDirective.name].name.value + class_ast = get_only_selection_from_ast(ast) + class_name = get_ast_field_name(class_ast) + + _validate_class_selection_ast(class_ast, macro_defn_ast) + + macro_edge_name = macro_defn_directive.arguments['name'].value + + _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name) _make_macro_edge_descriptor() diff --git a/graphql_compiler/schema.py b/graphql_compiler/schema.py index 2218e77f1..14df7e352 100644 --- a/graphql_compiler/schema.py +++ b/graphql_compiler/schema.py @@ -192,6 +192,20 @@ ) +OUTBOUND_EDGE_FIELD_PREFIX = 'out_' +INBOUND_EDGE_FIELD_PREFIX = 'in_' +VERTEX_FIELD_PREFIXES = frozenset({OUTBOUND_EDGE_FIELD_PREFIX, INBOUND_EDGE_FIELD_PREFIX}) + + +def is_vertex_field_name(field_name): + """Return True if the field's name indicates it is a non-root vertex field.""" + # N.B.: A vertex field is a field whose type is a vertex type. This is what edges are. + return ( + field_name.startswith(OUTBOUND_EDGE_FIELD_PREFIX) or + field_name.startswith(INBOUND_EDGE_FIELD_PREFIX) + ) + + def _unused_function(*args, **kwargs): """Must not be called. Placeholder for functions that are required but aren't used.""" raise NotImplementedError(u'The function you tried to call is not implemented, args / kwargs: ' From 690b435c4eebef5c51caba94a129e5d33a56fdad Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 11 Feb 2019 16:36:43 -0500 Subject: [PATCH 05/91] Test invalid edge macros (#188) * Add tests for expansion of invalid macros * Rename test class * Update copyright year --- .../tests/test_macro_expansion_errors.py | 175 ++++++++++++++++++ 1 file changed, 175 insertions(+) create mode 100644 graphql_compiler/tests/test_macro_expansion_errors.py diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py new file mode 100644 index 000000000..0e1081119 --- /dev/null +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -0,0 +1,175 @@ +# Copyright 2019-present Kensho Technologies, LLC. +import unittest + +from ..exceptions import GraphQLInvalidMacroError +from ..macros import create_macro_registry, register_macro_edge +from .test_helpers import get_schema + + +class MacroExpansionErrorsTests(unittest.TestCase): + def setUp(self): + """Disable max diff limits for all tests.""" + self.maxDiff = None + self.schema = get_schema() + self.macro_registry = create_macro_registry() + self.type_equivalence_hints = { + self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + } + + def test_edge_macro_missing_target(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf { + out_Animal_ParentOf { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_multiple_targets(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf @macro_edge_target { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_multiple_targets_2(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target @macro_edge_target { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_missing_definition(self): + query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_invalid_definition(self): + query = '''{ + Animal @macro_edge_definition { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_invalid_target_directive(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_AvailableFood_Invalid") { + out_Animal_LivesIn { + in_Entity_Related @macro_edge_target { + ... on Food { + uuid + } + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_invalid_no_op_1(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_Self") @macro_edge_target { + uuid + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_invalid_no_op_2(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_Filter") @macro_edge_target { + net_worth @filter(op_name: "=", value: ["$net_worth"]) + color @filter(op_name: "=", value: ["$color"]) + } + }''' + args = { + 'net_worth': 4, + 'color': 'green', + } + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_missing_args(self): + query = '''{ + Animal @macro_edge_definition { + net_worth @filter(op_name: "=", value: ["$net_worth"]) + color @filter(op_name: "=", value: ["$color"]) + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = { + 'net_worth': 4, + } + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_edge_macro_extra_args(self): + query = '''{ + Animal @macro_edge_definition { + net_worth @filter(op_name: "=", value: ["$net_worth"]) + color @filter(op_name: "=", value: ["$color"]) + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = { + 'net_worth': 4, + 'color': 'green', + 'asdf': 5 + } + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) From b1480b55e755c4d525b3acec03616047aa9b7e8f Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 11 Feb 2019 17:50:08 -0500 Subject: [PATCH 06/91] Bugfix for macro validation, and more validation checks. (#189) * Bugfix for macro validation. * Add another validation check, and a testcase for it. --- .../macros/macro_edge/validation.py | 12 ++++++- .../tests/test_macro_expansion_errors.py | 35 +++++++++++++------ 2 files changed, 36 insertions(+), 11 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 81b482bcb..3675acbad 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -3,6 +3,7 @@ from copy import copy from itertools import chain +from graphql.language.ast import OperationDefinition from graphql.validation import validate from ...ast_manipulation import get_ast_field_name, get_human_friendly_ast_field_name @@ -14,7 +15,16 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): """Raise errors if the macro uses the macro directives incorrectly or is otherwise invalid.""" - if ast.directives is not None: + if not isinstance(ast, OperationDefinition): + raise AssertionError(u'Unexpectedly got an AST that was not an OperationDefinition: {}' + .format(ast)) + + if ast.operation != 'query': + raise GraphQLInvalidMacroError( + u'Unexpectedly got an AST operation that was not parsed as a "query", ' + u'but instead was a "{}": {}'.format(ast.operation, ast)) + + if ast.directives: directive_names = [directive.name.value for directive in ast.directives] raise GraphQLInvalidMacroError( u'Unexpectedly found directives at the top level of the GraphQL input. ' diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 0e1081119..4529ff58b 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -16,7 +16,22 @@ def setUp(self): self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), } - def test_edge_macro_missing_target(self): + def test_bad_operation_type(self): + query = '''mutation { + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf { + out_Animal_ParentOf { + uuid + } + } + } + }''' + args = {} + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(self.macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_edge_missing_target(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { @@ -31,7 +46,7 @@ def test_edge_macro_missing_target(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_multiple_targets(self): + def test_macro_edge_multiple_targets(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf @macro_edge_target { @@ -46,7 +61,7 @@ def test_edge_macro_multiple_targets(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_multiple_targets_2(self): + def test_macro_edge_multiple_targets_2(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { @@ -61,7 +76,7 @@ def test_edge_macro_multiple_targets_2(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_missing_definition(self): + def test_macro_edge_missing_definition(self): query = '''{ Animal { out_Animal_ParentOf { @@ -76,7 +91,7 @@ def test_edge_macro_missing_definition(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_invalid_definition(self): + def test_macro_edge_invalid_definition(self): query = '''{ Animal @macro_edge_definition { out_Animal_ParentOf { @@ -91,7 +106,7 @@ def test_edge_macro_invalid_definition(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_invalid_target_directive(self): + def test_macro_edge_invalid_target_directive(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_AvailableFood_Invalid") { out_Animal_LivesIn { @@ -108,7 +123,7 @@ def test_edge_macro_invalid_target_directive(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_invalid_no_op_1(self): + def test_macro_edge_invalid_no_op_1(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_Self") @macro_edge_target { uuid @@ -119,7 +134,7 @@ def test_edge_macro_invalid_no_op_1(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_invalid_no_op_2(self): + def test_macro_edge_invalid_no_op_2(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_Filter") @macro_edge_target { net_worth @filter(op_name: "=", value: ["$net_worth"]) @@ -134,7 +149,7 @@ def test_edge_macro_invalid_no_op_2(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_missing_args(self): + def test_macro_edge_missing_args(self): query = '''{ Animal @macro_edge_definition { net_worth @filter(op_name: "=", value: ["$net_worth"]) @@ -153,7 +168,7 @@ def test_edge_macro_missing_args(self): register_macro_edge(self.macro_registry, self.schema, query, args, self.type_equivalence_hints) - def test_edge_macro_extra_args(self): + def test_macro_edge_extra_args(self): query = '''{ Animal @macro_edge_definition { net_worth @filter(op_name: "=", value: ["$net_worth"]) From 03f7d9a03bddaccccda21470db0ab02ef6c3d670 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 11 Feb 2019 18:39:12 -0500 Subject: [PATCH 07/91] Move test_macro_expansion_errors to test_macro_validation (#192) --- ...{test_macro_expansion_errors.py => test_macro_validation.py} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename graphql_compiler/tests/{test_macro_expansion_errors.py => test_macro_validation.py} (99%) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_validation.py similarity index 99% rename from graphql_compiler/tests/test_macro_expansion_errors.py rename to graphql_compiler/tests/test_macro_validation.py index 4529ff58b..6ca0d3925 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -6,7 +6,7 @@ from .test_helpers import get_schema -class MacroExpansionErrorsTests(unittest.TestCase): +class MacroValidationTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None From 302760a07aa7565e1d5f5d3e733498e6aceec44d Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 12 Feb 2019 11:29:14 -0500 Subject: [PATCH 08/91] Subclasses (#185) * Implement computing subclass_sets * Add tests for subclass * Add docs and fix lint * Address comments * Address comments * Remove unnecessary note * Restrict the definition of subclass * Remove union types from subclass logic * Avoid positional kwargs * Avoid passing kwargs positionally --- .../compiler/compiler_frontend.py | 4 ++ graphql_compiler/compiler/subclass.py | 59 +++++++++++++++++++ graphql_compiler/tests/test_subclass.py | 34 +++++++++++ 3 files changed, 97 insertions(+) create mode 100644 graphql_compiler/compiler/subclass.py create mode 100644 graphql_compiler/tests/test_subclass.py diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index d90a2fddf..85e081e0c 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -91,6 +91,7 @@ strip_non_null_from_type, validate_output_name, validate_safe_string ) from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo +from .subclass import compute_subclass_sets # LocationStackEntry contains the following: @@ -789,6 +790,9 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): # 'type_equivalence_hints_inverse' is the inverse of type_equivalence_hints, # which is always invertible. 'type_equivalence_hints_inverse': invert_dict(type_equivalence_hints), + # 'subclass_sets' is a dict mapping class names to the set of its subclass names + 'subclass_sets': compute_subclass_sets( + schema, type_equivalence_hints=type_equivalence_hints), } # Add the query root basic block to the output. diff --git a/graphql_compiler/compiler/subclass.py b/graphql_compiler/compiler/subclass.py new file mode 100644 index 000000000..f0891ced2 --- /dev/null +++ b/graphql_compiler/compiler/subclass.py @@ -0,0 +1,59 @@ +# Copyright 2017-present Kensho Technologies, LLC. +from graphql.type.definition import GraphQLObjectType, GraphQLUnionType +import six + + +def _add_transitive_closure(graph): + """Compute in-place the transitive closure of a reflexive graph represented as dict.""" + # Floyd-Warshall O(N^3) + for k, k_out in six.iteritems(graph): + for i, i_out in six.iteritems(graph): + for j, _ in six.iteritems(graph): + if k in i_out and j in k_out: + graph[i].add(j) + + +def compute_subclass_sets(schema, type_equivalence_hints=None): + """Return a dict mapping class names to the set of its subclass names. + + A class here means an object type or interface. + + B is a subclass of A if any of the following conditions hold: + - B is the same class as A + - A is an interface and B implements it + - A is equivalent to a union type (see type_equivalence_hints) and B is a member of it + - B is a subclass of C and C is a subclass of A + + Args: + schema: GraphQL schema object, obtained from the graphql library + type_equivalence_hints: optional dict of GraphQL type to equivalent GraphQL union + + Returns: + dict mapping class names to the set of its subclass names. + """ + if type_equivalence_hints is None: + type_equivalence_hints = {} + + # A class is a subclass of itself + subclass_set = { + classname: {classname} + for classname in six.iterkeys(schema.get_type_map()) + } + + # A class is a subclass of interfaces it implements + for classname, graphql_type in six.iteritems(schema.get_type_map()): + if isinstance(graphql_type, GraphQLObjectType): + for interface in graphql_type.interfaces: + subclass_set[interface.name].add(classname) + + # The base of the union is a superclass of other members + for graphql_type, equivalent_type in six.iteritems(type_equivalence_hints): + if isinstance(equivalent_type, GraphQLUnionType): + for subclass in equivalent_type.types: + subclass_set[graphql_type.name].add(subclass.name) + else: + raise AssertionError(u'Unexpected type {}'.format(type(equivalent_type))) + + # If B subclasses A, and C subclasses B, then C subclasses A + _add_transitive_closure(subclass_set) + return subclass_set diff --git a/graphql_compiler/tests/test_subclass.py b/graphql_compiler/tests/test_subclass.py new file mode 100644 index 000000000..cd9f37652 --- /dev/null +++ b/graphql_compiler/tests/test_subclass.py @@ -0,0 +1,34 @@ +# Copyright 2018-present Kensho Technologies, LLC. +import unittest + +from ..compiler.subclass import compute_subclass_sets +from .test_helpers import get_schema + + +class SubclassTests(unittest.TestCase): + """Ensure we correctly compute subclass sets.""" + + def setUp(self): + """Initialize the test schema once for all tests.""" + self.schema = get_schema() + + def test_compute_subclass_sets(self): + type_equivalence_hints = { + self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + } + + subclass_sets = compute_subclass_sets( + self.schema, type_equivalence_hints=type_equivalence_hints) + cases = [ + ('Entity', 'Entity', True), + ('Animal', 'Animal', True), + ('Animal', 'Entity', True), + ('Entity', 'Animal', False), + ('Species', 'Entity', True), + ('BirthEvent', 'Event', True), # Derived from the type_equivalence_hints + ] + for cls1, cls2, expected in cases: + is_subclass = cls1 in subclass_sets[cls2] + self.assertEqual(expected, is_subclass, + u'{} is subclass of {} evaluates to {}. Expected: {}' + .format(cls1, cls2, is_subclass, expected)) From 304a086ad8ae3bbb8fed8082e0d1f5144dc7783c Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Tue, 12 Feb 2019 11:29:31 -0500 Subject: [PATCH 09/91] Deduplicate parsing and validation code, fix a schema/type checking bug. (#193) * Deduplicate parsing and validation code, fix a schema/type checking bug. * Delint. --- graphql_compiler/ast_manipulation.py | 44 +++++++++++++- .../compiler/compiler_frontend.py | 24 ++------ graphql_compiler/macros/__init__.py | 8 ++- .../macros/macro_edge/__init__.py | 17 ++---- .../macros/macro_edge/validation.py | 57 +++++++++---------- 5 files changed, 85 insertions(+), 65 deletions(-) diff --git a/graphql_compiler/ast_manipulation.py b/graphql_compiler/ast_manipulation.py index 221eee4fd..36e5d2585 100644 --- a/graphql_compiler/ast_manipulation.py +++ b/graphql_compiler/ast_manipulation.py @@ -1,6 +1,9 @@ # Copyright 2019-present Kensho Technologies, LLC. -from graphql.language.ast import InlineFragment +from graphql.error import GraphQLSyntaxError +from graphql.language.ast import Document, InlineFragment +from graphql.language.parser import parse +from .exceptions import GraphQLParsingError from .schema import TYPENAME_META_FIELD_NAME @@ -27,3 +30,42 @@ def get_human_friendly_ast_field_name(ast): if isinstance(ast, InlineFragment): return 'type coercion to {}'.format(ast.type_condition) return get_ast_field_name(ast) + + +def _preprocess_graphql_string(graphql_string): + """Apply any necessary preprocessing to the input GraphQL string, returning the new version.""" + # HACK(predrag): Workaround for graphql-core issue, to avoid needless errors: + # https://github.com/graphql-python/graphql-core/issues/98 + return graphql_string + '\n' + + +def safe_parse_graphql(graphql_string): + """Return an AST representation of the given GraphQL input, avoiding known land mines.""" + graphql_string = _preprocess_graphql_string(graphql_string) + try: + ast = parse(graphql_string) + except GraphQLSyntaxError as e: + raise GraphQLParsingError(e) + + return ast + + +def get_only_query_definition(document_ast, desired_error_type): + """Assert that the Document AST contains only a single definition for a query, and return it.""" + if not isinstance(document_ast, Document) or not document_ast.definitions: + raise AssertionError(u'Received an unexpected value for "document_ast": {}' + .format(document_ast)) + + if len(document_ast.definitions) != 1: + raise desired_error_type( + u'Encountered multiple definitions within GraphQL input. This is not supported.' + u'{}'.format(document_ast.definitions)) + + definition_ast = document_ast.definitions[0] + if definition_ast.operation != 'query': + raise desired_error_type( + u'Expected a GraphQL document with a single query definition, but instead found a ' + u'but instead found a "{}" operation. This is not supported.' + .format(definition_ast.operation)) + + return definition_ast diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 85e081e0c..0e73eca6a 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -62,15 +62,13 @@ from graphql import ( GraphQLInt, GraphQLInterfaceType, GraphQLList, GraphQLObjectType, GraphQLUnionType ) -from graphql.error import GraphQLSyntaxError from graphql.language.ast import Field, InlineFragment -from graphql.language.parser import parse from graphql.validation import validate import six from . import blocks, expressions -from ..ast_manipulation import get_ast_field_name -from ..exceptions import GraphQLCompilationError, GraphQLParsingError, GraphQLValidationError +from ..ast_manipulation import get_ast_field_name, get_only_query_definition, safe_parse_graphql +from ..exceptions import GraphQLCompilationError, GraphQLValidationError from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES, is_vertex_field_name from .context_helpers import ( get_context_fold_info, get_optional_scope_or_none, has_encountered_output_source, @@ -894,13 +892,6 @@ def _compile_output_step(outputs): return blocks.ConstructResult(output_fields) -def _preprocess_graphql_string(graphql_string): - """Apply any necessary preprocessing to the input GraphQL string, returning the new version.""" - # HACK(predrag): Workaround for graphql-core issue, to avoid needless errors: - # https://github.com/graphql-python/graphql-core/issues/98 - return graphql_string + '\n' - - def _validate_schema_and_ast(schema, ast): """Validate the supplied graphql schema and ast. @@ -1022,20 +1013,13 @@ def graphql_to_ir(schema, graphql_string, type_equivalence_hints=None): In the case of implementation bugs, could also raise ValueError, TypeError, or AssertionError. """ - graphql_string = _preprocess_graphql_string(graphql_string) - try: - ast = parse(graphql_string) - except GraphQLSyntaxError as e: - raise GraphQLParsingError(e) + ast = safe_parse_graphql(graphql_string) validation_errors = _validate_schema_and_ast(schema, ast) if validation_errors: raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) - if len(ast.definitions) != 1: - raise AssertionError(u'Unsupported graphql string with multiple definitions, should have ' - u'been caught in validation: \n{}\n{}'.format(graphql_string, ast)) - base_ast = ast.definitions[0] + base_ast = get_only_query_definition(ast, GraphQLValidationError) return _compile_root_ast_to_ir(schema, base_ast, type_equivalence_hints=type_equivalence_hints) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index b846000d5..4d3bc49a0 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,6 +1,8 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple +from ..ast_manipulation import get_only_query_definition, safe_parse_graphql +from ..exceptions import GraphQLInvalidMacroError from .macro_edge import make_macro_edge_descriptor @@ -82,4 +84,8 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_ its new args, after macro expansion. If the input GraphQL query contained no macros, the returned values are guaranteed to be identical to the input query and args. """ - raise NotImplementedError() + query_ast = safe_parse_graphql(graphql_with_macro) + + definition_ast = get_only_query_definition(query_ast, GraphQLInvalidMacroError) + + raise NotImplementedError(definition_ast) diff --git a/graphql_compiler/macros/macro_edge/__init__.py b/graphql_compiler/macros/macro_edge/__init__.py index 48fd989c6..2f46a7aa7 100644 --- a/graphql_compiler/macros/macro_edge/__init__.py +++ b/graphql_compiler/macros/macro_edge/__init__.py @@ -1,8 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. -from graphql.language.parser import parse - +from ...ast_manipulation import get_only_query_definition, safe_parse_graphql from ...exceptions import GraphQLInvalidMacroError -from .helpers import get_directives_for_ast from .validation import get_and_validate_macro_edge_info @@ -35,19 +33,12 @@ def make_macro_edge_descriptor(schema, macro_edge_graphql, macro_edge_args, tuple (class name, macro edge name, MacroEdgeDescriptor) suitable for inclusion into the GraphQL macro registry """ - root_ast = parse(macro_edge_graphql) - - if len(root_ast.definitions) != 1: - raise GraphQLInvalidMacroError( - u'Encountered multiple definitions within GraphQL edge macro. This is not supported.' - u'{}'.format(root_ast.definitions)) - - definition_ast = root_ast.definitions[0] + root_ast = safe_parse_graphql(macro_edge_graphql) - macro_directives = get_directives_for_ast(definition_ast) + definition_ast = get_only_query_definition(root_ast, GraphQLInvalidMacroError) class_name, macro_edge_name, macro_edge_descriptor = get_and_validate_macro_edge_info( - schema, definition_ast, macro_directives, macro_edge_args, + schema, definition_ast, macro_edge_args, type_equivalence_hints=type_equivalence_hints) return class_name, macro_edge_name, macro_edge_descriptor diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 3675acbad..a8ed73e74 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -3,27 +3,19 @@ from copy import copy from itertools import chain -from graphql.language.ast import OperationDefinition from graphql.validation import validate from ...ast_manipulation import get_ast_field_name, get_human_friendly_ast_field_name from ...exceptions import GraphQLInvalidMacroError from ...schema import VERTEX_FIELD_PREFIXES, is_vertex_field_name -from .directives import MacroEdgeDefinitionDirective, MacroEdgeTargetDirective -from .helpers import get_only_selection_from_ast +from .directives import ( + MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective +) +from .helpers import get_directives_for_ast, get_only_selection_from_ast, remove_directives_from_ast def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): """Raise errors if the macro uses the macro directives incorrectly or is otherwise invalid.""" - if not isinstance(ast, OperationDefinition): - raise AssertionError(u'Unexpectedly got an AST that was not an OperationDefinition: {}' - .format(ast)) - - if ast.operation != 'query': - raise GraphQLInvalidMacroError( - u'Unexpectedly got an AST operation that was not parsed as a "query", ' - u'but instead was a "{}": {}'.format(ast.operation, ast)) - if ast.directives: directive_names = [directive.name.value for directive in ast.directives] raise GraphQLInvalidMacroError( @@ -43,7 +35,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): schema_with_macro_directives._directives, required_macro_directives)) # pylint: enable=protected-access - validation_errors = validate(schema, ast) + validation_errors = validate(schema_with_macro_directives, ast) if validation_errors: raise GraphQLInvalidMacroError( u'Macro edge failed validation: {}'.format(validation_errors)) @@ -112,13 +104,16 @@ def _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name MacroEdgeDescriptor = namedtuple( 'MacroEdgeDescriptor', ( - 'expansion_ast', # GraphQL AST object defining how the macro edge should be expanded - 'macro_args', # Dict[str, Any] containing any arguments that the macro requires + 'expansion_selection_set', # GraphQL SelectionSet object defining how the macro edge + # should be expanded starting from its base type. These + # selections must be merged (on both endpoints of the + # macro edge) with the user-supplied GraphQL input. + 'macro_args', # Dict[str, Any] containing any arguments required by the macro ) ) -def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_args, +def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, type_equivalence_hints=None): """Return a tuple with the three parts of information that uniquely describe a macro edge. @@ -126,10 +121,6 @@ def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_a schema: GraphQL schema object, created using the GraphQL library ast: GraphQL library AST OperationDefinition object, describing the GraphQL that is defining the macro edge. - macro_directives: Dict[str, List[Tuple[AST object, Directive]]], mapping the name of an - encountered directive to a list of its appearances, each described by - a tuple containing the AST with that directive and the directive object - itself. macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. @@ -152,6 +143,8 @@ def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_a tuple (class name for macro, name of macro edge, MacroEdgeDescriptor), where the first two values are strings and the last one is a MacroEdgeDescriptor object """ + macro_directives = get_directives_for_ast(ast) + _validate_macro_ast_with_macro_directives(schema, ast, macro_directives) macro_defn_ast, macro_defn_directive = macro_directives[MacroEdgeDefinitionDirective.name][0] @@ -160,24 +153,28 @@ def get_and_validate_macro_edge_info(schema, ast, macro_directives, macro_edge_a # TODO(predrag): Required further validation: # - the macro definition directive AST contains only @filter/@fold directives together with # the target directive; + # - the macro target is not within a @fold; # - after adding an output, the macro compiles successfully, the macro args and necessary and # sufficient for the macro, and the macro args' types match the inferred types of the # runtime parameters in the macro. - class_ast = get_only_selection_from_ast(ast) - class_name = get_ast_field_name(class_ast) - - _validate_class_selection_ast(class_ast, macro_defn_ast) - + _validate_class_selection_ast(get_only_selection_from_ast(ast), macro_defn_ast) + class_name = get_ast_field_name(macro_defn_ast) macro_edge_name = macro_defn_directive.arguments['name'].value _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name) - _make_macro_edge_descriptor() + descriptor = _make_macro_edge_descriptor(macro_defn_ast, macro_edge_args) + + return class_name, macro_edge_name, descriptor - return class_name, macro_edge_name +def _make_macro_edge_descriptor(macro_definition_ast, macro_edge_args): + """Remove all macro edge directives from the AST, and return a MacroEdgeDescriptor.""" + directives_to_remove = { + directive.name + for directive in MACRO_EDGE_DIRECTIVES + } + new_ast = remove_directives_from_ast(macro_definition_ast, directives_to_remove) -def _make_macro_edge_descriptor(): - """Not implemented yet.""" - raise NotImplementedError() + return MacroEdgeDescriptor(new_ast.selection_set, macro_edge_args) From 15c5c4903a5047f24dba8766c7acb81eac6eb859 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 13 Feb 2019 10:04:42 -0500 Subject: [PATCH 10/91] Add partial implementation of macro edge expansion. (#194) * Deduplicate parsing and validation code, fix a schema/type checking bug. * Delint. * Add partial implementation of macro edge expansion. * Delint. --- graphql_compiler/ast_manipulation.py | 28 ++- .../compiler/compiler_frontend.py | 9 +- graphql_compiler/macros/__init__.py | 12 +- graphql_compiler/macros/macro_edge/helpers.py | 26 --- .../macros/macro_edge/validation.py | 9 +- graphql_compiler/macros/macro_expansion.py | 174 ++++++++++++++++++ 6 files changed, 219 insertions(+), 39 deletions(-) create mode 100644 graphql_compiler/macros/macro_expansion.py diff --git a/graphql_compiler/ast_manipulation.py b/graphql_compiler/ast_manipulation.py index 36e5d2585..04b898e1a 100644 --- a/graphql_compiler/ast_manipulation.py +++ b/graphql_compiler/ast_manipulation.py @@ -1,6 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. from graphql.error import GraphQLSyntaxError -from graphql.language.ast import Document, InlineFragment +from graphql.language.ast import Document, InlineFragment, OperationDefinition from graphql.language.parser import parse from .exceptions import GraphQLParsingError @@ -29,6 +29,9 @@ def get_human_friendly_ast_field_name(ast): """Return a human-friendly name for the AST node, suitable for error messages.""" if isinstance(ast, InlineFragment): return 'type coercion to {}'.format(ast.type_condition) + elif isinstance(ast, OperationDefinition): + return '{} operation definition'.format(ast.operation) + return get_ast_field_name(ast) @@ -69,3 +72,26 @@ def get_only_query_definition(document_ast, desired_error_type): .format(definition_ast.operation)) return definition_ast + + +def get_only_selection_from_ast(ast, desired_error_type): + """Return the selected sub-ast, ensuring that there is precisely one.""" + selections = [] if ast.selection_set is None else ast.selection_set.selections + + if len(selections) != 1: + ast_name = get_human_friendly_ast_field_name(ast) + if selections: + selection_names = [ + get_human_friendly_ast_field_name(selection_ast) + for selection_ast in selections + ] + raise desired_error_type(u'Expected an AST with exactly one selection, but found ' + u'{} selections at AST node named {}: {}' + .format(len(selection_names), selection_names, ast_name)) + else: + ast_name = get_human_friendly_ast_field_name(ast) + raise desired_error_type(u'Expected an AST with exactly one selection, but got ' + u'one with no selections. Error near AST node named: {}' + .format(ast_name)) + + return selections[0] diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 0e73eca6a..7799c01da 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -67,7 +67,9 @@ import six from . import blocks, expressions -from ..ast_manipulation import get_ast_field_name, get_only_query_definition, safe_parse_graphql +from ..ast_manipulation import ( + get_ast_field_name, get_only_query_definition, get_only_selection_from_ast, safe_parse_graphql +) from ..exceptions import GraphQLCompilationError, GraphQLValidationError from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES, is_vertex_field_name from .context_helpers import ( @@ -734,10 +736,7 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): - location_types: a dict of location objects -> GraphQL type objects at that location - coerced_locations: a set of location objects indicating where type coercions have happened """ - if len(ast.selection_set.selections) != 1: - raise GraphQLCompilationError(u'Cannot process AST with more than one root selection!') - - base_ast = ast.selection_set.selections[0] + base_ast = get_only_selection_from_ast(ast, GraphQLCompilationError) base_start_type = get_ast_field_name(base_ast) # This is the type at which querying starts. # Validation passed, so the base_start_type must exist as a field of the root query. diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 4d3bc49a0..cd241a369 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,9 +1,11 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple -from ..ast_manipulation import get_only_query_definition, safe_parse_graphql -from ..exceptions import GraphQLInvalidMacroError +from graphql.language.printer import print_ast + +from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor +from .macro_expansion import expand_macros_in_query_ast MacroRegistry = namedtuple( @@ -86,6 +88,8 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_ """ query_ast = safe_parse_graphql(graphql_with_macro) - definition_ast = get_only_query_definition(query_ast, GraphQLInvalidMacroError) + new_query_ast, new_args = expand_macros_in_query_ast( + schema, macro_registry, query_ast, graphql_args) + new_graphql_string = print_ast(new_query_ast) - raise NotImplementedError(definition_ast) + return new_graphql_string, new_args diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index ef038211d..27ce9e5ca 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -3,9 +3,6 @@ from graphql.language.ast import Field, InlineFragment, OperationDefinition, SelectionSet -from ...ast_manipulation import get_human_friendly_ast_field_name -from ...exceptions import GraphQLInvalidMacroError - def _yield_ast_nodes_with_directives(ast): """Get the AST objects where directives appear, anywhere in the given AST. @@ -52,29 +49,6 @@ def get_directives_for_ast(ast): return result -def get_only_selection_from_ast(ast): - """Return the selected sub-ast, ensuring that there is precisely one.""" - selections = [] if ast.selection_set is None else ast.selection_set.selections - - if len(selections) != 1: - ast_name = get_human_friendly_ast_field_name(ast) - if selections: - selection_names = [ - get_human_friendly_ast_field_name(selection_ast) - for selection_ast in selections - ] - raise GraphQLInvalidMacroError(u'Expected an AST with exactly one selection, but found ' - u'{} selections at AST node named {}: {}' - .format(len(selection_names), selection_names, ast_name)) - else: - ast_name = get_human_friendly_ast_field_name(ast) - raise GraphQLInvalidMacroError(u'Expected an AST with exactly one selection, but got ' - u'one with no selections. Error near AST node named: {}' - .format(ast_name)) - - return selections[0] - - def remove_directives_from_ast(ast, directive_names_to_omit): """Return an equivalent AST to the input, but with instances of the named directives omitted. diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index a8ed73e74..f6d6fc4aa 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -5,13 +5,15 @@ from graphql.validation import validate -from ...ast_manipulation import get_ast_field_name, get_human_friendly_ast_field_name +from ...ast_manipulation import ( + get_ast_field_name, get_human_friendly_ast_field_name, get_only_selection_from_ast +) from ...exceptions import GraphQLInvalidMacroError from ...schema import VERTEX_FIELD_PREFIXES, is_vertex_field_name from .directives import ( MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) -from .helpers import get_directives_for_ast, get_only_selection_from_ast, remove_directives_from_ast +from .helpers import get_directives_for_ast, remove_directives_from_ast def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): @@ -158,7 +160,8 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, # sufficient for the macro, and the macro args' types match the inferred types of the # runtime parameters in the macro. - _validate_class_selection_ast(get_only_selection_from_ast(ast), macro_defn_ast) + _validate_class_selection_ast( + get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) class_name = get_ast_field_name(macro_defn_ast) macro_edge_name = macro_defn_directive.arguments['name'].value diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py new file mode 100644 index 000000000..b1fbbd932 --- /dev/null +++ b/graphql_compiler/macros/macro_expansion.py @@ -0,0 +1,174 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from copy import copy +from itertools import chain + +from graphql.language.ast import InlineFragment, SelectionSet +import six + +from ..ast_manipulation import ( + get_ast_field_name, get_only_query_definition, get_only_selection_from_ast +) +from ..compiler.helpers import get_vertex_field_type +from ..exceptions import GraphQLInvalidMacroError +from ..schema import is_vertex_field_name + + +def _merge_non_overlapping_dicts(merge_target, new_data): + """Produce the merged result of two dicts that are supposed to not overlap.""" + result = dict(merge_target) + + for key, value in six.iteritems(new_data): + if key in merge_target: + raise AssertionError(u'Overlapping key "{}" found in dicts that are supposed ' + u'to not overlap. Values: {} {}' + .format(key, merge_target[key], value)) + + result[key] = value + + return result + + +def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast): + """Produce a tuple containing the new replacement selection AST, and a list of extra selections. + + Args: + macro_definition_selection_set: SelectionSet GraphQL object containing the selections + defining the macro edge. Can be retrieved as the + "expansion_selection_set" key from a MacroEdgeDescriptor. + selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. + + Returns: + (replacement selection AST, list of extra selections that need to be added and merged) + The first value of the tuple is a replacement + """ + raise NotImplementedError() + + +def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast, query_args): + """Return (new_ast, new_query_args) containing the AST after macro expansion. + + Args: + schema: GraphQL schema object, created using the GraphQL library + macro_registry: MacroRegistry, the registry of macro descriptors used for expansion + current_schema_type: GraphQL type object describing the current type at the given AST node + ast: GraphQL AST object that potentially requires macro expansion + query_args: dict mapping strings to any type, containing the arguments for the query + + Returns: + tuple (new_ast, new_graphql_args) containing a potentially-rewritten GraphQL AST object + and its new args. If the input GraphQL AST did not make use of any macros, + the returned values are guaranteed to be the exact same objects as the input ones. + """ + if ast.selection_set is None: + # No macro expansion happens at this level if there are no selections. + return ast, query_args + + macro_edges_at_this_type = macro_registry.macro_edges.get(current_schema_type.name, dict()) + + made_changes = False + new_selections = [] + new_query_args = query_args + + extra_selections_list = [] + + for selection_ast in ast.selection_set.selections: + new_selection_ast = selection_ast + + if isinstance(selection_ast, InlineFragment): + vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) + new_selection_ast, new_query_args = _expand_macros_in_inner_ast( + schema, macro_registry, vertex_field_type, selection_ast, new_query_args) + else: + field_name = get_ast_field_name(selection_ast) + if is_vertex_field_name(field_name): + # Check if this is a macro edge. + if field_name in macro_edges_at_this_type: + macro_edge_descriptor = macro_edges_at_this_type[field_name] + + new_selection_ast, extra_selections = _expand_specific_macro_edge( + macro_edge_descriptor.expansion_selection_set, selection_ast) + extra_selections_list.append(extra_selections) + + # TODO(predrag): This is where using the same macro twice in one query + # will blow up. + new_query_args = _merge_non_overlapping_dicts( + new_query_args, macro_edge_descriptor.macro_args) + + # There is now a new AST field name for the selection, after macro expansion. + field_name = get_ast_field_name(new_selection_ast) + + # Then, recurse on the new_selection_ast, to expand any macros + # that exist at a deeper level. + # TODO(predrag): Move get_vertex_field_type() to the top-level schema.py file, + # instead of reaching into the compiler.helpers module. + vertex_field_type = get_vertex_field_type(current_schema_type, field_name) + new_selection_ast, new_query_args = _expand_macros_in_inner_ast( + schema, macro_registry, vertex_field_type, new_selection_ast, new_query_args) + + if new_selection_ast is not selection_ast: + made_changes = True + + new_selections.append(new_selection_ast) + + extra_top_level_selections = list(chain.from_iterable(extra_selections_list)) + if extra_top_level_selections: + made_changes = True + + # TODO(predrag): Merge the extra_top_level_selections together with the selections from the + # ast.selection_set.selections list, producing a list with no duplicates + # and in the appropriate order. + + if made_changes: + result_ast = copy(ast) + result_ast.selection_set = SelectionSet(new_selections) + else: + result_ast = ast + + return result_ast, new_query_args + + +# ############ +# Public API # +# ############ + +def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args): + """Return (new_query_ast, new_query_args) containing the GraphQL after macro expansion. + + Args: + schema: GraphQL schema object, created using the GraphQL library + macro_registry: MacroRegistry, the registry of macro descriptors used for expansion + query_ast: GraphQL query AST object that potentially requires macro expansion + query_args: dict mapping strings to any type, containing the arguments for the query + + Returns: + tuple (new_query_ast, new_graphql_args) containing a potentially-rewritten GraphQL query AST + and its new args. If the input GraphQL query AST did not make use of any macros, + the returned values are guaranteed to be the exact same objects as the input ones. + """ + definition_ast = get_only_query_definition(query_ast, GraphQLInvalidMacroError) + base_ast = get_only_selection_from_ast(definition_ast, GraphQLInvalidMacroError) + + base_start_type_name = get_ast_field_name(base_ast) + query_type = schema.get_query_type() + base_start_type = query_type.fields[base_start_type_name].type + + new_base_ast, new_query_args = _expand_macros_in_inner_ast( + schema, macro_registry, base_start_type, base_ast, query_args) + + if new_base_ast is base_ast: + # No macro expansion happened. + if new_query_args != query_args: + raise AssertionError(u'No macro expansion happened, but the query args object changed: ' + u'{} vs {}. This should be impossible. GraphQL query AST: {}' + .format(query_args, new_query_args, query_ast)) + + new_query_ast = query_ast + new_query_args = query_args + else: + new_definition = copy(definition_ast) + new_definition.selection_set = SelectionSet([new_base_ast]) + + new_query_ast = copy(query_ast) + new_query_ast.definitions = [new_definition] + + return new_query_ast, new_query_args From 8026ed54a62dab449d56b72aad3b959ebcc1134b Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 13 Feb 2019 10:22:39 -0500 Subject: [PATCH 11/91] Test macro edge expansion (#190) * Add tests * Separate macro expansion tests that expect errors * Fix broken @output directives * Add docstring for test_helpers method * Add tests * Separate macro expansion tests that expect errors * Fix broken @output directives * Add docstring for test_helpers method * Fix linter errors * Fix test * Add tests, fix tests * Add tests * Add tests * Add test docstrin * Add tests * Add tests * Add expected answers * Add test with inline fragment directive merging * More tests --- .../macros/macro_edge/validation.py | 2 +- graphql_compiler/tests/test_helpers.py | 121 ++++ .../tests/test_macro_expansion.py | 594 ++++++++++++++++++ .../tests/test_macro_expansion_errors.py | 99 +++ .../tests/test_macro_validation.py | 246 +++++++- 5 files changed, 1049 insertions(+), 13 deletions(-) create mode 100644 graphql_compiler/tests/test_macro_expansion.py create mode 100644 graphql_compiler/tests/test_macro_expansion_errors.py diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index f6d6fc4aa..ed49b7802 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -163,7 +163,7 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, _validate_class_selection_ast( get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) class_name = get_ast_field_name(macro_defn_ast) - macro_edge_name = macro_defn_directive.arguments['name'].value + macro_edge_name = macro_defn_directive.arguments[0].value.value _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 498089e25..045735325 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -8,6 +8,8 @@ import six from ..debugging_utils import pretty_print_gremlin, pretty_print_match +from ..macros import create_macro_registry, register_macro_edge +from ..query_formatting.graphql_formatting import pretty_print_graphql from ..schema import insert_meta_fields_into_existing_schema @@ -47,6 +49,14 @@ def compare_ir_blocks(test_case, expected_blocks, received_blocks): u'{}'.format(i, expected, received, mismatch_message)) +def compare_graphql(test_case, expected, received): + """Compare the expected and received GraphQL code, ignoring whitespace.""" + msg = '\n{}\n\n!=\n\n{}'.format( + pretty_print_graphql(expected), + pretty_print_graphql(received)) + compare_ignoring_whitespace(test_case, expected, received, msg) + + def compare_match(test_case, expected, received, parameterized=True): """Compare the expected and received MATCH code, ignoring whitespace.""" msg = '\n{}\n\n!=\n\n{}'.format( @@ -236,3 +246,114 @@ def construct_location_types(location_types_as_strings): location: schema.get_type(type_name) for location, type_name in six.iteritems(location_types_as_strings) } + + +def get_test_macro_registry(): + """Return a MacroRegistry object containing macros used in tests.""" + schema = get_schema() + macro_registry = create_macro_registry() + type_equivalence_hints = { + schema.get_type('Event'): schema.get_type('EventOrBirthEvent'), + } + + valid_macros = [ + ('''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_GrandchildrenCalledNate") { + out_Animal_ParentOf { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) + @macro_edge_target { + uuid + } + } + } + }''', { + 'name': 'Nate', + }), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RichSiblings") { + in_Animal_ParentOf { + net_worth @tag(tag_name: "parent_net_worth") + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%parent_net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''', {}), + ('''{ + Location @macro_edge_definition(name: "out_Location_Orphans") { + in_Animal_LivesIn @macro_edge_target { + in_Animal_ParentOf @filter(op_name: "has_edge_degree", value: ["$num_parents"]) + @optional { + uuid + } + } + } + }''', { + 'num_parents': 0, + }), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { + net_worth @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_AvailableFood") { + out_Animal_LivesIn { + in_Entity_Related { + ... on Food @macro_edge_target { + uuid + } + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_NearbyEvents") { + out_Animal_LivesIn { + in_Entity_Related @macro_edge_target { + ... on Event { + uuid + } + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_NearbyEntities") { + out_Animal_LivesIn { + in_Entity_Related { + ... on Entity @macro_edge_target { + uuid + } + } + } + } + }''', {}), + ] + + for graphql, args in valid_macros: + register_macro_edge(macro_registry, schema, graphql, args, type_equivalence_hints) + return macro_registry diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py new file mode 100644 index 000000000..52b8f2a63 --- /dev/null +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -0,0 +1,594 @@ +# Copyright 2019-present Kensho Technologies, LLC. +import unittest + +import pytest + +from ..macros import perform_macro_expansion +from .test_helpers import compare_graphql, get_schema, get_test_macro_registry + + +class MacroExpansionTests(unittest.TestCase): + def setUp(self): + """Disable max diff limits for all tests.""" + self.maxDiff = None + self.schema = get_schema() + self.macro_registry = get_test_macro_registry() + self.type_equivalence_hints = { + self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + } + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_basic(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf { + name @output(out_name: "grandkid") + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_non_leaf_target_and_field_merging(self): + query = '''{ + Animal { + out_Animal_RichYoungerSiblings { + net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + @output(out_name: "sibling_net_worth") + } + } + }''' + args = { + 'net_worth_upper_bound': 5, + } + + expected_query = '''{ + Animal { + net_worth @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf { + net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + @filter(op_name: ">", value: ["%net_worth"]) + @output(out_name: "sibling_net_worth") + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''' + expected_args = { + 'net_worth_upper_bound': 5, + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_source_merging(self): + query = '''{ + Animal { + net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + @output(out_name: "net_worth") + out_Animal_RichYoungerSiblings { + uuid + } + } + }''' + args = { + 'net_worth_upper_bound': 5, + } + + expected_query = '''{ + Animal { + net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + @output(out_name: "net_worth") + @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''' + expected_args = { + 'net_worth_upper_bound': 5, + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_1(self): + query = '''{ + Animal { + out_Animal_AvailableFood { + ... on Food { + @output(out_name: "food") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on Food { + @output(out_name: "food") + } + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_2(self): + query = '''{ + Animal { + out_Animal_NearbyEvents { + ... on Event { + @output(out_name: "event") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on Event { + @output(out_name: "event") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_3(self): + query = '''{ + Animal { + out_Animal_NearbyEvents { + ... on BirthEvent { + @output(out_name: "event") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on BirthEvent { + @output(out_name: "event") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_4(self): + query = '''{ + Animal { + out_Animal_NearbyEntities { + ... on Event { + @output(out_name: "event") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on Event { + @output(out_name: "event") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_5(self): + query = '''{ + Animal { + out_Animal_NearbyEntities { + ... on Animal { + @output(out_name: "animal") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on Animal { + @output(out_name: "animal") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_with_filter_1(self): + query = '''{ + Animal { + out_Animal_NearbyEntities { + ... on Food @filter(op_name: "name_or_alias", value: "$wanted") { + @output(out_name: "animal") + } + } + } + }''' + args = { + 'wanted': 'croissant' + } + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on Food @filter(op_name: "name_or_alias", value: "$wanted"){ + @output(out_name: "animal") + } + } + } + } + }''' + expected_args = { + 'wanted': 'croissant' + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_with_filter_2(self): + query = '''{ + Animal { + out_Animal_NearbyEvents { + ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ + @output(out_name: "event") + } + } + } + }''' + args = { + 'wanted': 'superbowl', + } + + expected_query = '''{ + Animal { + out_Animal_LivesIn { + in_Entity_Related { + ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ + @output(out_name: "event") + } + } + } + } + }''' + expected_args = { + 'wanted': 'superbowl', + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_with_filter_3(self): + query = '''{ + Animal { + out_Animal_GrandchildrenCalledNate { + name @output(out_name: "official_name") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { + name @output(out_name: "grandkid") + } + } + } + }''' + expected_args = { + 'wanted': 'Nate', + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_with_filter_4(self): + query = '''{ + Animal { + out_Animal_GrandchildrenCalledNate @filter(op_name: "name_or_alias", + value: ["$something"]) { + name @output(out_name: "official_name") + } + } + }''' + args = { + 'something': 'Peter', + } + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { + @filter(op_name: "name_or_alias", value: ["$wanted"]) { + name @output(out_name: "grandkid") + } + } + } + }''' + expected_args = { + 'something': 'Peter', + 'wanted': 'Nate', + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_arguments(self): + query = '''{ + Location { + name @filter(op_name: "=", value: ["$location"]) + out_Location_Orpans { + @output(out_name: "name") + } + } + }''' + args = { + 'location': 'Europe', + } + + expected_query = '''{ + Location { + name @filter(op_name: "=", value: ["$location"]) + in_Animal_LivesIn { + in_Animal_ParentOf @filter(op_name: "has_edge_degree", value: ["$num_parents"]) + @optional { + uuid + } + } + } + }''' + expected_args = { + 'location': 'Europe', + 'num_parents': 0, + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_tag_collision(self): + query = '''{ + Animal { + net_worth @tag(tag_name: "parent_net_worth") + out_Animal_RichSiblings { + @filter(op_name: ">", value: ["%parent_net_worth"]) + name @output(out_name: "sibling") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + net_worth @tag(tag_name: "parent_net_worth") + in_Animal_ParentOf { + net_worth @tag(tag_name: "parent_net_worth_1") + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%parent_net_worth_1"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_colocated_tags(self): + query = '''{ + Animal { + net_worth @tag(tag_name: "animal_net_worth") + out_Animal_RichYoungerSiblings { + net_worth @filter(op_name: "<", value: ["%animal_net_worth"]) + @output(out_name: "sibling_net_worth") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + net_worth @tag(tag_name: "animal_net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%animal_net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_nested_use(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + out_Animal_GrandparentOf { + name @output(out_name: "grandgrandkid") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf { + out_Animal_ParentOf { + out_Animal_ParentOf { + name @output(out_name: "grandgrandkid") + } + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_parallel_use(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + name @output(out_name: "grandkid") + } + out_Animal_ParentOf { + out_Animal_GrandparentOf { + name @output(out_name: "grandgrandkid") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf { + name @output(out_name: "grandkid") + } + } + out_Animal_ParentOf { + out_Animal_ParentOf { + out_Animal_ParentOf { + name @output(out_name: "grandgrandkid") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py new file mode 100644 index 000000000..a136ac984 --- /dev/null +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -0,0 +1,99 @@ +# Copyright 2019-present Kensho Technologies, LLC. +import unittest + +import pytest + +from ..exceptions import GraphQLCompilationError +from ..macros import perform_macro_expansion +from .test_helpers import get_schema, get_test_macro_registry + + +class MacroExpansionTests(unittest.TestCase): + def setUp(self): + """Disable max diff limits for all tests.""" + self.maxDiff = None + self.schema = get_schema() + self.macro_registry = get_test_macro_registry() + self.type_equivalence_hints = { + self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + } + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicate_edge_traversal(self): + query = '''{ + Animal { + out_Animal_BornAt { + name @output(out_name: "name") + } + out_Animal_RichYoungerSiblings { + uuid + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicate_macro_traversal(self): + query = '''{ + Animal { + out_Animal_RichYoungerSiblings { + name @output(out_name: "name") + } + out_Animal_RichYoungerSiblings { + uuid + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_invalid_1(self): + query = '''{ + Animal { + out_Animal_AvailableFood { + ... on Species { + name @output(out_name: "species") + } + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_invalid_coercion_2(self): + query = '''{ + Animal { + out_Animal_NearbyEvents { + ... on Entity { + name @output(out_name: "event") + } + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_nonexistent(self): + query = '''{ + Animal { + out_Garbage_ThisMacroIsNotInTheRegistry { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 6ca0d3925..40306047d 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -1,6 +1,8 @@ # Copyright 2019-present Kensho Technologies, LLC. import unittest +import pytest + from ..exceptions import GraphQLInvalidMacroError from ..macros import create_macro_registry, register_macro_edge from .test_helpers import get_schema @@ -11,7 +13,6 @@ def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None self.schema = get_schema() - self.macro_registry = create_macro_registry() self.type_equivalence_hints = { self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), } @@ -27,8 +28,10 @@ def test_bad_operation_type(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_missing_target(self): @@ -42,8 +45,10 @@ def test_macro_edge_missing_target(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_multiple_targets(self): @@ -57,8 +62,10 @@ def test_macro_edge_multiple_targets(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_multiple_targets_2(self): @@ -72,8 +79,10 @@ def test_macro_edge_multiple_targets_2(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_missing_definition(self): @@ -87,8 +96,10 @@ def test_macro_edge_missing_definition(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_invalid_definition(self): @@ -102,8 +113,10 @@ def test_macro_edge_invalid_definition(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_invalid_target_directive(self): @@ -119,8 +132,10 @@ def test_macro_edge_invalid_target_directive(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_invalid_no_op_1(self): @@ -130,8 +145,10 @@ def test_macro_edge_invalid_no_op_1(self): } }''' args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_invalid_no_op_2(self): @@ -145,8 +162,10 @@ def test_macro_edge_invalid_no_op_2(self): 'net_worth': 4, 'color': 'green', } + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_missing_args(self): @@ -164,8 +183,10 @@ def test_macro_edge_missing_args(self): args = { 'net_worth': 4, } + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_extra_args(self): @@ -185,6 +206,207 @@ def test_macro_edge_extra_args(self): 'color': 'green', 'asdf': 5 } + + macro_registry = create_macro_registry() + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_edge_multiple_definitions(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Copy") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(self.macro_registry, self.schema, query, + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_edge_duplicate_definition(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicating_real_edge_name(self): + query = '''{ + Species @macro_edge_definition(name: "out_Species_Eats") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicating_real_edge_name_at_target(self): + query = '''{ + Species @macro_edge_definition(name: "out_Animal_ParentOf") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicate_definition_on_target(self): + # Future-proofing, so that we can reverse macro edges + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + + # Meaningless query that has the same target and name + duplicate_query = '''{ + Location @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, duplicate_query, + args, self.type_equivalence_hints) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_dulpicate_definition_on_subclass(self): + query = '''{ + Entity @macro_edge_definition(name: "out__RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + query_on_subclass = '''{ + Event @macro_edge_definition(name: "out__RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + # Try registering on the superclass first + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query_on_subclass, + args, self.type_equivalence_hints) + + # Try registering on the subclass first + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query_on_subclass, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicate_definition_on_target_subclass(self): + query = '''{ + Entity @macro_edge_definition(name: "out__RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + query_on_subclass = '''{ + Entity @macro_edge_definition(name: "out__RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + ... on Event @macro_edge_target { + uuid + } + } + } + } + }''' + args = {} + + # Try registering on the superclass first + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query_on_subclass, + args, self.type_equivalence_hints) + + # Try registering on the subclass first + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query_on_subclass, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) From 8b04e66ae542494086d580a00394cd5eb8dcee0d Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 14 Feb 2019 13:47:47 -0500 Subject: [PATCH 12/91] Add subclass_sets argument to macro expansion (#195) This is needed in macro expansion to determine whether merging nested coercions is allowed. --- graphql_compiler/macros/__init__.py | 6 ++++-- graphql_compiler/macros/macro_expansion.py | 21 ++++++++++++++------- 2 files changed, 18 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index cd241a369..bded106d0 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -72,7 +72,8 @@ def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_a macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor -def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_args): +def perform_macro_expansion(schema, macro_registry, graphql_with_macro, + graphql_args, subclass_sets=None): """Return a new GraphQL query string and args, after expanding any encountered macros. Args: @@ -80,6 +81,7 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_ macro_registry: MacroRegistry, the registry of macro descriptors used for expansion graphql_with_macro: string, GraphQL query that potentially requires macro expansion graphql_args: dict mapping strings to any type, containing the arguments for the query + subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_graphql_string, new_graphql_args) containing the rewritten GraphQL query and @@ -89,7 +91,7 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, graphql_ query_ast = safe_parse_graphql(graphql_with_macro) new_query_ast, new_args = expand_macros_in_query_ast( - schema, macro_registry, query_ast, graphql_args) + schema, macro_registry, query_ast, graphql_args, subclass_sets=subclass_sets) new_graphql_string = print_ast(new_query_ast) return new_graphql_string, new_args diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index b1fbbd932..cd4ca8d18 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -28,7 +28,7 @@ def _merge_non_overlapping_dicts(merge_target, new_data): return result -def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast): +def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast, subclass_sets=None): """Produce a tuple containing the new replacement selection AST, and a list of extra selections. Args: @@ -36,6 +36,7 @@ def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast): defining the macro edge. Can be retrieved as the "expansion_selection_set" key from a MacroEdgeDescriptor. selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. + subclass_sets: optional dict mapping class names to the set of its subclass names Returns: (replacement selection AST, list of extra selections that need to be added and merged) @@ -44,7 +45,8 @@ def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast): raise NotImplementedError() -def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast, query_args): +def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, + ast, query_args, subclass_sets=None): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: @@ -53,6 +55,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query + subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_ast, new_graphql_args) containing a potentially-rewritten GraphQL AST object @@ -77,7 +80,8 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, selection_ast, new_query_args) + schema, macro_registry, vertex_field_type, selection_ast, new_query_args, + subclass_sets=subclass_sets) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -86,7 +90,8 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast macro_edge_descriptor = macro_edges_at_this_type[field_name] new_selection_ast, extra_selections = _expand_specific_macro_edge( - macro_edge_descriptor.expansion_selection_set, selection_ast) + macro_edge_descriptor.expansion_selection_set, selection_ast, + subclass_sets=subclass_sets) extra_selections_list.append(extra_selections) # TODO(predrag): This is where using the same macro twice in one query @@ -103,7 +108,8 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast # instead of reaching into the compiler.helpers module. vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, new_selection_ast, new_query_args) + schema, macro_registry, vertex_field_type, new_selection_ast, new_query_args, + subclass_sets=subclass_sets) if new_selection_ast is not selection_ast: made_changes = True @@ -131,7 +137,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, ast # Public API # # ############ -def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args): +def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args, subclass_sets=None): """Return (new_query_ast, new_query_args) containing the GraphQL after macro expansion. Args: @@ -139,6 +145,7 @@ def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args): macro_registry: MacroRegistry, the registry of macro descriptors used for expansion query_ast: GraphQL query AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query + subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_query_ast, new_graphql_args) containing a potentially-rewritten GraphQL query AST @@ -153,7 +160,7 @@ def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args): base_start_type = query_type.fields[base_start_type_name].type new_base_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, base_start_type, base_ast, query_args) + schema, macro_registry, base_start_type, base_ast, query_args, subclass_sets=subclass_sets) if new_base_ast is base_ast: # No macro expansion happened. From d8534886f97d3bfbc8b5c45dff90fcf147a8cbb8 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 14 Feb 2019 13:48:39 -0500 Subject: [PATCH 13/91] Add and fix macro expansion tests (#196) * Add subclass_sets argument to macro expansion * Fix invalid tests, add more macro expansion tests --- graphql_compiler/tests/test_helpers.py | 32 +-- .../tests/test_macro_expansion.py | 222 +++++++++++------- .../tests/test_macro_expansion_errors.py | 22 +- .../tests/test_macro_validation.py | 22 ++ 4 files changed, 190 insertions(+), 108 deletions(-) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 045735325..afff0ec84 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -276,7 +276,7 @@ def get_test_macro_registry(): } } }''', { - 'name': 'Nate', + 'wanted': 'Nate', }), ('''{ Animal @macro_edge_definition(name: "out_Animal_RichSiblings") { @@ -320,34 +320,28 @@ def get_test_macro_registry(): } }''', {}), ('''{ - Animal @macro_edge_definition(name: "out_Animal_AvailableFood") { - out_Animal_LivesIn { - in_Entity_Related { - ... on Food @macro_edge_target { - uuid - } + Animal @macro_edge_definition(name: "out_Animal_RelatedFood") { + in_Entity_Related { + ... on Food @macro_edge_target { + uuid } } } }''', {}), ('''{ - Animal @macro_edge_definition(name: "out_Animal_NearbyEvents") { - out_Animal_LivesIn { - in_Entity_Related @macro_edge_target { - ... on Event { - uuid - } + Animal @macro_edge_definition(name: "out_Animal_RelatedEvent") { + in_Entity_Related @macro_edge_target { + ... on Event { + uuid } } } }''', {}), ('''{ - Animal @macro_edge_definition(name: "out_Animal_NearbyEntities") { - out_Animal_LivesIn { - in_Entity_Related { - ... on Entity @macro_edge_target { - uuid - } + Animal @macro_edge_definition(name: "out_Animal_RelatedEntity") { + in_Entity_Related { + ... on Entity @macro_edge_target { + uuid } } } diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 52b8f2a63..744f43b2c 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -3,6 +3,7 @@ import pytest +from ..compiler.subclass import compute_subclass_sets from ..macros import perform_macro_expansion from .test_helpers import compare_graphql, get_schema, get_test_macro_registry @@ -16,6 +17,8 @@ def setUp(self): self.type_equivalence_hints = { self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), } + self.subclass_sets = compute_subclass_sets( + self.schema, type_equivalence_hints=self.type_equivalence_hints) @pytest.mark.skip(reason='not implemented') def test_macro_edge_basic(self): @@ -40,7 +43,7 @@ def test_macro_edge_basic(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -66,8 +69,8 @@ def test_macro_edge_non_leaf_target_and_field_merging(self): } in_Animal_ParentOf { out_Animal_ParentOf { - net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) - @filter(op_name: ">", value: ["%net_worth"]) + net_worth @filter(op_name: ">", value: ["%net_worth"]) + @filter(op_name: "<", value: ["$net_worth_upper_bound"]) @output(out_name: "sibling_net_worth") out_Animal_BornAt { event_date @filter(op_name: "<", value: ["%birthday"]) @@ -81,7 +84,7 @@ def test_macro_edge_non_leaf_target_and_field_merging(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -102,9 +105,9 @@ def test_macro_edge_source_merging(self): expected_query = '''{ Animal { - net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + net_worth @tag(tag_name: "net_worth") + @filter(op_name: "<", value: ["$net_worth_upper_bound"]) @output(out_name: "net_worth") - @tag(tag_name: "net_worth") out_Animal_BornAt { event_date @tag(tag_name: "birthday") } @@ -123,7 +126,38 @@ def test_macro_edge_source_merging(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_0(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + ... on Animal { + name @output(out_name: "grandkid") + } + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf { + ... on Animal { + name @output(out_name: "grandkid") + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -131,9 +165,9 @@ def test_macro_edge_source_merging(self): def test_macro_edge_target_coercion_1(self): query = '''{ Animal { - out_Animal_AvailableFood { + out_Animal_RelatedFood { ... on Food { - @output(out_name: "food") + name @output(out_name: "food") } } } @@ -142,30 +176,28 @@ def test_macro_edge_target_coercion_1(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on Food { - @output(out_name: "food") - } + in_Entity_Related { + ... on Food { + name @output(out_name: "food") } } } - } }''' expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_2(self): + # TODO(bojanserafimov) is target on union type allowed? query = '''{ Animal { - out_Animal_NearbyEvents { + out_Animal_RelatedEvent { ... on Event { - @output(out_name: "event") + name @output(out_name: "event") } } } @@ -174,11 +206,9 @@ def test_macro_edge_target_coercion_2(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on Event { - @output(out_name: "event") - } + in_Entity_Related { + ... on Event { + name @output(out_name: "event") } } } @@ -186,17 +216,18 @@ def test_macro_edge_target_coercion_2(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_3(self): + # TODO(bojanserafimov) is target on union type allowed? query = '''{ Animal { - out_Animal_NearbyEvents { + out_Animal_RelatedEvent { ... on BirthEvent { - @output(out_name: "event") + name @output(out_name: "event") } } } @@ -205,11 +236,9 @@ def test_macro_edge_target_coercion_3(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on BirthEvent { - @output(out_name: "event") - } + in_Entity_Related { + ... on BirthEvent { + name @output(out_name: "event") } } } @@ -217,7 +246,7 @@ def test_macro_edge_target_coercion_3(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -225,9 +254,9 @@ def test_macro_edge_target_coercion_3(self): def test_macro_edge_target_coercion_4(self): query = '''{ Animal { - out_Animal_NearbyEntities { + out_Animal_RelatedEntity { ... on Event { - @output(out_name: "event") + name @output(out_name: "event") } } } @@ -236,11 +265,9 @@ def test_macro_edge_target_coercion_4(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on Event { - @output(out_name: "event") - } + in_Entity_Related { + ... on Event { + name @output(out_name: "event") } } } @@ -248,7 +275,7 @@ def test_macro_edge_target_coercion_4(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -256,9 +283,9 @@ def test_macro_edge_target_coercion_4(self): def test_macro_edge_target_coercion_5(self): query = '''{ Animal { - out_Animal_NearbyEntities { + out_Animal_RelatedEntity { ... on Animal { - @output(out_name: "animal") + name @output(out_name: "animal") } } } @@ -267,11 +294,9 @@ def test_macro_edge_target_coercion_5(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on Animal { - @output(out_name: "animal") - } + in_Entity_Related { + ... on Animal { + name @output(out_name: "animal") } } } @@ -279,7 +304,42 @@ def test_macro_edge_target_coercion_5(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_coercion_with_filter_0(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + ... on Animal @filter(op_name: "name_or_alias", value: "$wanted") { + name @output(out_name: "grandkid") + } + } + } + }''' + args = { + 'wanted': 'croissant' + } + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf { + ... on Animal @filter(op_name: "name_or_alias", value: "$wanted") { + name @output(out_name: "grandkid") + } + } + } + } + }''' + expected_args = { + 'wanted': 'croissant' + } + + expanded_query, new_args = perform_macro_expansion( + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -287,9 +347,9 @@ def test_macro_edge_target_coercion_5(self): def test_macro_edge_target_coercion_with_filter_1(self): query = '''{ Animal { - out_Animal_NearbyEntities { + out_Animal_RelatedEntity { ... on Food @filter(op_name: "name_or_alias", value: "$wanted") { - @output(out_name: "animal") + name @output(out_name: "animal") } } } @@ -300,11 +360,9 @@ def test_macro_edge_target_coercion_with_filter_1(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on Food @filter(op_name: "name_or_alias", value: "$wanted"){ - @output(out_name: "animal") - } + in_Entity_Related { + ... on Food @filter(op_name: "name_or_alias", value: "$wanted"){ + name @output(out_name: "animal") } } } @@ -314,7 +372,7 @@ def test_macro_edge_target_coercion_with_filter_1(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -322,9 +380,9 @@ def test_macro_edge_target_coercion_with_filter_1(self): def test_macro_edge_target_coercion_with_filter_2(self): query = '''{ Animal { - out_Animal_NearbyEvents { + out_Animal_RelatedEvent { ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ - @output(out_name: "event") + name @output(out_name: "event") } } } @@ -335,11 +393,9 @@ def test_macro_edge_target_coercion_with_filter_2(self): expected_query = '''{ Animal { - out_Animal_LivesIn { - in_Entity_Related { - ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ - @output(out_name: "event") - } + in_Entity_Related { + ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ + name @output(out_name: "event") } } } @@ -349,7 +405,7 @@ def test_macro_edge_target_coercion_with_filter_2(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -368,7 +424,7 @@ def test_macro_edge_target_coercion_with_filter_3(self): Animal { out_Animal_ParentOf { out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { - name @output(out_name: "grandkid") + name @output(out_name: "official_name") } } } @@ -378,7 +434,7 @@ def test_macro_edge_target_coercion_with_filter_3(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -399,9 +455,9 @@ def test_macro_edge_target_coercion_with_filter_4(self): expected_query = '''{ Animal { out_Animal_ParentOf { - out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { - @filter(op_name: "name_or_alias", value: ["$wanted"]) { - name @output(out_name: "grandkid") + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) + @filter(op_name: "name_or_alias", value: ["$something"]) { + name @output(out_name: "official_name") } } } @@ -412,7 +468,7 @@ def test_macro_edge_target_coercion_with_filter_4(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -421,8 +477,8 @@ def test_macro_edge_arguments(self): query = '''{ Location { name @filter(op_name: "=", value: ["$location"]) - out_Location_Orpans { - @output(out_name: "name") + out_Location_Orphans { + name @output(out_name: "name") } } }''' @@ -434,6 +490,7 @@ def test_macro_edge_arguments(self): Location { name @filter(op_name: "=", value: ["$location"]) in_Animal_LivesIn { + name @output(out_name: "name") in_Animal_ParentOf @filter(op_name: "has_edge_degree", value: ["$num_parents"]) @optional { uuid @@ -447,7 +504,7 @@ def test_macro_edge_arguments(self): } expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -457,7 +514,7 @@ def test_macro_edge_tag_collision(self): Animal { net_worth @tag(tag_name: "parent_net_worth") out_Animal_RichSiblings { - @filter(op_name: ">", value: ["%parent_net_worth"]) + net_worth @filter(op_name: ">", value: ["%parent_net_worth"]) name @output(out_name: "sibling") } } @@ -471,6 +528,7 @@ def test_macro_edge_tag_collision(self): net_worth @tag(tag_name: "parent_net_worth_1") out_Animal_ParentOf @macro_edge_target { net_worth @filter(op_name: ">", value: ["%parent_net_worth_1"]) + @filter(op_name: ">", value: ["%parent_net_worth"]) out_Animal_BornAt { event_date @filter(op_name: "<", value: ["%birthday"]) } @@ -481,7 +539,7 @@ def test_macro_edge_tag_collision(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -517,7 +575,7 @@ def test_macro_edge_colocated_tags(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -550,7 +608,7 @@ def test_macro_nested_use(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -561,9 +619,9 @@ def test_macro_parallel_use(self): out_Animal_GrandparentOf { name @output(out_name: "grandkid") } - out_Animal_ParentOf { + in_Animal_ParentOf { out_Animal_GrandparentOf { - name @output(out_name: "grandgrandkid") + name @output(out_name: "nephew") } } } @@ -577,10 +635,10 @@ def test_macro_parallel_use(self): name @output(out_name: "grandkid") } } - out_Animal_ParentOf { + in_Animal_ParentOf { out_Animal_ParentOf { out_Animal_ParentOf { - name @output(out_name: "grandgrandkid") + name @output(out_name: "nephew") } } } @@ -589,6 +647,6 @@ def test_macro_parallel_use(self): expected_args = {} expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args) + self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index a136ac984..31cbe5e48 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -3,6 +3,7 @@ import pytest +from ..compiler.subclass import compute_subclass_sets from ..exceptions import GraphQLCompilationError from ..macros import perform_macro_expansion from .test_helpers import get_schema, get_test_macro_registry @@ -17,6 +18,8 @@ def setUp(self): self.type_equivalence_hints = { self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), } + self.subclass_sets = compute_subclass_sets( + self.schema, type_equivalence_hints=self.type_equivalence_hints) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_edge_traversal(self): @@ -33,7 +36,8 @@ def test_macro_edge_duplicate_edge_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args) + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_macro_traversal(self): @@ -50,13 +54,14 @@ def test_macro_edge_duplicate_macro_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args) + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_invalid_1(self): query = '''{ Animal { - out_Animal_AvailableFood { + out_Animal_RelatedFood { ... on Species { name @output(out_name: "species") } @@ -66,13 +71,14 @@ def test_macro_edge_target_coercion_invalid_1(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args) + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_coercion_2(self): query = '''{ Animal { - out_Animal_NearbyEvents { + out_Animal_RelatedEvent { ... on Entity { name @output(out_name: "event") } @@ -82,7 +88,8 @@ def test_macro_edge_invalid_coercion_2(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args) + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) @pytest.mark.skip(reason='not implemented') def test_macro_edge_nonexistent(self): @@ -96,4 +103,5 @@ def test_macro_edge_nonexistent(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args) + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 40306047d..19f51cef5 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -299,6 +299,28 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicating_field_name(self): + query = '''{ + Species @macro_edge_definition(name: "net_worth") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + with self.assertRaises(AssertionError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target(self): # Future-proofing, so that we can reverse macro edges From 30d5460aed0e4d303128577fb8f42b3ff24c0446 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 14 Feb 2019 13:54:17 -0500 Subject: [PATCH 14/91] Keep the @macro_edge_target in the macro descriptor (#197) If we remove the `@macro_edge_target` directive we permanently lose information on where the user code should be pasted inside the macro. --- graphql_compiler/macros/macro_edge/validation.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index ed49b7802..247c872f1 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -160,6 +160,9 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, # sufficient for the macro, and the macro args' types match the inferred types of the # runtime parameters in the macro. + # TODO(bojanserafimov): After compiling the macro, read the type at the target from the location + # info in the metadata table, and record it in the macro descriptor. + _validate_class_selection_ast( get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) class_name = get_ast_field_name(macro_defn_ast) @@ -177,6 +180,7 @@ def _make_macro_edge_descriptor(macro_definition_ast, macro_edge_args): directives_to_remove = { directive.name for directive in MACRO_EDGE_DIRECTIVES + if directive.name != MacroEdgeTargetDirective.name } new_ast = remove_directives_from_ast(macro_definition_ast, directives_to_remove) From ec471b1832b575131cf9a50405fafe031921d8ad Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 14 Feb 2019 15:34:32 -0500 Subject: [PATCH 15/91] Expand specific macro (#198) * Fix broken tests * Add basic merging, passing basic test * Make progress, pass second test * Pass third test * Implement some target type coercion * Pass some more tests * WIP * Subclass sets plumbing * Fix lint errors * Unskip test * Add todos * Unskip macro expansion errors tests * Add test * Merge extra selections at the beginning * Order selections deterministically when merging --- graphql_compiler/macros/macro_expansion.py | 165 +++++++++++++++--- .../tests/test_macro_expansion.py | 12 -- .../tests/test_macro_expansion_errors.py | 3 - 3 files changed, 142 insertions(+), 38 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index cd4ca8d18..2d880cfca 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -1,6 +1,5 @@ # Copyright 2019-present Kensho Technologies, LLC. -from copy import copy -from itertools import chain +from copy import copy, deepcopy from graphql.language.ast import InlineFragment, SelectionSet import six @@ -8,9 +7,11 @@ from ..ast_manipulation import ( get_ast_field_name, get_only_query_definition, get_only_selection_from_ast ) -from ..compiler.helpers import get_vertex_field_type -from ..exceptions import GraphQLInvalidMacroError +from ..compiler.helpers import get_uniquely_named_objects_by_name, get_vertex_field_type +from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import is_vertex_field_name +from .macro_edge.directives import MacroEdgeTargetDirective +from .macro_edge.helpers import get_directives_for_ast def _merge_non_overlapping_dicts(merge_target, new_data): @@ -28,13 +29,114 @@ def _merge_non_overlapping_dicts(merge_target, new_data): return result -def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast, subclass_sets=None): +def _merge_selection_sets(selection_set_a, selection_set_b): + """Merge selection sets, merging directives on name conflict.""" + if selection_set_a is None: + return selection_set_b + if selection_set_b is None: + return selection_set_a + + # Convert to dict + selection_dict_a = get_uniquely_named_objects_by_name(selection_set_a.selections) + selection_dict_b = get_uniquely_named_objects_by_name(selection_set_b.selections) + + # Compute intersection by name + common_selection_dict = dict() + common_fields = set(selection_dict_a.keys()) & set(selection_dict_b.keys()) + for field_name in common_fields: + field_a = selection_dict_a[field_name] + field_b = selection_dict_b[field_name] + if field_a.selection_set is not None or field_b.selection_set is not None: + raise GraphQLCompilationError('TODO') + + merged_field = deepcopy(field_a) + merged_field.directives += field_b.directives + common_selection_dict[field_name] = merged_field + + # Merge dicts + merged_selection_dict = copy(selection_dict_a) + merged_selection_dict.update(selection_dict_b) + merged_selection_dict.update(common_selection_dict) + + # Remove pro-forma fields if allowed + if len(merged_selection_dict) > 1: + merged_selection_dict = { + name: ast + for name, ast in six.iteritems(merged_selection_dict) + if ast.selection_set is not None or len(ast.directives) > 0 + } + + # Get a deterministic ordering of the merged selections + selection_name_order = [ + ast.name.value + for ast in selection_set_a.selections + if ast.name.value not in selection_dict_b + ] + [ + ast.name.value + for ast in selection_set_b.selections + ] + + # Make sure that all property fields come before all vertex fields. + return SelectionSet([ + merged_selection_dict[name] + for name in selection_name_order + if name in merged_selection_dict and merged_selection_dict[name].selection_set is None + ] + [ + merged_selection_dict[name] + for name in selection_name_order + if name in merged_selection_dict and merged_selection_dict[name].selection_set is not None + ]) + + +def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): + """Add the selections, directives, and coercions from the selection_ast to the target_ast.""" + # Deal with coercions at the target + continuation_ast = selection_ast + first_selection = selection_ast.selection_set.selections[0] + if isinstance(first_selection, InlineFragment): + coercion_class = first_selection.type_condition.name.value + if isinstance(target_ast, InlineFragment): + target_class = target_ast.type_condition.name.value + continuation_ast = first_selection + target_ast.type_condition = first_selection.type_condition + + # coercion_class is required to subclass target_class so we can merge the type coercions + if coercion_class != target_class: + if subclass_sets is None: + raise AssertionError(u'Cannot prove type coercion at macro target is valid. ' + u'Please provide a proof that {} subclasses {} using the ' + u'subclass_sets argument.' + .format(coercion_class, target_class)) + else: + if (target_class not in subclass_sets or + coercion_class not in subclass_sets[target_class]): + raise GraphQLCompilationError(u'Invalid type coercion at macro target. {} ' + u'is expected to subclass {}.' + .format(coercion_class, target_class)) + else: + # TODO(bojanserafimov): When compiling the macro, compute the type at the + # target and record that in the macro descriptor. + raise NotImplementedError(u'Cannot coerce from macro that does not end ' + u'in a coercion.') + + # Merge the continuation into the target + target_ast.directives += continuation_ast.directives + target_ast.selection_set = _merge_selection_sets( + target_ast.selection_set, continuation_ast.selection_set) + target_ast.directives = [ + directive + for directive in target_ast.directives + if directive.name.value != MacroEdgeTargetDirective.name + ] + + +def _expand_specific_macro_edge(macro_selection_set, selection_ast, subclass_sets=None): """Produce a tuple containing the new replacement selection AST, and a list of extra selections. Args: - macro_definition_selection_set: SelectionSet GraphQL object containing the selections - defining the macro edge. Can be retrieved as the - "expansion_selection_set" key from a MacroEdgeDescriptor. + macro_selection_set: SelectionSet GraphQL object containing the selections defining the + macro edge. Can be retrieved as the "expansion_selection_set" key from + a MacroEdgeDescriptor. selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. subclass_sets: optional dict mapping class names to the set of its subclass names @@ -42,7 +144,29 @@ def _expand_specific_macro_edge(macro_definition_selection_set, selection_ast, s (replacement selection AST, list of extra selections that need to be added and merged) The first value of the tuple is a replacement """ - raise NotImplementedError() + replacement_selection_ast = None + extra_selections = [] + + # TODO(bojanserafimov): Rename macro tags if conflicting with user-defined tag names. + # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. + + for macro_ast in deepcopy(macro_selection_set).selections: + directives = get_directives_for_ast(macro_ast) + if MacroEdgeTargetDirective.name in directives: + # This is not a copy. We intentionally mutate target_ast to make changes to macro_ast. + target_ast, _ = directives[MacroEdgeTargetDirective.name][0] + _merge_selection_into_target(target_ast, selection_ast, subclass_sets=subclass_sets) + + if replacement_selection_ast is not None: + raise AssertionError(u'Only one selection should contain a target.') + replacement_selection_ast = macro_ast + else: + extra_selections.append(macro_ast) + + if replacement_selection_ast is None: + raise AssertionError(u'At least one selection should contain a target.') + + return replacement_selection_ast, extra_selections def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, @@ -72,7 +196,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, new_selections = [] new_query_args = query_args - extra_selections_list = [] + extra_selection_set = None for selection_ast in ast.selection_set.selections: new_selection_ast = selection_ast @@ -80,8 +204,8 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, selection_ast, new_query_args, - subclass_sets=subclass_sets) + schema, macro_registry, vertex_field_type, + selection_ast, new_query_args, subclass_sets=subclass_sets) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -92,17 +216,16 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, new_selection_ast, extra_selections = _expand_specific_macro_edge( macro_edge_descriptor.expansion_selection_set, selection_ast, subclass_sets=subclass_sets) - extra_selections_list.append(extra_selections) + extra_selection_set = _merge_selection_sets( + SelectionSet(extra_selections), extra_selection_set) - # TODO(predrag): This is where using the same macro twice in one query - # will blow up. new_query_args = _merge_non_overlapping_dicts( new_query_args, macro_edge_descriptor.macro_args) # There is now a new AST field name for the selection, after macro expansion. field_name = get_ast_field_name(new_selection_ast) - # Then, recurse on the new_selection_ast, to expand any macros + # Recurse on the new_selection_ast, to expand any macros # that exist at a deeper level. # TODO(predrag): Move get_vertex_field_type() to the top-level schema.py file, # instead of reaching into the compiler.helpers module. @@ -116,17 +239,13 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, new_selections.append(new_selection_ast) - extra_top_level_selections = list(chain.from_iterable(extra_selections_list)) - if extra_top_level_selections: + if extra_selection_set is not None: made_changes = True - # TODO(predrag): Merge the extra_top_level_selections together with the selections from the - # ast.selection_set.selections list, producing a list with no duplicates - # and in the appropriate order. - if made_changes: result_ast = copy(ast) - result_ast.selection_set = SelectionSet(new_selections) + result_ast.selection_set = _merge_selection_sets( + extra_selection_set, SelectionSet(new_selections)) else: result_ast = ast diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 744f43b2c..0d51e5e4d 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -20,7 +20,6 @@ def setUp(self): self.subclass_sets = compute_subclass_sets( self.schema, type_equivalence_hints=self.type_equivalence_hints) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_basic(self): query = '''{ Animal { @@ -47,7 +46,6 @@ def test_macro_edge_basic(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_non_leaf_target_and_field_merging(self): query = '''{ Animal { @@ -88,7 +86,6 @@ def test_macro_edge_non_leaf_target_and_field_merging(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_source_merging(self): query = '''{ Animal { @@ -161,7 +158,6 @@ def test_macro_edge_target_coercion_0(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_1(self): query = '''{ Animal { @@ -250,7 +246,6 @@ def test_macro_edge_target_coercion_3(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_4(self): query = '''{ Animal { @@ -279,7 +274,6 @@ def test_macro_edge_target_coercion_4(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_5(self): query = '''{ Animal { @@ -343,7 +337,6 @@ def test_macro_edge_target_coercion_with_filter_0(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_with_filter_1(self): query = '''{ Animal { @@ -409,7 +402,6 @@ def test_macro_edge_target_coercion_with_filter_2(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_with_filter_3(self): query = '''{ Animal { @@ -438,7 +430,6 @@ def test_macro_edge_target_coercion_with_filter_3(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_with_filter_4(self): query = '''{ Animal { @@ -472,7 +463,6 @@ def test_macro_edge_target_coercion_with_filter_4(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_arguments(self): query = '''{ Location { @@ -579,7 +569,6 @@ def test_macro_edge_colocated_tags(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_nested_use(self): query = '''{ Animal { @@ -612,7 +601,6 @@ def test_macro_nested_use(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_parallel_use(self): query = '''{ Animal { diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 31cbe5e48..a247bfb83 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -21,7 +21,6 @@ def setUp(self): self.subclass_sets = compute_subclass_sets( self.schema, type_equivalence_hints=self.type_equivalence_hints) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_edge_traversal(self): query = '''{ Animal { @@ -39,7 +38,6 @@ def test_macro_edge_duplicate_edge_traversal(self): perform_macro_expansion(self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_macro_traversal(self): query = '''{ Animal { @@ -57,7 +55,6 @@ def test_macro_edge_duplicate_macro_traversal(self): perform_macro_expansion(self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_invalid_1(self): query = '''{ Animal { From 6a71a0079f8ddaeb6f7fe25429ce7b7677d02d60 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 25 Feb 2019 14:10:17 -0500 Subject: [PATCH 16/91] Address comments on expand_specific_macro (#200) * Address comments on expand_specific_macro * Avoid deepcopy * Address comments --- graphql_compiler/macros/macro_edge/helpers.py | 43 ++++++ graphql_compiler/macros/macro_expansion.py | 140 ++++++++++++------ 2 files changed, 138 insertions(+), 45 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index 27ce9e5ca..ca052c8c0 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -3,6 +3,8 @@ from graphql.language.ast import Field, InlineFragment, OperationDefinition, SelectionSet +from ..macro_edge.directives import MacroEdgeTargetDirective + def _yield_ast_nodes_with_directives(ast): """Get the AST objects where directives appear, anywhere in the given AST. @@ -97,6 +99,47 @@ def remove_directives_from_ast(ast, directive_names_to_omit): return new_ast +def find_target_and_copy_path_to_it(ast): + """Copy the AST objects on the path to the target, returning it and the target AST. + + This function makes it easy to change the AST at the @target directive without mutating the + original object or doing a deepcopy. + + Args: + ast: GraphQL library AST object + + Returns: + pair containing: + - GraphQL library AST object equal to the input. Objects on the path to the @target + directive are shallow copied. + - GraphQL library AST object at the @target directive of the resulting AST, or None + if there was no @target directive in the AST. + """ + for directive in ast.directives: + if directive.name.value == MacroEdgeTargetDirective.name: + target_ast = copy(ast) + return target_ast, target_ast + + new_selections = [] + target_ast = None + if isinstance(ast, (Field, InlineFragment, OperationDefinition)): + if ast.selection_set is not None: + for selection in ast.selection_set.selections: + new_selection, possible_target_ast = find_target_and_copy_path_to_it(selection) + new_selections.append(new_selection) + if possible_target_ast is not None: + target_ast = possible_target_ast + else: + raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) + + if target_ast is None: + return ast, None + else: + new_ast = copy(ast) + new_ast.selection_set = SelectionSet(new_selections) + return new_ast, target_ast + + def omit_ast_from_ast_selections(ast, ast_to_omit): """Return an equivalent AST to the input, but with the specified AST omitted if it appears. diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 2d880cfca..476e8005b 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -1,5 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. -from copy import copy, deepcopy +from copy import copy +from itertools import chain from graphql.language.ast import InlineFragment, SelectionSet import six @@ -11,7 +12,7 @@ from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import is_vertex_field_name from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.helpers import get_directives_for_ast +from .macro_edge.helpers import find_target_and_copy_path_to_it def _merge_non_overlapping_dicts(merge_target, new_data): @@ -30,7 +31,27 @@ def _merge_non_overlapping_dicts(merge_target, new_data): def _merge_selection_sets(selection_set_a, selection_set_b): - """Merge selection sets, merging directives on name conflict.""" + """Merge selection sets, merging directives on name conflict. + + Create a selection set that contains the selections of both inputs. If there is a name + collision on a property field, we take the directives from both inputs on that field and + merge them. We disallow name collision on a vertex field. + + The value None represents an empty SelectionSet. + + The order of selections in the resulting SelectionSet has the following properties: + - property fields are before vertex fields. + - property fields in selection_set_b come later than other property fields. + - vertex fields in selection_set_b come later than other vertex fields. + - ties are resolved by respecting the ordering of fields in the input arguments. + + Args: + selection_set_a: SelectionSet or None to be merged with the other + selection_set_b: SelectionSet or None to be merged with the other + + Returns: + SelectionSet or None with contents from both input selection sets + """ if selection_set_a is None: return selection_set_b if selection_set_b is None: @@ -47,66 +68,97 @@ def _merge_selection_sets(selection_set_a, selection_set_b): field_a = selection_dict_a[field_name] field_b = selection_dict_b[field_name] if field_a.selection_set is not None or field_b.selection_set is not None: - raise GraphQLCompilationError('TODO') + raise GraphQLCompilationError(u'Macro expansion results in a query traversing the ' + u'same edge {} twice, which is disallowed.' + .format(field_name)) - merged_field = deepcopy(field_a) - merged_field.directives += field_b.directives + merged_field = copy(field_a) + merged_field.directives = list(chain(field_a.directives, field_b.directives)) common_selection_dict[field_name] = merged_field - # Merge dicts + # Merge dicts, using common_selection_dict for keys present in both selection sets. merged_selection_dict = copy(selection_dict_a) merged_selection_dict.update(selection_dict_b) - merged_selection_dict.update(common_selection_dict) + merged_selection_dict.update(common_selection_dict) # Overwrite keys in the intersection. - # Remove pro-forma fields if allowed - if len(merged_selection_dict) > 1: + # The macro or the user code could have an unused (pro-forma) field for the sake of not + # having an empty selection in a vertex field. We remove pro-forma fields if they are + # no longer necessary. + if len(merged_selection_dict) > 1: # Otherwise we need a pro-forma field merged_selection_dict = { name: ast for name, ast in six.iteritems(merged_selection_dict) if ast.selection_set is not None or len(ast.directives) > 0 + # If there's selections or directives under the field, it is not pro-forma. } # Get a deterministic ordering of the merged selections - selection_name_order = [ + selection_name_order = list(chain(( ast.name.value for ast in selection_set_a.selections if ast.name.value not in selection_dict_b - ] + [ + ), ( ast.name.value for ast in selection_set_b.selections - ] + ))) - # Make sure that all property fields come before all vertex fields. - return SelectionSet([ - merged_selection_dict[name] - for name in selection_name_order - if name in merged_selection_dict and merged_selection_dict[name].selection_set is None - ] + [ + # Make sure that all property fields come before all vertex fields. Note that sort is stable. + merged_selections = [ merged_selection_dict[name] for name in selection_name_order - if name in merged_selection_dict and merged_selection_dict[name].selection_set is not None - ]) + if name in merged_selection_dict + ] + return SelectionSet(sorted( + merged_selections, + key=lambda ast: ast.selection_set is not None + )) def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): - """Add the selections, directives, and coercions from the selection_ast to the target_ast.""" + """Add the selections, directives, and coercions from the selection_ast to the target_ast. + + Mutate the target_ast, merging into it everything from the selection_ast. If the target + is at a type coercion and the selection_ast starts with a type coercion, combine them + into one coercion that preserves the semantics of nested coercions, which are disallowed. + + For details on how fields and directives are merged, see _merge_selection_sets. + + Args: + target_ast: AST at the @macro_edge_target directive + selection_ast: AST to merge inside the target. Required to have a nonempty selection set. + subclass_sets: optional dict mapping class names to the set of its subclass names + """ + if selection_ast.selection_set is None or not selection_ast.selection_set.selections: + raise AssertionError(u'Precondition violated. selection_ast is expected to be nonempty {}' + .format(selection_ast)) + + # See if there's a type coercion in the selection_ast + coercion = None + for selection in selection_ast.selection_set.selections: + if isinstance(selection, InlineFragment): + if len(selection_ast.selection_set.selections) != 1: + raise GraphQLCompilationError(u'Found selections outside type coercion. ' + u'Please move them inside the coercion.') + else: + coercion = selection + # Deal with coercions at the target continuation_ast = selection_ast - first_selection = selection_ast.selection_set.selections[0] - if isinstance(first_selection, InlineFragment): - coercion_class = first_selection.type_condition.name.value + if coercion is not None: + coercion_class = coercion.type_condition.name.value if isinstance(target_ast, InlineFragment): target_class = target_ast.type_condition.name.value - continuation_ast = first_selection - target_ast.type_condition = first_selection.type_condition + continuation_ast = coercion + target_ast.type_condition = coercion.type_condition # coercion_class is required to subclass target_class so we can merge the type coercions if coercion_class != target_class: if subclass_sets is None: - raise AssertionError(u'Cannot prove type coercion at macro target is valid. ' - u'Please provide a proof that {} subclasses {} using the ' - u'subclass_sets argument.' - .format(coercion_class, target_class)) + # TODO(bojanserafimov): Write test for this failure + raise GraphQLCompilationError( + u'Cannot prove type coercion at macro target is valid. Please provide a ' + u'hint that {} subclasses {} using the subclass_sets argument.' + .format(coercion_class, target_class)) else: if (target_class not in subclass_sets or coercion_class not in subclass_sets[target_class]): @@ -114,8 +166,7 @@ def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): u'is expected to subclass {}.' .format(coercion_class, target_class)) else: - # TODO(bojanserafimov): When compiling the macro, compute the type at the - # target and record that in the macro descriptor. + # TODO(bojanserafimov): Compute the type at the target and use it to validate. raise NotImplementedError(u'Cannot coerce from macro that does not end ' u'in a coercion.') @@ -150,21 +201,20 @@ def _expand_specific_macro_edge(macro_selection_set, selection_ast, subclass_set # TODO(bojanserafimov): Rename macro tags if conflicting with user-defined tag names. # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. - for macro_ast in deepcopy(macro_selection_set).selections: - directives = get_directives_for_ast(macro_ast) - if MacroEdgeTargetDirective.name in directives: - # This is not a copy. We intentionally mutate target_ast to make changes to macro_ast. - target_ast, _ = directives[MacroEdgeTargetDirective.name][0] - _merge_selection_into_target(target_ast, selection_ast, subclass_sets=subclass_sets) - - if replacement_selection_ast is not None: - raise AssertionError(u'Only one selection should contain a target.') - replacement_selection_ast = macro_ast - else: + for macro_ast in macro_selection_set.selections: + new_ast, target_ast = find_target_and_copy_path_to_it(macro_ast) + if target_ast is None: extra_selections.append(macro_ast) + else: + if replacement_selection_ast is not None: + raise AssertionError(u'Found multiple @macro_edge_target directives. {}' + .format(macro_selection_set)) + replacement_selection_ast = new_ast + _merge_selection_into_target(target_ast, selection_ast, subclass_sets=subclass_sets) if replacement_selection_ast is None: - raise AssertionError(u'At least one selection should contain a target.') + raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' + .format(macro_selection_set)) return replacement_selection_ast, extra_selections From 5cf256451d9be8f6783529f34035820558ca6ca5 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 26 Feb 2019 13:43:27 -0500 Subject: [PATCH 17/91] Compile macro to ir (#199) * Add ast_to_ir method * Try compiling macros to IR as validation * Fix and unskip macro validation tests * Fix lint errors * Check argument names * Address comments * Address comment * Copy selections * Third attempt at copying the right things * Restructure for readability * Fix comment --- .../compiler/compiler_frontend.py | 52 +++++++++++++++--- .../macros/macro_edge/validation.py | 53 +++++++++++++++++-- graphql_compiler/query_formatting/common.py | 12 ++--- graphql_compiler/tests/test_helpers.py | 3 -- .../tests/test_macro_expansion.py | 3 -- .../tests/test_macro_validation.py | 24 +++------ 6 files changed, 108 insertions(+), 39 deletions(-) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 7799c01da..5cdbfd4c7 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -972,12 +972,12 @@ def _validate_schema_and_ast(schema, ast): ############## -def graphql_to_ir(schema, graphql_string, type_equivalence_hints=None): +def ast_to_ir(schema, ast, type_equivalence_hints=None): """Convert the given GraphQL string into compiler IR, using the given schema object. Args: schema: GraphQL schema object, created using the GraphQL library - graphql_string: string containing the GraphQL to compile to compiler IR + ast: AST object to be compiled to IR type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. Used as a workaround for GraphQL's lack of support for inheritance across "types" (i.e. non-interfaces), as well as a @@ -1012,13 +1012,53 @@ def graphql_to_ir(schema, graphql_string, type_equivalence_hints=None): In the case of implementation bugs, could also raise ValueError, TypeError, or AssertionError. """ - ast = safe_parse_graphql(graphql_string) - validation_errors = _validate_schema_and_ast(schema, ast) - if validation_errors: raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) base_ast = get_only_query_definition(ast, GraphQLValidationError) - return _compile_root_ast_to_ir(schema, base_ast, type_equivalence_hints=type_equivalence_hints) + + +def graphql_to_ir(schema, graphql_string, type_equivalence_hints=None): + """Convert the given GraphQL string into compiler IR, using the given schema object. + + Args: + schema: GraphQL schema object, created using the GraphQL library + graphql_string: string containing the GraphQL to compile to compiler IR + type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. + Used as a workaround for GraphQL's lack of support for + inheritance across "types" (i.e. non-interfaces), as well as a + workaround for Gremlin's total lack of inheritance-awareness. + The key-value pairs in the dict specify that the "key" type + is equivalent to the "value" type, i.e. that the GraphQL type or + interface in the key is the most-derived common supertype + of every GraphQL type in the "value" GraphQL union. + Recursive expansion of type equivalence hints is not performed, + and only type-level correctness of this argument is enforced. + See README.md for more details on everything this parameter does. + ***** + Be very careful with this option, as bad input here will + lead to incorrect output queries being generated. + ***** + + Returns: + IrAndMetadata named tuple, containing fields: + - ir_blocks: a list of IR basic block objects + - input_metadata: a dict of expected input parameters (string) -> inferred GraphQL type + - output_metadata: a dict of output name (string) -> OutputMetadata object + - query_metadata_table: a QueryMetadataTable object containing location metadata + + Raises flavors of GraphQLError in the following cases: + - if the query is invalid GraphQL (GraphQLParsingError); + - if the query doesn't match the schema (GraphQLValidationError); + - if the query has more than one definition block (GraphQLValidationError); + - if the query has more than one selection in the root object (GraphQLCompilationError); + - if the query does not obey directive usage rules (GraphQLCompilationError); + - if the query provides invalid / disallowed / wrong number of arguments + for a directive (GraphQLCompilationError). + + In the case of implementation bugs, could also raise ValueError, TypeError, or AssertionError. + """ + ast = safe_parse_graphql(graphql_string) + return ast_to_ir(schema, ast, type_equivalence_hints=type_equivalence_hints) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 247c872f1..0c0f31857 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -3,12 +3,17 @@ from copy import copy from itertools import chain +from graphql.language.ast import ( + Argument, Directive, Document, Field, Name, SelectionSet, StringValue +) from graphql.validation import validate from ...ast_manipulation import ( get_ast_field_name, get_human_friendly_ast_field_name, get_only_selection_from_ast ) +from ...compiler.compiler_frontend import ast_to_ir from ...exceptions import GraphQLInvalidMacroError +from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, is_vertex_field_name from .directives import ( MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective @@ -99,6 +104,42 @@ def _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name .format(macro_edge_name, class_name)) +def _get_minimal_query_ast_from_macro_ast(macro_ast): + """Get a query that should successfully compile to IR if the macro is valid.""" + ast_without_macro_directives = remove_directives_from_ast(macro_ast, { + directive.name + for directive in MACRO_EDGE_DIRECTIVES + }) + + # We will add this output directive to make the ast a valid query + output_directive = Directive(Name('output'), arguments=[ + Argument(Name('out_name'), StringValue('dummy_output_name')) + ]) + + # Shallow copy everything on the path to the first level selection list + query_ast = copy(ast_without_macro_directives) + root_level_selection = copy(get_only_selection_from_ast(query_ast, GraphQLInvalidMacroError)) + first_level_selections = copy(root_level_selection.selection_set.selections) + + # Add an output to a new or existing __typename field + existing_typename_field = None + for idx, selection in enumerate(first_level_selections): + if isinstance(selection, Field): + if selection.name.value == '__typename': + # We have a copy of the list, but the elements are references to objects + # in macro_ast that we don't want to mutate. So the following copy is necessary. + existing_typename_field = copy(selection) + existing_typename_field.directives = copy(existing_typename_field.directives) + existing_typename_field.directives.append(output_directive) + first_level_selections[idx] = existing_typename_field + if existing_typename_field is None: + first_level_selections.insert(0, Field(Name('__typename'), directives=[output_directive])) + + # Propagate the changes back to the result_ast + root_level_selection.selection_set = SelectionSet(first_level_selections) + query_ast.selection_set = SelectionSet([root_level_selection]) + return Document([query_ast]) + # ############ # Public API # # ############ @@ -156,12 +197,14 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, # - the macro definition directive AST contains only @filter/@fold directives together with # the target directive; # - the macro target is not within a @fold; - # - after adding an output, the macro compiles successfully, the macro args and necessary and - # sufficient for the macro, and the macro args' types match the inferred types of the - # runtime parameters in the macro. - # TODO(bojanserafimov): After compiling the macro, read the type at the target from the location - # info in the metadata table, and record it in the macro descriptor. + # Check that the macro successfully compiles to IR + _, input_metadata, _, _ = ast_to_ir(schema, _get_minimal_query_ast_from_macro_ast(ast), + type_equivalence_hints=type_equivalence_hints) + ensure_arguments_are_provided(input_metadata, macro_edge_args) + # TODO(bojanserafimov): Check all the provided arguments were necessary + # TODO(bojanserafimov): Check the arguments have the correct types + # TODO(bojanserafimov): Check that there's no @output in the macro _validate_class_selection_ast( get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) diff --git a/graphql_compiler/query_formatting/common.py b/graphql_compiler/query_formatting/common.py index 7d20acf69..fd381aac9 100644 --- a/graphql_compiler/query_formatting/common.py +++ b/graphql_compiler/query_formatting/common.py @@ -9,7 +9,11 @@ from .sql_formatting import insert_arguments_into_sql_query -def _ensure_arguments_are_provided(expected_types, arguments): +###### +# Public API +###### + +def ensure_arguments_are_provided(expected_types, arguments): """Ensure that all arguments expected by the query were actually provided.""" # This function only checks that the arguments were specified, # and does not check types. Type checking is done as part of the actual formatting step. @@ -24,10 +28,6 @@ def _ensure_arguments_are_provided(expected_types, arguments): u'{}'.format(missing_args, unexpected_args)) -###### -# Public API -###### - def insert_arguments_into_query(compilation_result, arguments): """Insert the arguments into the compiled GraphQL query to form a complete query. @@ -38,7 +38,7 @@ def insert_arguments_into_query(compilation_result, arguments): Returns: string, a query in the appropriate output language, with inserted argument data """ - _ensure_arguments_are_provided(compilation_result.input_metadata, arguments) + ensure_arguments_are_provided(compilation_result.input_metadata, arguments) if compilation_result.language == MATCH_LANGUAGE: return insert_arguments_into_match_query(compilation_result, arguments) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index afff0ec84..299f9c5e7 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -284,9 +284,6 @@ def get_test_macro_registry(): net_worth @tag(tag_name: "parent_net_worth") out_Animal_ParentOf @macro_edge_target { net_worth @filter(op_name: ">", value: ["%parent_net_worth"]) - out_Animal_BornAt { - event_date @filter(op_name: "<", value: ["%birthday"]) - } } } } diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 0d51e5e4d..4e4c7bda4 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -519,9 +519,6 @@ def test_macro_edge_tag_collision(self): out_Animal_ParentOf @macro_edge_target { net_worth @filter(op_name: ">", value: ["%parent_net_worth_1"]) @filter(op_name: ">", value: ["%parent_net_worth"]) - out_Animal_BornAt { - event_date @filter(op_name: "<", value: ["%birthday"]) - } } } } diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 19f51cef5..2bfbcc179 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -255,12 +255,11 @@ def test_macro_edge_duplicate_definition(self): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicating_real_edge_name(self): query = '''{ Species @macro_edge_definition(name: "out_Species_Eats") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + out_Entity_Related { ... on Animal @macro_edge_target { uuid } @@ -271,9 +270,7 @@ def test_macro_edge_duplicating_real_edge_name(self): args = {} macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) @@ -282,7 +279,7 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): query = '''{ Species @macro_edge_definition(name: "out_Animal_ParentOf") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + out_Entity_Related { ... on Animal @macro_edge_target { uuid } @@ -293,18 +290,15 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): args = {} macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicating_field_name(self): query = '''{ Species @macro_edge_definition(name: "net_worth") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + out_Entity_Related { ... on Animal @macro_edge_target { uuid } @@ -315,9 +309,7 @@ def test_macro_edge_duplicating_field_name(self): args = {} macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) @@ -338,7 +330,7 @@ def test_macro_edge_duplicate_definition_on_target(self): duplicate_query = '''{ Location @macro_edge_definition(name: "out_Animal_GrandparentOf") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + out_Entity_Related { ... on Animal @macro_edge_target { uuid } @@ -407,7 +399,7 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): query_on_subclass = '''{ Entity @macro_edge_definition(name: "out__RelatedOfRelated") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + out_Entity_Related { ... on Event @macro_edge_target { uuid } From cc9343ce123b369911b4c19cf72dfb1c7e13237b Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 26 Feb 2019 16:22:59 -0500 Subject: [PATCH 18/91] Disallow @macro_edge_target on union type (#203) * Disallow @macro_edge_target on union type * Add todo * Add todo --- .../macros/macro_edge/validation.py | 2 + graphql_compiler/tests/test_helpers.py | 9 -- .../tests/test_macro_expansion.py | 93 ------------------- .../tests/test_macro_expansion_errors.py | 17 ++++ 4 files changed, 19 insertions(+), 102 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 0c0f31857..85cd6915c 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -205,6 +205,8 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, # TODO(bojanserafimov): Check all the provided arguments were necessary # TODO(bojanserafimov): Check the arguments have the correct types # TODO(bojanserafimov): Check that there's no @output in the macro + # TODO(bojanserafimov): @macro_edge_target is not on a union type + # TODO(bojanserafimov): @macro_edge_target does not begin with a coercion _validate_class_selection_ast( get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 299f9c5e7..5b6b81cc0 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -325,15 +325,6 @@ def get_test_macro_registry(): } } }''', {}), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_RelatedEvent") { - in_Entity_Related @macro_edge_target { - ... on Event { - uuid - } - } - } - }''', {}), ('''{ Animal @macro_edge_definition(name: "out_Animal_RelatedEntity") { in_Entity_Related { diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 4e4c7bda4..17e95600c 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -186,66 +186,6 @@ def test_macro_edge_target_coercion_1(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') - def test_macro_edge_target_coercion_2(self): - # TODO(bojanserafimov) is target on union type allowed? - query = '''{ - Animal { - out_Animal_RelatedEvent { - ... on Event { - name @output(out_name: "event") - } - } - } - }''' - args = {} - - expected_query = '''{ - Animal { - in_Entity_Related { - ... on Event { - name @output(out_name: "event") - } - } - } - }''' - expected_args = {} - - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) - compare_graphql(self, expected_query, expanded_query) - self.assertEqual(expected_args, new_args) - - @pytest.mark.skip(reason='not implemented') - def test_macro_edge_target_coercion_3(self): - # TODO(bojanserafimov) is target on union type allowed? - query = '''{ - Animal { - out_Animal_RelatedEvent { - ... on BirthEvent { - name @output(out_name: "event") - } - } - } - }''' - args = {} - - expected_query = '''{ - Animal { - in_Entity_Related { - ... on BirthEvent { - name @output(out_name: "event") - } - } - } - }''' - expected_args = {} - - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) - compare_graphql(self, expected_query, expanded_query) - self.assertEqual(expected_args, new_args) - def test_macro_edge_target_coercion_4(self): query = '''{ Animal { @@ -369,39 +309,6 @@ def test_macro_edge_target_coercion_with_filter_1(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') - def test_macro_edge_target_coercion_with_filter_2(self): - query = '''{ - Animal { - out_Animal_RelatedEvent { - ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ - name @output(out_name: "event") - } - } - } - }''' - args = { - 'wanted': 'superbowl', - } - - expected_query = '''{ - Animal { - in_Entity_Related { - ... on BirthEvent @filter(op_name: "name_or_alias", value: ["$wanted"]){ - name @output(out_name: "event") - } - } - } - }''' - expected_args = { - 'wanted': 'superbowl', - } - - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) - compare_graphql(self, expected_query, expanded_query) - self.assertEqual(expected_args, new_args) - def test_macro_edge_target_coercion_with_filter_3(self): query = '''{ Animal { diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index a247bfb83..618b3d95f 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -102,3 +102,20 @@ def test_macro_edge_nonexistent(self): with self.assertRaises(GraphQLCompilationError): perform_macro_expansion(self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_target_on_union_type(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_RelatedEvent") { + in_Entity_Related @macro_edge_target { + ... on Event { + uuid + } + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.schema, self.macro_registry, query, args, + subclass_sets=self.subclass_sets) From 3281eed6b9eb769c910994d1ae37b29653235b82 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 27 Feb 2019 16:39:23 -0500 Subject: [PATCH 19/91] Type coercion at @macro_edge_target (#202) * Implement get_type_at_target * Implement macro expansion with coercion on user side only * Fix lint * Address comments * Address comments --- graphql_compiler/macros/macro_edge/helpers.py | 44 ++++++++++ .../macros/macro_edge/validation.py | 12 +-- graphql_compiler/macros/macro_expansion.py | 82 ++++++++++--------- .../tests/test_macro_expansion.py | 2 - 4 files changed, 94 insertions(+), 46 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index ca052c8c0..4159da2c1 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -3,6 +3,8 @@ from graphql.language.ast import Field, InlineFragment, OperationDefinition, SelectionSet +from ...ast_manipulation import get_ast_field_name +from ...compiler.helpers import get_field_type_from_schema, get_vertex_field_type from ..macro_edge.directives import MacroEdgeTargetDirective @@ -115,11 +117,13 @@ def find_target_and_copy_path_to_it(ast): - GraphQL library AST object at the @target directive of the resulting AST, or None if there was no @target directive in the AST. """ + # Base case for directive in ast.directives: if directive.name.value == MacroEdgeTargetDirective.name: target_ast = copy(ast) return target_ast, target_ast + # Recurse new_selections = [] target_ast = None if isinstance(ast, (Field, InlineFragment, OperationDefinition)): @@ -140,6 +144,46 @@ def find_target_and_copy_path_to_it(ast): return new_ast, target_ast +def _get_type_at_macro_edge_target_using_current_type(schema, ast, current_type): + """Return type at the @macro_edge_target or None if there is no target.""" + # Base case + for directive in ast.directives: + if directive.name.value == MacroEdgeTargetDirective.name: + return current_type + + if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): + raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) + + # Recurse + if ast.selection_set is not None: + for selection in ast.selection_set.selections: + type_in_selection = None + if isinstance(selection, Field): + if selection.selection_set is not None: + type_in_selection = get_vertex_field_type( + current_type, selection.name.value) + elif isinstance(selection, InlineFragment): + type_in_selection = schema.get_type(selection.type_condition.name.value) + else: + raise AssertionError(u'Unexpected selection type received: {} {}' + .format(type(selection), selection)) + + if type_in_selection is not None: + type_at_target = _get_type_at_macro_edge_target_using_current_type( + schema, selection, type_in_selection) + if type_at_target is not None: + return type_at_target + + return None # Didn't find target + + +def get_type_at_macro_edge_target(schema, ast): + """Return the GraphQL type at the @macro_edge_target or None if there is no target.""" + root_type = get_ast_field_name(ast) + root_schema_type = get_field_type_from_schema(schema.get_query_type(), root_type) + return _get_type_at_macro_edge_target_using_current_type(schema, ast, root_schema_type) + + def omit_ast_from_ast_selections(ast, ast_to_omit): """Return an equivalent AST to the input, but with the specified AST omitted if it appears. diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 85cd6915c..e8e7c0358 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -147,11 +147,11 @@ def _get_minimal_query_ast_from_macro_ast(macro_ast): MacroEdgeDescriptor = namedtuple( 'MacroEdgeDescriptor', ( - 'expansion_selection_set', # GraphQL SelectionSet object defining how the macro edge - # should be expanded starting from its base type. These - # selections must be merged (on both endpoints of the - # macro edge) with the user-supplied GraphQL input. - 'macro_args', # Dict[str, Any] containing any arguments required by the macro + 'expansion_ast', # GraphQL AST object defining how the macro edge + # should be expanded starting from its base type. The + # selections must be merged (on both endpoints of the + # macro edge) with the user-supplied GraphQL input. + 'macro_args', # Dict[str, Any] containing any arguments required by the macro ) ) @@ -229,4 +229,4 @@ def _make_macro_edge_descriptor(macro_definition_ast, macro_edge_args): } new_ast = remove_directives_from_ast(macro_definition_ast, directives_to_remove) - return MacroEdgeDescriptor(new_ast.selection_set, macro_edge_args) + return MacroEdgeDescriptor(new_ast, macro_edge_args) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 476e8005b..aac6ce324 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -12,7 +12,7 @@ from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import is_vertex_field_name from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.helpers import find_target_and_copy_path_to_it +from .macro_edge.helpers import find_target_and_copy_path_to_it, get_type_at_macro_edge_target def _merge_non_overlapping_dicts(merge_target, new_data): @@ -114,7 +114,7 @@ def _merge_selection_sets(selection_set_a, selection_set_b): )) -def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): +def _merge_selection_into_target(target_ast, type_at_target, selection_ast, subclass_sets=None): """Add the selections, directives, and coercions from the selection_ast to the target_ast. Mutate the target_ast, merging into it everything from the selection_ast. If the target @@ -125,6 +125,7 @@ def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): Args: target_ast: AST at the @macro_edge_target directive + type_at_target: GraphQL type at the @macro_edge_target selection_ast: AST to merge inside the target. Required to have a nonempty selection set. subclass_sets: optional dict mapping class names to the set of its subclass names """ @@ -132,6 +133,13 @@ def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): raise AssertionError(u'Precondition violated. selection_ast is expected to be nonempty {}' .format(selection_ast)) + # Remove @macro_edge_target directive + target_ast.directives = [ + directive + for directive in target_ast.directives + if directive.name.value != MacroEdgeTargetDirective.name + ] + # See if there's a type coercion in the selection_ast coercion = None for selection in selection_ast.selection_set.selections: @@ -146,48 +154,44 @@ def _merge_selection_into_target(target_ast, selection_ast, subclass_sets=None): continuation_ast = selection_ast if coercion is not None: coercion_class = coercion.type_condition.name.value + continuation_ast = coercion if isinstance(target_ast, InlineFragment): - target_class = target_ast.type_condition.name.value - continuation_ast = coercion target_ast.type_condition = coercion.type_condition - - # coercion_class is required to subclass target_class so we can merge the type coercions - if coercion_class != target_class: - if subclass_sets is None: - # TODO(bojanserafimov): Write test for this failure - raise GraphQLCompilationError( - u'Cannot prove type coercion at macro target is valid. Please provide a ' - u'hint that {} subclasses {} using the subclass_sets argument.' - .format(coercion_class, target_class)) - else: - if (target_class not in subclass_sets or - coercion_class not in subclass_sets[target_class]): - raise GraphQLCompilationError(u'Invalid type coercion at macro target. {} ' - u'is expected to subclass {}.' - .format(coercion_class, target_class)) else: - # TODO(bojanserafimov): Compute the type at the target and use it to validate. - raise NotImplementedError(u'Cannot coerce from macro that does not end ' - u'in a coercion.') + # Slip a type coercion under the target ast + new_coercion = InlineFragment(coercion.type_condition, + target_ast.selection_set, directives=[]) + target_ast.selection_set = SelectionSet([new_coercion]) + target_ast = new_coercion + + # coercion_class is required to subclass type_at_target so we can merge the + # macro selections inside the coercion, and merge the two coercions into one + if coercion_class != type_at_target.name: + if subclass_sets is None: + # TODO(bojanserafimov): Write test for this failure + raise GraphQLCompilationError( + u'Cannot prove type coercion at macro target is valid. Please provide a ' + u'hint that {} subclasses {} using the subclass_sets argument.' + .format(coercion_class, type_at_target.name)) + else: + if coercion_class not in subclass_sets.get(type_at_target.name, set()): + raise GraphQLCompilationError( + u'Only coercions to a subclass are allowed at the macro edge target, but ' + u'{} is not a subclass of {}.'.format(coercion_class, type_at_target.name)) # Merge the continuation into the target target_ast.directives += continuation_ast.directives target_ast.selection_set = _merge_selection_sets( target_ast.selection_set, continuation_ast.selection_set) - target_ast.directives = [ - directive - for directive in target_ast.directives - if directive.name.value != MacroEdgeTargetDirective.name - ] -def _expand_specific_macro_edge(macro_selection_set, selection_ast, subclass_sets=None): +def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets=None): """Produce a tuple containing the new replacement selection AST, and a list of extra selections. Args: - macro_selection_set: SelectionSet GraphQL object containing the selections defining the - macro edge. Can be retrieved as the "expansion_selection_set" key from - a MacroEdgeDescriptor. + schema: GraphQL schema object, created using the GraphQL library + macro_ast: AST GraphQL object defining the macro edge. Can be retrieved as + the "expansion_ast" key from a MacroEdgeDescriptor. selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. subclass_sets: optional dict mapping class names to the set of its subclass names @@ -201,20 +205,22 @@ def _expand_specific_macro_edge(macro_selection_set, selection_ast, subclass_set # TODO(bojanserafimov): Rename macro tags if conflicting with user-defined tag names. # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. - for macro_ast in macro_selection_set.selections: - new_ast, target_ast = find_target_and_copy_path_to_it(macro_ast) + for macro_selection in macro_ast.selection_set.selections: + new_ast, target_ast = find_target_and_copy_path_to_it(macro_selection) if target_ast is None: - extra_selections.append(macro_ast) + extra_selections.append(macro_selection) else: if replacement_selection_ast is not None: raise AssertionError(u'Found multiple @macro_edge_target directives. {}' - .format(macro_selection_set)) + .format(macro_ast)) replacement_selection_ast = new_ast - _merge_selection_into_target(target_ast, selection_ast, subclass_sets=subclass_sets) + type_at_target = get_type_at_macro_edge_target(schema, macro_ast) + _merge_selection_into_target(target_ast, type_at_target, + selection_ast, subclass_sets=subclass_sets) if replacement_selection_ast is None: raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' - .format(macro_selection_set)) + .format(macro_ast)) return replacement_selection_ast, extra_selections @@ -264,7 +270,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, macro_edge_descriptor = macro_edges_at_this_type[field_name] new_selection_ast, extra_selections = _expand_specific_macro_edge( - macro_edge_descriptor.expansion_selection_set, selection_ast, + schema, macro_edge_descriptor.expansion_ast, selection_ast, subclass_sets=subclass_sets) extra_selection_set = _merge_selection_sets( SelectionSet(extra_selections), extra_selection_set) diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 17e95600c..8dc7680f6 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -127,7 +127,6 @@ def test_macro_edge_source_merging(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_0(self): query = '''{ Animal { @@ -242,7 +241,6 @@ def test_macro_edge_target_coercion_5(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_coercion_with_filter_0(self): query = '''{ Animal { From f9f5bb9b2cc49d13b306dcb03304060130a00817 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 20 Mar 2019 14:26:59 -0400 Subject: [PATCH 20/91] Macro edge validation for use of directives (#205) * Add validation for use of directives in macros * Add tests * Check macro argument types * Revert "Check macro argument types" This reverts commit 7b2280e509e73308e8a6e64994e2a39f8c05d66e. * Address comments * Address comments * Address nits --- .../macros/macro_edge/validation.py | 64 ++++++++++++++-- graphql_compiler/macros/macro_expansion.py | 2 + .../tests/test_macro_validation.py | 75 ++++++++++++++++++- 3 files changed, 132 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index e8e7c0358..e171a0d1b 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -4,7 +4,8 @@ from itertools import chain from graphql.language.ast import ( - Argument, Directive, Document, Field, Name, SelectionSet, StringValue + Argument, Directive, Document, Field, InlineFragment, Name, OperationDefinition, SelectionSet, + StringValue ) from graphql.validation import validate @@ -14,7 +15,10 @@ from ...compiler.compiler_frontend import ast_to_ir from ...exceptions import GraphQLInvalidMacroError from ...query_formatting.common import ensure_arguments_are_provided -from ...schema import VERTEX_FIELD_PREFIXES, is_vertex_field_name +from ...schema import ( + VERTEX_FIELD_PREFIXES, FilterDirective, FoldDirective, OptionalDirective, OutputDirective, + OutputSourceDirective, RecurseDirective, TagDirective, is_vertex_field_name +) from .directives import ( MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) @@ -61,6 +65,55 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): .format(directive_definition.name, len(macro_data))) +def _validate_macro_ast_directives(ast, inside_fold_scope=False): + """Check that the macro is using non-macro direcives properly. + + Restrictions on use of directives: + - @output and @output_source are disallowed + - @macro_edge_target is not allowed to be inside a @fold scope + + Args: + ast: GraphQL AST describing a subtree of the macro + inside_fold_scope: bool, whether the subtree is within a @fold scope + """ + subselection_inside_fold_scope = inside_fold_scope + directives_with_no_restrictions = frozenset({ + FilterDirective.name, + TagDirective.name, + OptionalDirective.name, + RecurseDirective.name, + MacroEdgeDefinitionDirective.name, + }) + disallowed_directives = frozenset({ + OutputDirective.name, + OutputSourceDirective.name, + }) + for directive in ast.directives: + name = directive.name.value + if name in directives_with_no_restrictions: + pass + elif name in disallowed_directives: + raise GraphQLInvalidMacroError(u'Macros are not allowed to use the {} directive. ' + u'Found usage {}'.format(name, directive)) + elif name == FoldDirective.name: + subselection_inside_fold_scope = True + elif name == MacroEdgeTargetDirective.name: + if inside_fold_scope: + raise GraphQLInvalidMacroError( + u'The @macro_edge_target cannot be inside a fold scope.') + else: + raise AssertionError(u'Unexpected directive name found: {} {}' + .format(directive.name.value, directive)) + + if isinstance(ast, (Field, InlineFragment, OperationDefinition)): + if ast.selection_set is not None: + for selection in ast.selection_set.selections: + _validate_macro_ast_directives( + selection, inside_fold_scope=subselection_inside_fold_scope) + else: + raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) + + def _validate_class_selection_ast(ast, macro_defn_ast): """Ensure that the macro's top-level selection AST adheres to our expectations.""" directive_names = [ @@ -189,22 +242,17 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, macro_directives = get_directives_for_ast(ast) _validate_macro_ast_with_macro_directives(schema, ast, macro_directives) + _validate_macro_ast_directives(ast) macro_defn_ast, macro_defn_directive = macro_directives[MacroEdgeDefinitionDirective.name][0] # macro_target_ast, _ = macro_directives[MacroEdgeTargetDirective.name][0] - # TODO(predrag): Required further validation: - # - the macro definition directive AST contains only @filter/@fold directives together with - # the target directive; - # - the macro target is not within a @fold; - # Check that the macro successfully compiles to IR _, input_metadata, _, _ = ast_to_ir(schema, _get_minimal_query_ast_from_macro_ast(ast), type_equivalence_hints=type_equivalence_hints) ensure_arguments_are_provided(input_metadata, macro_edge_args) # TODO(bojanserafimov): Check all the provided arguments were necessary # TODO(bojanserafimov): Check the arguments have the correct types - # TODO(bojanserafimov): Check that there's no @output in the macro # TODO(bojanserafimov): @macro_edge_target is not on a union type # TODO(bojanserafimov): @macro_edge_target does not begin with a coercion diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index aac6ce324..5ad868313 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -269,6 +269,8 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, if field_name in macro_edges_at_this_type: macro_edge_descriptor = macro_edges_at_this_type[field_name] + # TODO(bojanserafimov): Disallow @optional on macro expansion. + # TODO(bojanserafimov): Disallow @recurse on macro expansion. new_selection_ast, extra_selections = _expand_specific_macro_edge( schema, macro_edge_descriptor.expansion_ast, selection_ast, subclass_sets=subclass_sets) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 2bfbcc179..472e26b0e 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -21,7 +21,41 @@ def test_bad_operation_type(self): query = '''mutation { Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { - out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_with_output_directive(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid @output(out_name: "uuid") + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_with_output_source_directive(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf @output_source { + out_Animal_ParentOf @macro_edge_target { uuid } } @@ -34,6 +68,45 @@ def test_bad_operation_type(self): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) + def test_macro_with_target_inside_fold(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf @fold { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + macro_registry = create_macro_registry() + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_with_target_outside_fold(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + out_Animal_LivesIn @fold { + _x_count @filter(op_name: "=", value: ["$num_locations"]) + } + } + }''' + args = { + 'num_locations': 1, + } + + # It should compile successfully + macro_registry = create_macro_registry() + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + def test_macro_edge_missing_target(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { From 7a266341207880c1509f2de72db15c535381a56d Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 21 Mar 2019 13:41:47 -0400 Subject: [PATCH 21/91] Check macro argument types (#206) * Check macro argument types * Address comments * Address comments, add tests * Make bool not a decimal, and datetime not a date * Address comment * Address comments * Fix python 2 bytes validation * Update docstring * Remove test for bytes because it can't work in py2 * Fix comment --- graphql_compiler/query_formatting/common.py | 89 ++++++++++++++++++- graphql_compiler/tests/test_end_to_end.py | 46 ++++++++++ .../tests/test_macro_validation.py | 34 +++++-- 3 files changed, 162 insertions(+), 7 deletions(-) diff --git a/graphql_compiler/query_formatting/common.py b/graphql_compiler/query_formatting/common.py index fd381aac9..03c6ac398 100644 --- a/graphql_compiler/query_formatting/common.py +++ b/graphql_compiler/query_formatting/common.py @@ -1,9 +1,16 @@ # Copyright 2017-present Kensho Technologies, LLC. """Safely insert runtime arguments into compiled GraphQL queries.""" +import datetime +import decimal + +import arrow +from graphql import GraphQLBoolean, GraphQLFloat, GraphQLID, GraphQLInt, GraphQLList, GraphQLString import six from ..compiler import GREMLIN_LANGUAGE, MATCH_LANGUAGE, SQL_LANGUAGE +from ..compiler.helpers import strip_non_null_from_type from ..exceptions import GraphQLInvalidArgumentError +from ..schema import GraphQLDate, GraphQLDateTime, GraphQLDecimal from .gremlin_formatting import insert_arguments_into_gremlin_query from .match_formatting import insert_arguments_into_match_query from .sql_formatting import insert_arguments_into_sql_query @@ -13,10 +20,86 @@ # Public API ###### + +def validate_argument_type(expected_type, value): + """Check if the value is appropriate for the type and usable in any of our backends. + + Backends are the database languages we have the ability to compile to, like OrientDB Match, + Gramlin, or SQLAlchemy. This function should be stricter than the validation done by any + specific backend. That way code that passes validation can be compiled to any backend. + + Args: + expected_type: GraphQLType we expect + value: object that can be interpreted as being of that type + """ + if GraphQLString.is_same_type(expected_type): + if not isinstance(value, six.string_types): + raise GraphQLInvalidArgumentError(u'Attempting to convert a non-string into a string: ' + u'{}'.format(value)) + elif GraphQLID.is_same_type(expected_type): + # IDs can be strings or numbers, but the GraphQL library coerces them to strings. + # We will follow suit and treat them as strings. + if not isinstance(value, six.string_types): + raise GraphQLInvalidArgumentError(u'Attempting to convert a non-string into a string: ' + u'{}'.format(value)) + elif GraphQLFloat.is_same_type(expected_type): + if not isinstance(value, float): + raise GraphQLInvalidArgumentError(u'Attempting to represent a non-float as a float: ' + u'{} {}'.format(type(value), value)) + elif GraphQLInt.is_same_type(expected_type): + # Special case: in Python, isinstance(True, int) returns True. + # Safeguard against this with an explicit check against bool type. + if isinstance(value, bool) or not isinstance(value, six.integer_types): + raise GraphQLInvalidArgumentError(u'Attempting to represent a non-int as an int: ' + u'{} {}'.format(type(value), value)) + elif GraphQLBoolean.is_same_type(expected_type): + if not isinstance(value, bool): + raise GraphQLInvalidArgumentError(u'Attempting to represent a non-bool as a bool: ' + u'{} {}'.format(type(value), value)) + elif GraphQLDecimal.is_same_type(expected_type): + # Types we support are int, float, and Decimal, but not bool. + # isinstance(True, int) returns True, so we explicitly forbid bool. + if isinstance(value, bool): + raise GraphQLInvalidArgumentError( + u'Attempting to represent a non-decimal as a decimal: {} {}' + .format(type(value), value)) + if not isinstance(value, decimal.Decimal): + try: + decimal.Decimal(value) + except decimal.InvalidOperation as e: + raise GraphQLInvalidArgumentError(e) + elif GraphQLDate.is_same_type(expected_type): + # Datetimes pass as instances of date. We want to explicitly only allow dates. + if isinstance(value, datetime.datetime) or not isinstance(value, datetime.date): + raise GraphQLInvalidArgumentError(u'Attempting to represent a non-date as a date: ' + u'{} {}'.format(type(value), value)) + try: + expected_type.serialize(value) + except ValueError as e: + raise GraphQLInvalidArgumentError(e) + elif GraphQLDateTime.is_same_type(expected_type): + if not isinstance(value, (datetime.date, arrow.Arrow)): + raise GraphQLInvalidArgumentError( + u'Attempting to represent a non-datetime as a datetime: {} {}' + .format(type(value), value)) + try: + expected_type.serialize(value) + except ValueError as e: + raise GraphQLInvalidArgumentError(e) + elif isinstance(expected_type, GraphQLList): + if not isinstance(value, list): + raise GraphQLInvalidArgumentError(u'Attempting to represent a non-list as a list: ' + u'{} {}'.format(type(value), value)) + inner_type = strip_non_null_from_type(expected_type.of_type) + for element in value: + validate_argument_type(inner_type, element) + else: + raise AssertionError(u'Could not safely represent the requested GraphQLType: ' + u'{} {}'.format(expected_type, value)) + + def ensure_arguments_are_provided(expected_types, arguments): """Ensure that all arguments expected by the query were actually provided.""" - # This function only checks that the arguments were specified, - # and does not check types. Type checking is done as part of the actual formatting step. expected_arg_names = set(six.iterkeys(expected_types)) provided_arg_names = set(six.iterkeys(arguments)) @@ -26,6 +109,8 @@ def ensure_arguments_are_provided(expected_types, arguments): raise GraphQLInvalidArgumentError(u'Missing or unexpected arguments found: ' u'missing {}, unexpected ' u'{}'.format(missing_args, unexpected_args)) + for name in expected_arg_names: + validate_argument_type(expected_types[name], arguments[name]) def insert_arguments_into_query(compilation_result, arguments): diff --git a/graphql_compiler/tests/test_end_to_end.py b/graphql_compiler/tests/test_end_to_end.py index 489fa7d3f..05baa745b 100644 --- a/graphql_compiler/tests/test_end_to_end.py +++ b/graphql_compiler/tests/test_end_to_end.py @@ -1,11 +1,17 @@ # Copyright 2017-present Kensho Technologies, LLC. +import datetime from decimal import Decimal import unittest +from graphql import GraphQLBoolean, GraphQLFloat, GraphQLID, GraphQLInt, GraphQLList, GraphQLString +import pytz + from .. import graphql_to_gremlin, graphql_to_match from ..compiler import compile_graphql_to_gremlin, compile_graphql_to_match from ..exceptions import GraphQLInvalidArgumentError from ..query_formatting import insert_arguments_into_query +from ..query_formatting.common import validate_argument_type +from ..schema import GraphQLDate, GraphQLDateTime, GraphQLDecimal from .test_helpers import compare_gremlin, compare_match, get_schema @@ -153,3 +159,43 @@ def test_wrong_argument_type(self): with self.assertRaises(GraphQLInvalidArgumentError): graphql_to_gremlin(schema, EXAMPLE_GRAPHQL_QUERY, {}) + + def test_argument_types(self): + test_cases = ( + (GraphQLString, ('asdf',), (4, 5.4, True)), + (GraphQLID, ('13d72846-1777-6c3a-5743-5d9ced3032ed', 'asf'), (4, 4.4, True)), + (GraphQLFloat, (4.1, 4.0), ('4.3', 5)), + (GraphQLInt, (3, 4), (4.0, 4.1, True, False, '4')), + (GraphQLBoolean, (True, False,), ('True', 0, 1, 0.4)), + (GraphQLDecimal, (Decimal(4), 0.4, 4), (True, 'sdfsdf')), + ( + GraphQLDate, ( + datetime.date(2007, 12, 6), + datetime.date(2008, 12, 6), + datetime.date(2009, 12, 6), + ), ( + '2007-12-06', + datetime.datetime(2007, 12, 6, 16, 29, 43, 79043), + ) + ), + ( + GraphQLDateTime, ( + datetime.datetime(2007, 12, 6, 16, 29, 43, 79043), + datetime.datetime(2008, 12, 6, 16, 29, 43, 79043, tzinfo=pytz.utc), + datetime.datetime(2009, 12, 6, 16, 29, 43, 79043, + tzinfo=pytz.timezone('US/Eastern')), + datetime.datetime(2007, 12, 6), + ), ( + '2007-12-06 16:29:43', + datetime.date(2007, 12, 6), + ) + ), + (GraphQLList(GraphQLInt), ([], [1], [3, 5]), (4, ['a'], [1, 'a'], [True])), + (GraphQLList(GraphQLString), ([], ['a']), (1, 'a', ['a', 4])), + ) + for graphql_type, valid_values, invalid_values in test_cases: + for valid_value in valid_values: + validate_argument_type(graphql_type, valid_value) + for invalid_value in invalid_values: + with self.assertRaises(GraphQLInvalidArgumentError): + validate_argument_type(graphql_type, invalid_value) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 472e26b0e..41350d70b 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -3,7 +3,7 @@ import pytest -from ..exceptions import GraphQLInvalidMacroError +from ..exceptions import GraphQLInvalidArgumentError, GraphQLInvalidMacroError from ..macros import create_macro_registry, register_macro_edge from .test_helpers import get_schema @@ -243,7 +243,7 @@ def test_macro_edge_invalid_no_op_2(self): def test_macro_edge_missing_args(self): query = '''{ - Animal @macro_edge_definition { + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) out_Animal_ParentOf { @@ -258,13 +258,13 @@ def test_macro_edge_missing_args(self): } macro_registry = create_macro_registry() - with self.assertRaises(GraphQLInvalidMacroError): + with self.assertRaises(GraphQLInvalidArgumentError): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) def test_macro_edge_extra_args(self): query = '''{ - Animal @macro_edge_definition { + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) out_Animal_ParentOf { @@ -281,7 +281,31 @@ def test_macro_edge_extra_args(self): } macro_registry = create_macro_registry() - with self.assertRaises(GraphQLInvalidMacroError): + with self.assertRaises(GraphQLInvalidArgumentError): + register_macro_edge(macro_registry, self.schema, query, + args, self.type_equivalence_hints) + + def test_macro_edge_incorrect_arg_types(self): + query = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + net_worth @filter(op_name: "=", value: ["$net_worth"]) + color @filter(op_name: "=", value: ["$color"]) + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + args = { + # Expecting GraphQLInt for net_worth, but providing string. + # Only valid values are six.integer_types minus bool. + 'net_worth': 'incorrect_net_worth_type', + 'color': 'green', + } + + macro_registry = create_macro_registry() + with self.assertRaises(GraphQLInvalidArgumentError): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) From a2c66a9b5bef9131db53be03d9bf6be5f21317b0 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 21 Mar 2019 14:40:27 -0400 Subject: [PATCH 22/91] Fix tests (#226) --- graphql_compiler/tests/test_macro_validation.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 41350d70b..5f9dbd1d2 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -371,10 +371,9 @@ def test_macro_edge_duplicating_real_edge_name(self): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicating_real_edge_name_at_target(self): query = '''{ - Species @macro_edge_definition(name: "out_Animal_ParentOf") { + Species @macro_edge_definition(name: "out_Entity_Related") { out_Entity_Related { out_Entity_Related { ... on Animal @macro_edge_target { @@ -425,7 +424,7 @@ def test_macro_edge_duplicate_definition_on_target(self): # Meaningless query that has the same target and name duplicate_query = '''{ - Location @macro_edge_definition(name: "out_Animal_GrandparentOf") { + Species @macro_edge_definition(name: "out_Animal_GrandparentOf") { out_Entity_Related { out_Entity_Related { ... on Animal @macro_edge_target { From 0f702067b1aa87d141064500ad6bec95efcb357d Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Thu, 21 Mar 2019 15:25:02 -0400 Subject: [PATCH 23/91] Merge master into macro_system, resolving conflicts (#227) * Adding SQL Support documentation * Indicating that traversing edges isn't yet a thing * Fixing SQLite typo * Flavor -> Flavors * Adding E2E SQL example * Addressing PR comments, fixing CompilerMetadata references * Fixing MSFT reference * Fixing typo * Addressing Micheala's CR * Recommit to trigger the final coverage check * Added schema geneneration (#201) * Added schema gen Fixed import order Fixed Pipfile Fixing imports Fixed nits and style changes Removed SchemaGraph documentation Removed even more documentation * Fixed nits * Added copyright message * Nits * Fixed imports * Fixed lint issues * Fixing pipfile issue * Removed frozendict * Removed frozen dict from schema * Run through non graph classes in sorted order (#207) * Change the schema from our manually written one to the autogenerated one (#211) * Reordered the schema string * Added x_count * Added union birthevent * Added union of FoodOrSpecies * Sorted manually written schema * Changed FedAt edge type to BirthEvent * Fixed missing test change from Event to BirthEvent * Removed test on Location that was invalid after field changes * Added fully generated schema * Linter fixes * Fixed nits * Changed BirthEvent to FeedingEvent * Changed SQL schema * Changed SQL schema * Updated SQL schema to account for change of Events to FeeedingEvents * Nits * Nits * Add schema generation from orientdb records (#204) * Added function to get GraphQL schema from OrientDB records * Fixed documentation and style changes * Hide the base vertex if it is not representable * Fixed bug that failed to include certain abstract classes in schema * Fully fixed bug * Nits * More nits * Raise exception when schema is empty * Improved docummentation for get_graphql_schema_from_schema_graph * Cleaned up duplicated OrientDB generated string * Deleted class fields from SchemaElements since they are not used in the code * Loosened strict edge validation * Updated docummentation * Removed redundant documentation * Improved documentation and moved get_graphql_schema_from_orientdb_schema_data * Removed hidden classes parameter, updated documentation and performed refactors for get_graphql_from_schema_graph * Fixed style issues and added class fields again * Nits * Nits and style changes * Add graphql syntax highlighting (#218) * Update schema generation docs * Added syntax highlighting for GraphQL * Removed changes that are not relevant to this branch * Added two sanity tests to prevent someone from updating the current schema with an invalid one (#219) * Added two sanity tests to prevent someone from updating the current schema with an invalid one * Nits * Fixed linter errors * Nits * Update SQL schema types and removed type override no-ops. (#223) * Remove Animal's Birthday field type override to Date since it is inferred by the compiler * Updated SQL schema to have event_date as a DateTime object * Fixed linter issues * Trigger linter check * Trigger linter check * Fixed linter errors * Added debug info to contributing.md (#216) * Added debug info to contributing.md * Nits * Mentioned that command to stop mysql only works in Ubuntu * Added mysql stop command for Mac * Remove typo * Add separate lockfiles for py2/py3, and new flake8 plugins for better linting (#225) * Add linters for proper use of quotes, and for catching print statements in code. * Make a lockfile via py2 so it still works in py2. * Allow different python versions to use different lockfiles. * Verbose lockfile change script. * Fix for python 2 printing version info to stderr instead of stdout. * Add a script for auto-generating both sets of lockfiles. * Add script for making py2 venv. Add info to CONTRIBUTING.md * Add TROUBLESHOOTING.md file. * Echo that we are deleting the old lockfiles. * Fix usage of EventOrBirthEvent in tests * Fix lint errors --- .travis.yml | 1 + CONTRIBUTING.md | 35 +- Pipfile | 2 + Pipfile.lock | 155 ++-- Pipfile.py2.lock | 722 ++++++++++++++++++ README.md | 228 +++++- TROUBLESHOOTING.md | 50 ++ graphql_compiler/__init__.py | 56 +- graphql_compiler/compiler/emit_sql.py | 4 +- .../schema_generation/__init__.py | 1 + .../schema_generation/exceptions.py | 38 + .../schema_generation/graphql_schema.py | 368 +++++++++ .../schema_generation/schema_graph.py | 640 ++++++++++++++++ .../schema_generation/schema_properties.py | 187 +++++ graphql_compiler/schema_generation/utils.py | 77 ++ .../test_backends_integration.py | 23 +- .../snap_test_orientdb_match_query.py | 144 ++-- graphql_compiler/tests/test_compiler.py | 10 +- .../tests/test_data_tools/data_tool.py | 6 +- .../tests/test_data_tools/graph.py | 6 +- .../tests/test_data_tools/schema.sql | 30 +- .../snapshot_data/commands.sql | 201 +++-- graphql_compiler/tests/test_helpers.py | 326 ++++---- graphql_compiler/tests/test_input_data.py | 8 +- graphql_compiler/tests/test_ir_generation.py | 32 +- .../tests/test_ir_generation_errors.py | 16 +- .../tests/test_macro_expansion.py | 3 +- .../tests/test_macro_expansion_errors.py | 3 +- .../tests/test_macro_validation.py | 4 +- graphql_compiler/tests/test_subclass.py | 3 +- scripts/copyright_line_check.sh | 3 +- scripts/generate_test_sql/animals.py | 6 +- scripts/generate_test_sql/events.py | 20 +- scripts/lint.sh | 4 +- scripts/make_new_release.sh | 3 +- scripts/make_pipenv_lockfiles.sh | 32 + scripts/make_py2_venv.sh | 47 ++ scripts/use_appropriate_lockfile.sh | 22 + setup.cfg | 7 +- 39 files changed, 3024 insertions(+), 499 deletions(-) create mode 100644 Pipfile.py2.lock create mode 100644 TROUBLESHOOTING.md create mode 100644 graphql_compiler/schema_generation/__init__.py create mode 100644 graphql_compiler/schema_generation/exceptions.py create mode 100644 graphql_compiler/schema_generation/graphql_schema.py create mode 100644 graphql_compiler/schema_generation/schema_graph.py create mode 100644 graphql_compiler/schema_generation/schema_properties.py create mode 100644 graphql_compiler/schema_generation/utils.py create mode 100755 scripts/make_pipenv_lockfiles.sh create mode 100755 scripts/make_py2_venv.sh create mode 100755 scripts/use_appropriate_lockfile.sh diff --git a/.travis.yml b/.travis.yml index 5bdded980..01b6ce48f 100644 --- a/.travis.yml +++ b/.travis.yml @@ -11,6 +11,7 @@ apt: install: - pip install --upgrade pip - pip install --upgrade setuptools pipenv + - ./scripts/use_appropriate_lockfile.sh - pipenv install --dev --deploy --system - pipenv install --system --skip-lock -e . before_script: diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index bacee80f3..d87c1bf3e 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -3,7 +3,10 @@ Thank you for taking the time to contribute to this project! To get started, make sure that you have `pipenv`, `docker` and `docker-compose` installed -on your computer. +on your computer. Additionally, since this is a package that supports both Python 2 and Python 3, +please make sure you have Python 2.7.15+ and Python 3.6+ installed locally. This project assumes +that they are available on the system as `python2` and `python3`, respectively. If you do not +already have them installed, consider doing so using [pyenv](https://github.com/pyenv/pyenv). Integration tests are run against multiple SQL databases, some of which require dialect specific installations to be available in the development environment. @@ -34,6 +37,10 @@ skipped during development by running the tests with the `--skip-slow` flag: py.test graphql_compiler/tests --skip-slow ``` +If you run into any issues, please consult the TROUBLESHOOTING.md file. If you encounter and resolve +an issue that is not already part of the troubleshooting guide, we'd appreciate it if you open +a pull request and update the guide to make future development easier. + A test method or class can be marked as slow to be skipped in this fashion by decorating with the `@pytest.mark.slow` flag. @@ -58,10 +65,34 @@ of both the contributors and the project. This project follows the [Google Python style guide](https://google.github.io/styleguide/pyguide.html). -Additionally, any contributions must pass the linter `scripts/lint.sh` when executed from a pipenv shell (i.e. after running `pipenv shell`). To run the linter on changed files only, commit your changes and run `scripts/lint.sh --diff`. +Additionally, any contributions must pass the linter `scripts/lint.sh` when executed from a +pipenv shell (i.e. after running `pipenv shell`). To run the linter on changed files only, +commit your changes and run `scripts/lint.sh --diff`. Finally, all python files in the repository must display the copyright of the project, to protect the terms of the license. Please make sure that your files start with a line like: ``` # Copyright 20xx-present Kensho Technologies, LLC. ``` + +## Python 2 vs Python 3 + +In order to ensure that tests run with a fixed set of packages in both Python 2 and Python 3, +we always run the tests in a virtualenv managed by pipenv. However, since some of our dependencies +have different requirements for Python 2 and Python 3, we have to keep two pipenv lockfiles -- one +per Python version. + +We have chosen to make the Python 3 lockfile the default (hence named `Pipfile.lock`), +since Python 3 offers better performance and we like our tests and linters running quickly. +The Python 2 lockfile is named `Pipfile.py2.lock`. + +If you need to set up a Python 2 virtualenv locally, simply run the following script: +``` +./scripts/make_py2_venv.sh +``` + +If you change the Pipfile or the package requirements, please make sure to regenerate the +lockfiles for both Python versions. The easiest way to do so is with the following script: +``` +./scripts/make_pipenv_lockfiles.sh +``` diff --git a/Pipfile b/Pipfile index 65ff84f48..0fd19850f 100644 --- a/Pipfile +++ b/Pipfile @@ -10,6 +10,8 @@ coveralls = "==1.5.1" # so it is explicitly included here. cython = "==0.29.2" flake8 = "==3.6.0" +flake8-print = "==3.1.0" +flake8-quotes = "==1.0.0" isort = "==4.3.4" mysqlclient = "==1.3.14" parameterized = "==0.6.1" diff --git a/Pipfile.lock b/Pipfile.lock index 29cbca2ce..4bb9249d8 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "89a496884d433653029b300b5c6af154a5370288dbd4b21edaa0b7908a3e08e2" + "sha256": "00d5dc846674cc4162a41bdc0f9f03ec4e2ce484f3cb35792de12874c794be94" }, "pipfile-spec": 6, "requires": { @@ -47,10 +47,10 @@ }, "python-dateutil": { "hashes": [ - "sha256:063df5763652e21de43de7d9e00ccf239f953a832941e37be541614732cdfc93", - "sha256:88f9287c0174266bb0d8cedd395cfba9c58e87e5ad86b2ce58859bc11be3cf02" + "sha256:7e6584c74aeed623791615e26efd690f29817a27c73085b78e4bad02493df2fb", + "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e" ], - "version": "==2.7.5" + "version": "==2.8.0" }, "pytz": { "hashes": [ @@ -100,10 +100,10 @@ }, "attrs": { "hashes": [ - "sha256:10cbf6e27dbce8c30807caf056c8eb50917e0eaafe86347671b57254006c3e69", - "sha256:ca4be454458f9dec299268d472aaa5a11f67a4ff70093396e1ceae9c76cf4bbb" + "sha256:69c0dbf2ed392de1cb5ec704444b08a5ef81680a61cb899dc08127123af36a79", + "sha256:f0b870f674851ecbfbbbd364d6b5cbdff9dcedbc7f3f5e18a6891057f21fe399" ], - "version": "==18.2.0" + "version": "==19.1.0" }, "bandit": { "hashes": [ @@ -115,10 +115,10 @@ }, "certifi": { "hashes": [ - "sha256:47f9c83ef4c0c621eaef743f133f09fa8a74a9b75f037e8624f83bd1b6626cb7", - "sha256:993f830721089fef441cdfeb4b2c8c9df86f0c63239f06bd025a76a7daddb033" + "sha256:59b7658e26ca9c7339e00f8f4636cdfe59d34fa37b9b04f6f9e9926b3cece1a5", + "sha256:b26104d6835d1f5e49452a26eb2ff87fe7090b89dfcaee5ea2212697e1e1d7ae" ], - "version": "==2018.11.29" + "version": "==2019.3.9" }, "chardet": { "hashes": [ @@ -129,39 +129,39 @@ }, "coverage": { "hashes": [ - "sha256:09e47c529ff77bf042ecfe858fb55c3e3eb97aac2c87f0349ab5a7efd6b3939f", - "sha256:0a1f9b0eb3aa15c990c328535655847b3420231af299386cfe5efc98f9c250fe", - "sha256:0cc941b37b8c2ececfed341444a456912e740ecf515d560de58b9a76562d966d", - "sha256:10e8af18d1315de936d67775d3a814cc81d0747a1a0312d84e27ae5610e313b0", - "sha256:1b4276550b86caa60606bd3572b52769860a81a70754a54acc8ba789ce74d607", - "sha256:1e8a2627c48266c7b813975335cfdea58c706fe36f607c97d9392e61502dc79d", - "sha256:2b224052bfd801beb7478b03e8a66f3f25ea56ea488922e98903914ac9ac930b", - "sha256:447c450a093766744ab53bf1e7063ec82866f27bcb4f4c907da25ad293bba7e3", - "sha256:46101fc20c6f6568561cdd15a54018bb42980954b79aa46da8ae6f008066a30e", - "sha256:4710dc676bb4b779c4361b54eb308bc84d64a2fa3d78e5f7228921eccce5d815", - 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* [Configuring SQLAlchemy](#configuring-sqlalchemy) + * [End-To-End SQL Example](#end-to-end-sql-example) + * [Configuring the SQL Database to Match the GraphQL Schema](#configuring-the-sql-database-to-match-the-graphql-schema) * [Miscellaneous](#miscellaneous) * [Expanding `@optional` vertex fields](#expanding-optional-vertex-fields) * [Optional `type_equivalence_hints` compilation parameter](#optional-type_equivalence_hints-parameter) @@ -80,12 +84,16 @@ A: No -- there are many existing frameworks for running a web server. We simply **Q: What databases and query languages does the compiler support?** -A: We currently support a single database, OrientDB version 2.2.28+, and two query languages +A: We currently support a single graph database, OrientDB version 2.2.28+, and two query languages that OrientDB supports: the OrientDB dialect of `gremlin`, and OrientDB's own custom SQL-like query language that we refer to as `MATCH`, after the name of its graph traversal operator. With OrientDB, `MATCH` should be the preferred choice for most users, since it tends to run faster than `gremlin`, and has other desirable properties. See the [Execution model](#execution-model) section for more details. + + Support for relational databases including PostgreSQL, MySQL, SQLite, + and Microsoft SQL Server is a work in progress. A subset of compiler features are available for + these databases. See the [SQL](#sql) section for more details. **Q: Do you plan to support other databases / more GraphQL features in the future?** @@ -111,7 +119,7 @@ so we can triage the issue and take appropriate action. starts, and is therefore the **root vertex field**. In any scope, fields with the prefix `out_` denote vertex fields connected by an outbound edge, whereas ones with the prefix `in_` denote vertex fields connected by an inbound edge. -``` +```graphql { Animal { name @output(out_name: "name") @@ -152,7 +160,7 @@ this directive prevents result sets that are unable to produce a value for that being discarded, and allowed to continue processing the remainder of the query. #### Example Use -``` +```graphql { Animal { name @output(out_name: "name") @@ -196,7 +204,7 @@ Its `out_name` argument specifies the name of the column in which the output value should be returned. #### Example Use -``` +```graphql { Animal { name @output(out_name: "animal_name") @@ -225,7 +233,7 @@ on separate rows in the query result, the folded outputs are coalesced into list at the scope marked `@fold`. #### Example Use -``` +```graphql { Animal { name @output(out_name: "animal_name") @@ -262,7 +270,7 @@ This query is *invalid* for two separate reasons: - It expands vertex fields after an `@output` directive (outputting `animal_name`) - The `in_Animal_ParentOf` scope, which is within a scope marked `@fold`, expands two vertex fields instead of at most one. -``` +```graphql { Animal { out_Animal_ParentOf @fold { @@ -280,7 +288,7 @@ This query is *invalid* for two separate reasons: } ``` The following is a valid use of `@fold`: -``` +```graphql { Animal { out_Animal_ParentOf @fold { @@ -307,7 +315,7 @@ in the `@filter`'s `value` array. See [Passing parameters](#passing-parameters) for more details. #### Example Use -``` +```graphql { Animal { name @tag(tag_name: "parent_name") @@ -358,7 +366,7 @@ all runtime parameters, and their values will be inserted into the final query b executed against the database. Consider the following query: -``` +```graphql { Animal { name @output(out_name: "animal_name") @@ -377,7 +385,7 @@ If the user marks a property field with a `@tag` directive and a suitable name, that value becomes available to use as a tagged parameter in all subsequent `@filter` directives. Consider the following query: -``` +```graphql { Animal { name @tag(out_name: "parent_name") @@ -442,7 +450,7 @@ at `depth = 0`, i.e. the current vertex -- see the below sections for a more tho #### Example Use Say the user wants to fetch the names of the children and grandchildren of each `Animal`. That could be accomplished by running the following two queries and concatenating their results: -``` +```graphql { Animal { name @output(out_name: "ancestor") @@ -452,7 +460,7 @@ That could be accomplished by running the following two queries and concatenatin } } ``` -``` +```graphql { Animal { name @output(out_name: "ancestor") @@ -468,7 +476,7 @@ If the user then wanted to also add great-grandchildren to the `descendants` out require yet another query, and so on. Instead of concatenating the results of multiple queries, the user can simply use the `@recurse` directive. The following query returns the child and grandchild descendants: -``` +```graphql { Animal { name @output(out_name: "ancestor") @@ -500,7 +508,7 @@ Similarly, it cannot have descendants that are more than two steps removed Now, let's see what happens when we eliminate the outer `out_Animal_ParentOf` vertex field and simply have the `@recurse` applied on the `out_Animal_ParentOf` in the root vertex field scope: -``` +```graphql { Animal { name @output(out_name: "ancestor") @@ -559,7 +567,7 @@ Supported comparison operators: #### Example Use ##### Equal to (`=`): -``` +```graphql { Species { name @filter(op_name: "=", value: ["$species_name"]) @@ -592,7 +600,7 @@ Allows you to filter on vertices which contain the exact string `$wanted_name_or `name` or `alias` fields. #### Example Use -``` +```graphql { Animal @filter(op_name: "name_or_alias", value: ["$wanted_name_or_alias"]) { name @output(out_name: "name") @@ -610,7 +618,7 @@ Substrings will not be matched. ### between #### Example Use -``` +```graphql { Animal { name @output(out_name: "name") @@ -630,7 +638,7 @@ containing the animal's name in a column named `name`. ### in_collection #### Example Use -``` +```graphql { Animal { name @output(out_name: "animal_name") @@ -647,7 +655,7 @@ containing the `Animal`'s name and color in columns named `animal_name` and `col ### has_substring #### Example Use -``` +```graphql { Animal { name @filter(op_name: "has_substring", value: ["$substring"]) @@ -664,7 +672,7 @@ in a column named `animal_name`. ### contains #### Example Use -``` +```graphql { Animal { alias @filter(op_name: "contains", value: ["$wanted"]) @@ -681,7 +689,7 @@ in a column named `animal_name`. ### intersects #### Example Use -``` +```graphql { Animal { alias @filter(op_name: "intersects", value: ["$wanted"]) @@ -698,7 +706,7 @@ Each row contains the matching `Animal`'s name in a column named `animal_name`. ### has_edge_degree #### Example Use -``` +```graphql { Animal { name @output(out_name: "animal_name") @@ -737,7 +745,7 @@ enclosing scope of the coercion -- they coerce the enclosing scope into a differ Type coercions are represented with GraphQL inline fragments. #### Example Use -``` +```graphql { Species { name @output(out_name: "species_name") @@ -749,12 +757,12 @@ Type coercions are represented with GraphQL inline fragments. } } ``` -Here, the `out_Species_Eats` vertex field is of the `FoodOrSpecies` union type. To proceed -with the query, the user must choose which of the types in the `FoodOrSpecies` union to use. +Here, the `out_Species_Eats` vertex field is of the `Union__Food__FoodOrSpecies__Species` union type. To proceed +with the query, the user must choose which of the types in the `Union__Food__FoodOrSpecies__Species` union to use. In this example, `... on Food` indicates that the `Food` type was chosen, and any vertices at that scope that are not of type `Food` are filtered out and discarded. -``` +```graphql { Species { name @output(out_name: "species_name") @@ -784,7 +792,7 @@ all directives that can be applied to any other property field. #### Example Use -``` +```graphql { Entity { __typename @output(out_name: "entity_type") @@ -844,7 +852,7 @@ insert_meta_fields_into_existing_schema(existing_schema) #### Example Use -``` +```graphql { Animal { name @output(out_name: "name") @@ -859,7 +867,7 @@ This query returns one row for each `Animal` vertex, containing its name, and th of its children. While the output type of the `child_names` selection is a list of strings, the output type of the `number_of_children` selection is an integer. -``` +```graphql { Animal { name @output(out_name: "name") @@ -895,7 +903,7 @@ matched the earlier filter. The `has_edge_degree` filter allows filtering based on the number of edges of a particular type. There are situations in which filtering with `has_edge_degree` and filtering using `=` on `_x_count` produce equivalent queries. Here is one such pair of queries: -``` +```graphql { Species { name @output(out_name: "name") @@ -906,7 +914,7 @@ produce equivalent queries. Here is one such pair of queries: } ``` and -``` +```graphql { Species { name @output(out_name: "name") @@ -924,7 +932,7 @@ elements in the `@fold` is `$num_animals`"). When we add additional filtering within the `Animal` vertices of the `in_Animal_OfSpecies` vertex field, this distinction becomes very important. Compare the following two queries: -``` +```graphql { Species { name @output(out_name: "name") @@ -937,7 +945,7 @@ field, this distinction becomes very important. Compare the following two querie } ``` versus -``` +```graphql { Species { name @output(out_name: "name") @@ -1041,7 +1049,7 @@ The compiler abides by the following principles: - When the database is queried with a compiled query string, its response must always be in the form of a list of results. - The precise format of each such result is defined by each compilation target separately. - - Both `gremlin` and `MATCH` return data in a tabular format, where each result is + - `gremlin`, `MATCH` and `SQL` return data in a tabular format, where each result is a row of the table, and fields marked for output are columns. - However, future compilation targets may have a different format. For example, each result may appear in the nested tree format used by the standard GraphQL specification. @@ -1116,7 +1124,7 @@ the `t_name` value in each result, as they are both valid results. Users may apply the `@output_source` directive on the last scope of the query to alter this behavior: -``` +```graphql { S { name @output(out_name: "s_name") @@ -1130,7 +1138,7 @@ to alter this behavior: Rather than producing at most one result for each `S`, the query will now produce at most one result for each distinct value that can be found at `out_E`, where the directive is applied: -``` +```graphql [ {"s_name": "a", "t_name": "x"}, {"s_name": "a", "t_name": "y"}, @@ -1139,7 +1147,7 @@ is applied: Conceptually, applying the `@output_source` directive makes it as if the query were written in the opposite order: -``` +```graphql { T { name @output(out_name: "t_name") @@ -1150,6 +1158,144 @@ the opposite order: } ``` +## SQL +The following table outlines GraphQL compiler features, and their support (if any) by various +relational database flavors: + + +| Feature/Dialect | Required Edges | @filter | @output | @recurse | @fold | @optional | @output_source | +|----------------------|----------------|---------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------|----------|-------|-----------|----------------| +| PostgreSQL | No | Limited, [intersects](#intersects), [has_edge_degree](#has_edge_degree), and [name_or_alias](#name_or_alias) filter unsupported | Limited, [\__typename](#__typename) output metafield unsupported | No | No | No | No | +| SQLite | No | Limited, [intersects](#intersects), [has_edge_degree](#has_edge_degree), and [name_or_alias](#name_or_alias) filter unsupported | Limited, [\__typename](#__typename) output metafield unsupported | No | No | No | No | +| Microsoft SQL Server | No | Limited, [intersects](#intersects), [has_edge_degree](#has_edge_degree), and [name_or_alias](#name_or_alias) filter unsupported | Limited, [\__typename](#__typename) output metafield unsupported | No | No | No | No | +| MySQL | No | Limited, [intersects](#intersects), [has_edge_degree](#has_edge_degree), and [name_or_alias](#name_or_alias) filter unsupported | Limited, [\__typename](#__typename) output metafield unsupported | No | No | No | No | +| MariaDB | No | Limited, [intersects](#intersects), [has_edge_degree](#has_edge_degree), and [name_or_alias](#name_or_alias) filter unsupported | Limited, [\__typename](#__typename) output metafield unsupported | No | No | No | No | + +### Configuring SQLAlchemy +Relational databases are supported by compiling to SQLAlchemy core as an intermediate +language, and then relying on SQLAlchemy's compilation of the dialect specific SQL string to query +the target database. + +For the SQL backend, GraphQL types are assumed to have a SQL table of the same name, and with the +same properties. For example, a schema type +``` +type Animal { + name: String +} +``` +is expected to correspond to a SQLAlchemy table object of the same name, case insensitive. For this +schema type this could look like: + +```python +from sqlalchemy import MetaData, Table, Column, String +# table for GraphQL type Animal +metadata = MetaData() +animal_table = Table( + 'animal', # name of table matches type name from schema + metadata, + Column('name', String(length=12)), # Animal.name GraphQL field has corresponding 'name' column +) +``` + +If a table of the schema type name does not exist, an exception will be raised at compile time. See +[Configuring the SQL Database to Match the GraphQL Schema](#configuring-the-sql-database-to-match-the-graphql-schema) +for a possible option to resolve such naming discrepancies. + + +### End-To-End SQL Example +An end-to-end example including relevant GraphQL schema and SQLAlchemy engine preparation follows. + +This is intended to show the setup steps for the SQL backend of the GraphQL compiler, and +does not represent best practices for configuring and running SQLAlchemy in a production system. + +```python +from graphql import parse +from graphql.utils.build_ast_schema import build_ast_schema +from sqlalchemy import MetaData, Table, Column, String, create_engine +from graphql_compiler.compiler.ir_lowering_sql.metadata import SqlMetadata +from graphql_compiler import graphql_to_sql + +# Step 1: Configure a GraphQL schema (note that this can also be done programmatically) +schema_text = ''' +schema { + query: RootSchemaQuery +} +# IMPORTANT NOTE: all compiler directives are expected here, but not shown to keep the example brief + +directive @filter(op_name: String!, value: [String!]!) on FIELD | INLINE_FRAGMENT + +# < more directives here, see the GraphQL schema section of this README for more details. > + +directive @output(out_name: String!) on FIELD + +type Animal { + name: String +} +''' +schema = build_ast_schema(parse(schema_text)) + +# Step 2: For all GraphQL types, bind all corresponding SQLAlchemy Tables to a single SQLAlchemy +# metadata instance, using the expected naming detailed above. +# See https://docs.sqlalchemy.org/en/latest/core/metadata.html for more details on this step. +metadata = MetaData() +animal_table = Table( + 'animal', # name of table matches type name from schema + metadata, + # Animal.name schema field has corresponding 'name' column in animal table + Column('name', String(length=12)), +) + +# Step 3: Prepare a SQLAlchemy engine to query the target relational database. +# See https://docs.sqlalchemy.org/en/latest/core/engines.html for more detail on this step. +engine = create_engine('') + +# Step 4: Wrap the SQLAlchemy metadata and dialect as a SqlMetadata GraphQL compiler object +sql_metadata = SqlMetadata(engine.dialect, metadata) + +# Step 5: Prepare and compile a GraphQL query against the schema +graphql_query = ''' +{ + Animal { + name @output(out_name: "animal_name") + @filter(op_name: "in_collection", value: ["$names"]) + } +} +''' +parameters = { + 'names': ['animal name 1', 'animal name 2'], +} + +compilation_result = graphql_to_sql(schema, graphql_query, parameters, sql_metadata) + +# Step 6: Execute compiled query against a SQLAlchemy engine/connection. +# See https://docs.sqlalchemy.org/en/latest/core/connections.html for more details. +query = compilation_result.query +query_results = [dict(result_proxy) for result_proxy in engine.execute(query)] +``` + +### Configuring the SQL Database to Match the GraphQL Schema +For simplicity, the SQL backend expects an exact match between SQLAlchemy Tables and GraphQL types, +and between SQLAlchemy Columns and GraphQL fields. What if the table name or column name in the +database doesn't conform to these rules? Eventually the plan is to make this aspect of the +SQL backend more configurable. In the near-term, a possible way to address this is by using +SQL views. + +For example, suppose there is a table in the database called `animal_table` and it has a column +called `animal_name`. If the desired schema has type +``` +type Animal { + name: String +} +``` +Then this could be exposed via a view like: +```sql +CREATE VIEW animal AS + SELECT + animal_name AS name + FROM animal_table +``` +At this point, the `animal` view can be used in the SQLAlchemy Table for the purposes of compiling. + ## Miscellaneous ### Expanding [`@optional`](#optional) vertex fields @@ -1162,7 +1308,7 @@ Going forward, we will refer to two different kinds of `@optional` directives. - A *"simple"* optional is a vertex with an `@optional` directive that does not expand any vertex fields within it. For example: -``` +```graphql { Animal { name @output(out_name: "name") @@ -1192,7 +1338,7 @@ FROM ( - A *"compound"* optional is a vertex with an `@optional` directive which does expand vertex fields within it. For example: -``` +```graphql { Animal { name @output(out_name: "name") @@ -1299,7 +1445,7 @@ type systems: - Gremlin does not have first-class support for inheritance at all. Assume the following GraphQL schema: -``` +```graphql type Animal { name: String } @@ -1328,7 +1474,7 @@ union's equivalent type. Setting `type_equivalence_hints = { Animal: AnimalCatDog }` during compilation would enable the use of a `@fold` on the `adjacent_animal` vertex field of `Foo`: -``` +```graphql { Foo { adjacent_animal @fold { diff --git a/TROUBLESHOOTING.md b/TROUBLESHOOTING.md new file mode 100644 index 000000000..6593b6118 --- /dev/null +++ b/TROUBLESHOOTING.md @@ -0,0 +1,50 @@ +# Troubleshooting Guide + +## Issues starting MySQL with docker-compose + +If you have any trouble starting the MySQL database, make sure the MySQL service is not already +running outside of docker. You can stop the MySQL service in OSX with: +```bash +brew services stop mysql +``` +or on Ubuntu with +```bash +service mysql stop +``` + +## Issues installing the Python MySQL package + +Sometimes, precompiled wheels for the Python MySQL package are not available, and your pipenv may +try to build the wheels itself. If you are on OSX, you may then sometimes see an error +like the following: +``` +[pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 1874, in do_install +[pipenv.exceptions.InstallError]: keep_outdated=keep_outdated +[pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 1253, in do_init +[pipenv.exceptions.InstallError]: pypi_mirror=pypi_mirror, +[pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 859, in do_install_dependencies +[pipenv.exceptions.InstallError]: retry_list, procs, failed_deps_queue, requirements_dir, **install_kwargs +[pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 763, in batch_install +[pipenv.exceptions.InstallError]: _cleanup_procs(procs, not blocking, failed_deps_queue, retry=retry) +[pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 681, in _cleanup_procs +[pipenv.exceptions.InstallError]: raise exceptions.InstallError(c.dep.name, extra=err_lines) +[pipenv.exceptions.InstallError]: ['Collecting mysqlclient==1.3.14 +... +< lots of error output > +... +ld: library not found for -lssl +... +< lots more error output > +... +error: command 'clang' failed with exit status 1 +... +``` + +The solution is to install OpenSSL on your system: +``` +brew install openssl +``` +Then, make sure that `clang` is able to find it by adding the following line to your `.bashrc`. +``` +export LIBRARY_PATH=$LIBRARY_PATH:/usr/local/opt/openssl/lib/ +``` diff --git a/graphql_compiler/__init__.py b/graphql_compiler/__init__.py index 84330af04..65871d167 100644 --- a/graphql_compiler/__init__.py +++ b/graphql_compiler/__init__.py @@ -17,6 +17,8 @@ DIRECTIVES, EXTENDED_META_FIELD_DEFINITIONS, GraphQLDate, GraphQLDateTime, GraphQLDecimal, insert_meta_fields_into_existing_schema, is_meta_field ) +from .schema_generation.schema_graph import SchemaGraph +from .schema_generation.graphql_schema import get_graphql_schema_from_schema_graph __package_name__ = 'graphql-compiler' @@ -67,7 +69,7 @@ def graphql_to_sql(schema, graphql_query, parameters, compiler_metadata, schema: GraphQL schema object describing the schema of the graph to be queried graphql_query: the GraphQL query to compile to SQL, as a string parameters: dict, mapping argument name to its value, for every parameter the query expects. - compiler_metadata: CompilerMetadata object, provides SQLAlchemy specific backend + compiler_metadata: SqlMetadata object, provides SQLAlchemy specific backend information type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. Used as a workaround for GraphQL's lack of support for @@ -132,3 +134,55 @@ def graphql_to_gremlin(schema, graphql_query, parameters, type_equivalence_hints schema, graphql_query, type_equivalence_hints=type_equivalence_hints) return compilation_result._replace( query=insert_arguments_into_query(compilation_result, parameters)) + + +def get_graphql_schema_from_orientdb_schema_data(schema_data, class_to_field_type_overrides=None): + """Construct a GraphQL schema from an OrientDB schema. + + Args: + schema_data: list of dicts describing the classes in the OrientDB schema. The following + format is the way the data is structured in OrientDB 2. See + test_get_graphql_schema_from_orientdb_schema in + graphql_compiler/tests/integration_tests/test_backends_integration.py + for an example of how to query this data. + Each dict has the following string fields: + - name: string, the name of the class. + - superClasses (optional): list of strings, the name of the class's + superclasses. + - superClass (optional): string, the name of the class's superclass. May be + used instead of superClasses if there is only one + superClass. Used for backwards compatibility with + OrientDB. + - customFields (optional): dict, string -> string, data defined on the class + instead of instances of the class. + - abstract: bool, true if the class is abstract. + - properties: list of dicts, describing the class's properties. + Each property dictionary has the following string fields: + - name: string, the name of the property. + - type_id: int, builtin OrientDB type ID of the field. + - linked_type (optional): int, if the property is a + collection of builtin OrientDB + objects, then it indicates their + type ID. + - linked_class (optional): string, if the property is a + collection of class instances, + then it indicates the name of the + class. If class is an edge class, + and the field name is either 'in' + or 'out', then it describes the + name of an endpoint of the edge. + class_to_field_type_overrides: optional dict, class name -> {field name -> field type}, + (string -> {string -> GraphQLType}). Used to override the + type of a field in the class where it's first defined and all + the class's subclasses. + + Returns: + tuple of (GraphQL schema object, GraphQL type equivalence hints dict). + The tuple is of type (GraphQLSchema, GraphQLUnionType). + We hide classes with no properties in the schema since they're not representable in GraphQL. + """ + if class_to_field_type_overrides is None: + class_to_field_type_overrides = dict() + + schema_graph = SchemaGraph(schema_data) + return get_graphql_schema_from_schema_graph(schema_graph, class_to_field_type_overrides) diff --git a/graphql_compiler/compiler/emit_sql.py b/graphql_compiler/compiler/emit_sql.py index c0de683d4..d0360fd06 100644 --- a/graphql_compiler/compiler/emit_sql.py +++ b/graphql_compiler/compiler/emit_sql.py @@ -30,7 +30,7 @@ # 'query_path_to_node': Dict[Tuple[str, ...], SqlNode], mapping from each # query_path to the SqlNode located at that query_path. 'query_path_to_node', - # 'compiler_metadata': CompilerMetadata, SQLAlchemy metadata about Table objects, and + # 'compiler_metadata': SqlMetadata, SQLAlchemy metadata about Table objects, and # further backend specific configuration. 'compiler_metadata', )) @@ -41,7 +41,7 @@ def emit_code_from_ir(sql_query_tree, compiler_metadata): Args: sql_query_tree: SqlQueryTree, tree representation of the query to emit. - compiler_metadata: CompilerMetadata, SQLAlchemy specific metadata. + compiler_metadata: SqlMetadata, SQLAlchemy specific metadata. Returns: SQLAlchemy Query diff --git a/graphql_compiler/schema_generation/__init__.py b/graphql_compiler/schema_generation/__init__.py new file mode 100644 index 000000000..2ea5d0fcf --- /dev/null +++ b/graphql_compiler/schema_generation/__init__.py @@ -0,0 +1 @@ +# Copyright 2019-present Kensho Technologies, LLC. diff --git a/graphql_compiler/schema_generation/exceptions.py b/graphql_compiler/schema_generation/exceptions.py new file mode 100644 index 000000000..c1e9aa649 --- /dev/null +++ b/graphql_compiler/schema_generation/exceptions.py @@ -0,0 +1,38 @@ +# Copyright 2019-present Kensho Technologies, LLC. +class SchemaError(Exception): + """Base class for all errors related to the schema.""" + + +class InvalidClassError(SchemaError): + """Raised for two reasons, disambiguated by their message: + + - Class A was expected to be a subclass of class B, but that was found to not be the case. + - The requested class did not exist. + + In either case, the conclusion is the same -- this is a programming error, + and there is nothing the code can do to recover. + """ + + +class InvalidPropertyError(SchemaError): + """Raised when a class was expected to have a given property that did not actually exist.""" + + +class IllegalSchemaStateError(SchemaError): + """Raised when the schema loaded from OrientDB is in an illegal state. + + When loading the OrientDB schema, we check various invariants. For example, + we check that all non-abstract edge classes must define what types of vertices they connect. + These invariants must hold during steady-state operation, but may sometimes be + temporarily violated -- for example, during the process of applying new schema to the database. + This exception is raised in such situations. + + Therefore, if the exception is raised during testing or during steady-state operation + of the graph, it indicates a bug of some sort. If the exception is encountered during + deploys or other activities that may cause schema changes to the database, + it is probably ephemeral and the operation in question may be retried. + """ + + +class EmptySchemaError(SchemaError): + """Raised when there are no visible vertex types to import into the GraphQL schema object.""" diff --git a/graphql_compiler/schema_generation/graphql_schema.py b/graphql_compiler/schema_generation/graphql_schema.py new file mode 100644 index 000000000..8ed98f414 --- /dev/null +++ b/graphql_compiler/schema_generation/graphql_schema.py @@ -0,0 +1,368 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import OrderedDict +from itertools import chain + +from graphql.type import ( + GraphQLBoolean, GraphQLField, GraphQLFloat, GraphQLInt, GraphQLInterfaceType, GraphQLList, + GraphQLObjectType, GraphQLSchema, GraphQLString, GraphQLUnionType +) +import six + +from ..schema import ( + DIRECTIVES, EXTENDED_META_FIELD_DEFINITIONS, GraphQLDate, GraphQLDateTime, GraphQLDecimal +) +from .exceptions import EmptySchemaError +from .schema_properties import ( + EDGE_DESTINATION_PROPERTY_NAME, EDGE_SOURCE_PROPERTY_NAME, PROPERTY_TYPE_BOOLEAN_ID, + PROPERTY_TYPE_DATE_ID, PROPERTY_TYPE_DATETIME_ID, PROPERTY_TYPE_DECIMAL_ID, + PROPERTY_TYPE_DOUBLE_ID, PROPERTY_TYPE_EMBEDDED_LIST_ID, PROPERTY_TYPE_EMBEDDED_SET_ID, + PROPERTY_TYPE_FLOAT_ID, PROPERTY_TYPE_INTEGER_ID, PROPERTY_TYPE_STRING_ID +) + + +def _get_inherited_field_types(class_to_field_type_overrides, schema_graph): + """Return a dictionary describing the field type overrides in subclasses.""" + inherited_field_type_overrides = dict() + for superclass_name, field_type_overrides in class_to_field_type_overrides.items(): + for subclass_name in schema_graph.get_subclass_set(superclass_name): + inherited_field_type_overrides.setdefault(subclass_name, dict()) + inherited_field_type_overrides[subclass_name].update(field_type_overrides) + return inherited_field_type_overrides + + +def _validate_overriden_fields_are_not_defined_in_superclasses(class_to_field_type_overrides, + schema_graph): + """Assert that the fields we want to override are not defined in superclasses.""" + for class_name, field_type_overrides in six.iteritems(class_to_field_type_overrides): + for superclass_name in schema_graph.get_inheritance_set(class_name): + if superclass_name != class_name: + superclass = schema_graph.get_element_by_class_name(superclass_name) + for field_name in field_type_overrides: + if field_name in superclass.properties: + raise AssertionError( + u'Attempting to override field "{}" from class "{}", but the field is ' + u'defined in superclass "{}"' + .format(field_name, class_name, superclass_name)) + + +def _get_classes_with_no_properties(schema_graph): + """Return the set of classes that have no properties.""" + classes_with_no_properties = set() + for vertex_cls_name in schema_graph.vertex_class_names: + vertex_cls = schema_graph.get_element_by_class_name(vertex_cls_name) + if len(vertex_cls.properties) == 0: + classes_with_no_properties.add(vertex_cls_name) + return classes_with_no_properties + + +def _property_descriptor_to_graphql_type(property_obj): + """Return the best GraphQL type representation for an OrientDB property descriptor.""" + property_type = property_obj.type_id + scalar_types = { + PROPERTY_TYPE_BOOLEAN_ID: GraphQLBoolean, + PROPERTY_TYPE_DATE_ID: GraphQLDate, + PROPERTY_TYPE_DATETIME_ID: GraphQLDateTime, + PROPERTY_TYPE_DECIMAL_ID: GraphQLDecimal, + PROPERTY_TYPE_DOUBLE_ID: GraphQLFloat, + PROPERTY_TYPE_FLOAT_ID: GraphQLFloat, + PROPERTY_TYPE_INTEGER_ID: GraphQLInt, + PROPERTY_TYPE_STRING_ID: GraphQLString, + } + + result = scalar_types.get(property_type, None) + if result: + return result + + mapping_types = { + PROPERTY_TYPE_EMBEDDED_SET_ID: GraphQLList, + PROPERTY_TYPE_EMBEDDED_LIST_ID: GraphQLList, + } + wrapping_type = mapping_types.get(property_type, None) + if wrapping_type: + linked_property_obj = property_obj.qualifier + # There are properties that are embedded collections of non-primitive types, + # for example, ProxyEventSet.scalar_parameters. + # The GraphQL compiler does not currently support these. + if linked_property_obj in scalar_types: + return wrapping_type(scalar_types[linked_property_obj]) + + # We weren't able to represent this property in GraphQL, so we'll hide it instead. + return None + + +def _get_union_type_name(type_names_to_union): + """Construct a unique union type name based on the type names being unioned.""" + if not type_names_to_union: + raise AssertionError(u'Expected a non-empty list of type names to union, received: ' + u'{}'.format(type_names_to_union)) + return u'Union__' + u'__'.join(sorted(type_names_to_union)) + + +def _get_fields_for_class(schema_graph, graphql_types, field_type_overrides, hidden_classes, + cls_name): + """Return a dict from field name to GraphQL field type, for the specified graph class.""" + properties = schema_graph.get_element_by_class_name(cls_name).properties + + # Add leaf GraphQL fields (class properties). + all_properties = { + property_name: _property_descriptor_to_graphql_type(property_obj) + for property_name, property_obj in six.iteritems(properties) + } + result = { + property_name: graphql_representation + for property_name, graphql_representation in six.iteritems(all_properties) + if graphql_representation is not None + } + + # Add edge GraphQL fields (edges to other vertex classes). + schema_element = schema_graph.get_element_by_class_name(cls_name) + outbound_edges = ( + ('out_{}'.format(out_edge_name), + schema_graph.get_element_by_class_name(out_edge_name).properties[ + EDGE_DESTINATION_PROPERTY_NAME].qualifier) + for out_edge_name in schema_element.out_connections + ) + inbound_edges = ( + ('in_{}'.format(in_edge_name), + schema_graph.get_element_by_class_name(in_edge_name).properties[ + EDGE_SOURCE_PROPERTY_NAME].qualifier) + for in_edge_name in schema_element.in_connections + ) + for field_name, to_type_name in chain(outbound_edges, inbound_edges): + edge_endpoint_type_name = None + subclasses = schema_graph.get_subclass_set(to_type_name) + + to_type_abstract = schema_graph.get_element_by_class_name(to_type_name).abstract + if not to_type_abstract and len(subclasses) > 1: + # If the edge endpoint type has no subclasses, it can't be coerced into any other type. + # If the edge endpoint type is abstract (an interface type), we can already + # coerce it to the proper type with a GraphQL fragment. However, if the endpoint type + # is non-abstract and has subclasses, we need to return its subclasses as an union type. + # This is because GraphQL fragments cannot be applied on concrete types, and + # GraphQL does not support inheritance of concrete types. + type_names_to_union = [ + subclass + for subclass in subclasses + if subclass not in hidden_classes + ] + if type_names_to_union: + edge_endpoint_type_name = _get_union_type_name(type_names_to_union) + else: + if to_type_name not in hidden_classes: + edge_endpoint_type_name = to_type_name + + if edge_endpoint_type_name is not None: + # If we decided to not hide this edge due to its endpoint type being non-representable, + # represent the edge field as the GraphQL type List(edge_endpoint_type_name). + result[field_name] = GraphQLList(graphql_types[edge_endpoint_type_name]) + + for field_name, field_type in six.iteritems(field_type_overrides): + if field_name not in result: + raise AssertionError(u'Attempting to override field "{}" from class "{}", but the ' + u'class does not contain said field'.format(field_name, cls_name)) + else: + result[field_name] = field_type + + return result + + +def _create_field_specification(schema_graph, graphql_types, field_type_overrides, + hidden_classes, cls_name): + """Return a function that specifies the fields present on the given type.""" + def field_maker_func(): + """Create and return the fields for the given GraphQL type.""" + result = EXTENDED_META_FIELD_DEFINITIONS.copy() + result.update(OrderedDict([ + (name, GraphQLField(value)) + for name, value in sorted(six.iteritems(_get_fields_for_class( + schema_graph, graphql_types, field_type_overrides, hidden_classes, cls_name)), + key=lambda x: x[0]) + ])) + return result + + return field_maker_func + + +def _create_interface_specification(schema_graph, graphql_types, hidden_classes, cls_name): + """Return a function that specifies the interfaces implemented by the given type.""" + def interface_spec(): + """Return a list of GraphQL interface types implemented by the type named 'cls_name'.""" + abstract_inheritance_set = ( + superclass_name + for superclass_name in sorted(list(schema_graph.get_inheritance_set(cls_name))) + if (superclass_name not in hidden_classes and + schema_graph.get_element_by_class_name(superclass_name).abstract) + ) + + return [ + graphql_types[x] + for x in abstract_inheritance_set + if x not in hidden_classes + ] + + return interface_spec + + +def _create_union_types_specification(schema_graph, graphql_types, hidden_classes, base_name): + """Return a function that gives the types in the union type rooted at base_name.""" + # When edges point to vertices of type base_name, and base_name is both non-abstract and + # has subclasses, we need to represent the edge endpoint type with a union type based on + # base_name and its subclasses. This function calculates what types that union should include. + def types_spec(): + """Return a list of GraphQL types that this class' corresponding union type includes.""" + return [ + graphql_types[x] + for x in sorted(list(schema_graph.get_subclass_set(base_name))) + if x not in hidden_classes + ] + + return types_spec + + +def get_graphql_schema_from_schema_graph(schema_graph, class_to_field_type_overrides): + """Return a GraphQL schema object corresponding to the schema of the given schema graph. + + Args: + schema_graph: SchemaGraph + class_to_field_type_overrides: dict, class name -> {field name -> field type}, + (string -> {string -> GraphQLType}). Used to override the + type of a field in the class where it's first defined and all + the class's subclasses. + + Returns: + tuple of (GraphQL schema object, GraphQL type equivalence hints dict). + The tuple is of type (GraphQLSchema, GraphQLUnionType). + We hide classes with no properties in the schema since they're not representable in GraphQL. + """ + _validate_overriden_fields_are_not_defined_in_superclasses(class_to_field_type_overrides, + schema_graph) + + # The field types of subclasses must also be overridden. + # Remember that the result returned by get_subclass_set(class_name) includes class_name itself. + inherited_field_type_overrides = _get_inherited_field_types(class_to_field_type_overrides, + schema_graph) + + # Classes with no properties are not representable in GraphQL. + hidden_classes = _get_classes_with_no_properties(schema_graph) + + graphql_types = OrderedDict() + type_equivalence_hints = OrderedDict() + + # For each vertex class, construct its analogous GraphQL type representation. + for vertex_cls_name in sorted(schema_graph.vertex_class_names): + vertex_cls = schema_graph.get_element_by_class_name(vertex_cls_name) + if vertex_cls_name in hidden_classes: + continue + + inherited_field_type_overrides.setdefault(vertex_cls_name, dict()) + field_type_overrides = inherited_field_type_overrides[vertex_cls_name] + + # We have to use delayed type binding here, because some of the type references + # are circular: if an edge connects vertices of types A and B, then + # GraphQL type A has a List[B] field, and type B has a List[A] field. + # To avoid the circular dependency, GraphQL allows us to initialize the types + # initially without their field information, and fill in their field information + # later using a lambda function as the second argument to GraphQLObjectType. + # This lambda function will be called on each type after all types are created + # in their initial blank state. + # + # However, 'cls_name' is a variable that would not be correctly bound + # if we naively tried to construct a lambda in-place, because Python lambdas + # are not closures. Instead, call a function with 'cls_name' as an argument, + # and have that function construct and return the required lambda. + field_specification_lambda = _create_field_specification( + schema_graph, graphql_types, field_type_overrides, hidden_classes, vertex_cls_name) + + # Abstract classes are interfaces, concrete classes are object types. + current_graphql_type = None + if vertex_cls.abstract: + # "fields" is a kwarg in the interface constructor, even though + # it's a positional arg in the object type constructor. + current_graphql_type = GraphQLInterfaceType(vertex_cls_name, + fields=field_specification_lambda) + else: + # For similar reasons as the field_specification_lambda, + # we need to create an interface specification lambda function that + # specifies the interfaces implemented by this type. + interface_specification_lambda = _create_interface_specification( + schema_graph, graphql_types, hidden_classes, vertex_cls_name) + + # N.B.: Ignore the "is_type_of" argument below, it is simply a circumvention of + # a sanity check inside the GraphQL library. The library assumes that we'll use + # its execution system, so it complains that we don't provide a means to + # differentiate between different implementations of the same interface. + # We don't care, because we compile the GraphQL query to a database query. + current_graphql_type = GraphQLObjectType(vertex_cls_name, + field_specification_lambda, + interfaces=interface_specification_lambda, + is_type_of=lambda: None) + + graphql_types[vertex_cls_name] = current_graphql_type + + # For each vertex class, construct all union types representations. + for vertex_cls_name in sorted(schema_graph.vertex_class_names): + vertex_cls = schema_graph.get_element_by_class_name(vertex_cls_name) + if vertex_cls_name in hidden_classes: + continue + + vertex_cls_subclasses = schema_graph.get_subclass_set(vertex_cls_name) + if not vertex_cls.abstract and len(vertex_cls_subclasses) > 1: + # In addition to creating this class' corresponding GraphQL type, we'll need a + # union type to represent it when it appears as the endpoint of an edge. + union_type_name = _get_union_type_name(vertex_cls_subclasses) + + # For similar reasons as the field_specification_lambda, + # we need to create a union type specification lambda function that specifies + # the types that this union type is composed of. + type_specification_lambda = _create_union_types_specification( + schema_graph, graphql_types, hidden_classes, vertex_cls_name) + + union_type = GraphQLUnionType(union_type_name, types=type_specification_lambda) + graphql_types[union_type_name] = union_type + type_equivalence_hints[graphql_types[vertex_cls_name]] = union_type + + # Include all abstract non-vertex classes whose only non-abstract subclasses are vertices. + for non_graph_cls_name in sorted(schema_graph.non_graph_class_names): + if non_graph_cls_name in hidden_classes: + continue + if not schema_graph.get_element_by_class_name(non_graph_cls_name).abstract: + continue + + cls_subclasses = schema_graph.get_subclass_set(non_graph_cls_name) + # No need to add the possible abstract class if it doesn't have subclasses besides itself. + if len(cls_subclasses) > 1: + all_non_abstract_subclasses_are_vertices = True + + # Check all non-abstract subclasses are vertices. + for subclass_name in cls_subclasses: + subclass = schema_graph.get_element_by_class_name(subclass_name) + if subclass_name != non_graph_cls_name: + if not subclass.abstract and not subclass.is_vertex: + all_non_abstract_subclasses_are_vertices = False + break + + if all_non_abstract_subclasses_are_vertices: + # Add abstract class as an interface. + inherited_field_type_overrides.setdefault(non_graph_cls_name, dict()) + field_type_overrides = inherited_field_type_overrides[non_graph_cls_name] + field_specification_lambda = _create_field_specification( + schema_graph, graphql_types, field_type_overrides, hidden_classes, + non_graph_cls_name) + graphql_type = GraphQLInterfaceType(non_graph_cls_name, + fields=field_specification_lambda) + graphql_types[non_graph_cls_name] = graphql_type + + if not graphql_types: + raise EmptySchemaError(u'After evaluating all subclasses of V, we were not able to find ' + u'visible schema data to import into the GraphQL schema object') + + # Create the root query GraphQL type. Consists of all non-union classes, i.e. + # all non-abstract classes (as GraphQL types) and all abstract classes (as GraphQL interfaces). + RootSchemaQuery = GraphQLObjectType('RootSchemaQuery', OrderedDict([ + (name, GraphQLField(value)) + for name, value in sorted(six.iteritems(graphql_types), key=lambda x: x[0]) + if not isinstance(value, GraphQLUnionType) + ])) + + schema = GraphQLSchema(RootSchemaQuery, directives=DIRECTIVES) + return schema, type_equivalence_hints diff --git a/graphql_compiler/schema_generation/schema_graph.py b/graphql_compiler/schema_generation/schema_graph.py new file mode 100644 index 000000000..77ff903e5 --- /dev/null +++ b/graphql_compiler/schema_generation/schema_graph.py @@ -0,0 +1,640 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from itertools import chain + +import six + +from .exceptions import IllegalSchemaStateError, InvalidClassError, InvalidPropertyError +from .schema_properties import ( + COLLECTION_PROPERTY_TYPES, EDGE_DESTINATION_PROPERTY_NAME, EDGE_SOURCE_PROPERTY_NAME, + ILLEGAL_PROPERTY_NAME_PREFIXES, ORIENTDB_BASE_EDGE_CLASS_NAME, ORIENTDB_BASE_VERTEX_CLASS_NAME, + PROPERTY_TYPE_LINK_ID, PropertyDescriptor, parse_default_property_value, + validate_supported_property_type_id +) +from .utils import toposort_classes + + +def _validate_non_abstract_edge_has_defined_endpoint_types(class_name, properties): + """Validate that the non-abstract edge properties dict has defined in/out link properties.""" + edge_source = properties.get(EDGE_SOURCE_PROPERTY_NAME, None) + edge_destination = properties.get(EDGE_DESTINATION_PROPERTY_NAME, None) + has_defined_endpoint_types = all(( + edge_source is not None and edge_source.type_id == PROPERTY_TYPE_LINK_ID, + edge_destination is not None and edge_destination.type_id == PROPERTY_TYPE_LINK_ID, + )) + if not has_defined_endpoint_types: + raise IllegalSchemaStateError(u'Found a non-abstract edge class with undefined or illegal ' + u'in/out properties: {} {}'.format(class_name, properties)) + + +def _validate_non_edges_do_not_have_edge_like_properties(class_name, properties): + """Validate that non-edges do not have the in/out properties defined.""" + has_source = EDGE_SOURCE_PROPERTY_NAME in properties + has_destination = EDGE_DESTINATION_PROPERTY_NAME in properties + + if has_source or has_destination: + raise IllegalSchemaStateError(u'Found a non-edge class that defines edge-like "in" or ' + u'"out" properties: {} {}'.format(class_name, properties)) + + for property_name, property_descriptor in six.iteritems(properties): + if property_descriptor.type_id == PROPERTY_TYPE_LINK_ID: + raise IllegalSchemaStateError(u'Non-edge class "{}" has a property of type Link, this ' + u'is not allowed: {}'.format(class_name, property_name)) + + +def _validate_edges_do_not_have_extra_links(class_name, properties): + """Validate that edges do not have properties of Link type that aren't the edge endpoints.""" + for property_name, property_descriptor in six.iteritems(properties): + if property_name in {EDGE_SOURCE_PROPERTY_NAME, EDGE_DESTINATION_PROPERTY_NAME}: + continue + + if property_descriptor.type_id == PROPERTY_TYPE_LINK_ID: + raise IllegalSchemaStateError(u'Edge class "{}" has a property of type Link that is ' + u'not an edge endpoint, this is not allowed: ' + u'{}'.format(class_name, property_name)) + + +def _validate_property_names(class_name, properties): + """Validate that properties do not have names that may cause problems in the GraphQL schema.""" + for property_name in properties: + if not property_name or property_name.startswith(ILLEGAL_PROPERTY_NAME_PREFIXES): + raise IllegalSchemaStateError(u'Class "{}" has a property with an illegal name: ' + u'{}'.format(class_name, property_name)) + + +def _validate_collections_have_default_values(class_name, property_name, property_descriptor): + """Validate that if the property is of collection type, it has a specified default value.""" + # We don't want properties of collection type having "null" values, since that may cause + # unexpected errors during GraphQL query execution and other operations. + if property_descriptor.type_id in COLLECTION_PROPERTY_TYPES: + if property_descriptor.default is None: + raise IllegalSchemaStateError(u'Class "{}" has a property "{}" of collection type with ' + u'no default value.'.format(class_name, property_name)) + + +def get_superclasses_from_class_definition(class_definition): + """Extract a list of all superclass names from a class definition dict.""" + # New-style superclasses definition, supporting multiple-inheritance. + superclasses = class_definition.get('superClasses', None) + + if superclasses: + return list(superclasses) + + # Old-style superclass definition, single inheritance only. + superclass = class_definition.get('superClass', None) + if superclass: + return [superclass] + + # No superclasses are present. + return [] + + +class SchemaElement(object): + ELEMENT_KIND_VERTEX = 'vertex' + ELEMENT_KIND_EDGE = 'edge' + ELEMENT_KIND_NON_GRAPH = 'non-graph' + + def __init__(self, class_name, kind, abstract, properties, class_fields): + """Create a new SchemaElement object. + + Args: + class_name: string, the name of the schema element class. + kind: string, one of the values of ELEMENT_KIND_VERTEX, ELEMENT_KIND_EDGE or + ELEMENT_KIND_NON_GRAPH. Describes whether the schema class is a vertex, edge, + or non-graph class. + abstract: bool, True if the class is abstract, and False otherwise. + properties: dict, property name -> PropertyDescriptor describing the properties of + the schema element. + class_fields: dict, class field name -> class field value, both strings + + Returns: + a SchemaElement with the given parameters + """ + if kind == SchemaElement.ELEMENT_KIND_EDGE: + _validate_edges_do_not_have_extra_links(class_name, properties) + if not abstract: + _validate_non_abstract_edge_has_defined_endpoint_types(class_name, properties) + + else: + # Non-edges must not have properties like "in" or "out" defined, and + # must not have properties of type "Link". + _validate_non_edges_do_not_have_edge_like_properties(class_name, properties) + + _validate_property_names(class_name, properties) + + self._class_name = class_name + self._kind = kind + self._abstract = abstract + self._properties = properties + self._class_fields = class_fields + + # In the schema graph, both vertices and edges are represented with vertices. + # These dicts have the name of the adjacent schema vertex in the appropriate direction. + # + # For vertex classes: + # in = the edge is attached with its head / arrow side + # out = the edge is attached with its tail side + # + # For edge classes: + # in = the tail side of the edge + # out = the head / arrow side of the edge + # + # For non-graph classes, these properties are always empty sets. + self.in_connections = set() + self.out_connections = set() + + @property + def abstract(self): + """Return True if the represented type is abstract, and False otherwise.""" + return self._abstract + + @property + def class_name(self): + """Return the name of the type that the schema element represents.""" + return self._class_name + + @property + def properties(self): + """Return a dict of property name to property descriptor for this schema element.""" + return self._properties + + @property + def class_fields(self): + """Return a dict containing all class fields defined on the schema element.""" + return self._class_fields + + @property + def is_vertex(self): + """Return True if the schema element represents a vertex type, and False otherwise.""" + return self._kind == SchemaElement.ELEMENT_KIND_VERTEX + + @property + def is_edge(self): + """Return True if the schema element represents an edge type, and False otherwise.""" + return self._kind == SchemaElement.ELEMENT_KIND_EDGE + + @property + def is_non_graph(self): + """Return True if the schema element represents a non-graph type, and False otherwise.""" + return self._kind == SchemaElement.ELEMENT_KIND_NON_GRAPH + + def freeze(self): + """Make the SchemaElement's connections immutable.""" + self.in_connections = frozenset(self.in_connections) + self.out_connections = frozenset(self.out_connections) + + def __str__(self): + """Stringify the SchemaElement.""" + return ( + 'SchemaElement({}, {}, abstract={}, properties={}, in_conn={}, out_conn={})' + .format(self._class_name, self._kind, self._abstract, self._properties, + self.in_connections, self.out_connections) + ) + + __repr__ = __str__ + + +class SchemaGraph(object): + """The SchemaGraph is a graph utility used to represent a OrientDB schema. + + The SchemaGraph contains a representation of all vertex and edge types in the graph, + as well as their possible connections. This is useful when working with with paths + on the graph. It also holds a fully denormalized schema for the graph. + """ + + def __init__(self, schema_data): + """Create a new SchemaGraph from the OrientDB schema. + + Args: + schema_data: list of dicts describing the classes in the OrientDB schema. The following + format is the way the data is structured in OrientDB 2. See + test_get_graphql_schema_from_orientdb_schema in + graphql_compiler/tests/integration_tests/test_backends_integration.py + for an example of how to query this data. + Each dict has the following string fields: + - name: string, the name of the class. + - superClasses (optional): list of strings, the name of the class's + superclasses. + - superClass (optional): string, the name of the class's superclass. May + be used instead of superClasses if there is + only one superClass. Used for backwards + compatibility with OrientDB. + - customFields (optional): dict, string -> string, data defined on the + class instead of instances of the class. + - abstract: bool, true if the class is abstract. + - properties: list of dicts, describing the class's properties. + Each property dictionary has the following string fields: + - name: string, the name of the property. + - type_id: int, builtin OrientDB type ID of the field. + - linked_type (optional): int, if the property is a + collection of builtin + OrientDB objects, then it + indicates their type ID. + - linked_class (optional): string, if the property is a + collection of class + instances, then it indicates + the name of the class. If + class is an edge class, and + the field name is either 'in' + or 'out', then it describes + the name of an endpoint of + the edge. + + Returns: + fully-constructed SchemaGraph object + """ + toposorted_schema_data = toposort_classes(schema_data) + self._elements = dict() + + self._inheritance_sets = dict() + self._subclass_sets = dict() + + self._vertex_class_names = set() + self._edge_class_names = set() + self._non_graph_class_names = set() + + self._set_up_inheritance_and_subclass_sets(toposorted_schema_data) + + class_name_to_definition = { + class_definition['name']: class_definition + for class_definition in toposorted_schema_data + } + + # Initialize the _vertex_class_names, _edge_class_names, and _non_graph_class_names sets. + self._split_classes_by_kind(class_name_to_definition) + + kind_to_class_names = { + SchemaElement.ELEMENT_KIND_NON_GRAPH: self._non_graph_class_names, + SchemaElement.ELEMENT_KIND_VERTEX: self._vertex_class_names, + SchemaElement.ELEMENT_KIND_EDGE: self._edge_class_names, + } + for kind, class_names in six.iteritems(kind_to_class_names): + self._set_up_schema_elements_of_kind(class_name_to_definition, kind, class_names) + + # Initialize the connections that show which schema classes can be connected to + # which other schema classes, then freeze all schema elements. + self._link_vertex_and_edge_types() + for element in six.itervalues(self._elements): + element.freeze() + + def get_element_by_class_name(self, class_name): + """Return the SchemaElement for the specified class name""" + return self._elements[class_name] + + def get_inheritance_set(self, cls): + """Return all class names that the given class inherits from, including itself.""" + return self._inheritance_sets[cls] + + def get_subclass_set(self, cls): + """Return all class names that inherit from this class, including itself.""" + return self._subclass_sets[cls] + + def get_default_property_values(self, classname): + """Return a dict with default values for all properties declared on this class.""" + schema_element = self.get_element_by_class_name(classname) + + result = { + property_name: property_descriptor.default + for property_name, property_descriptor in six.iteritems(schema_element.properties) + } + + if schema_element.is_edge: + # Remove the source/destination properties for edges, if they exist. + result.pop(EDGE_SOURCE_PROPERTY_NAME, None) + result.pop(EDGE_DESTINATION_PROPERTY_NAME, None) + + return result + + def _get_property_values_with_defaults(self, classname, property_values): + """Return the property values for the class, with default values applied where needed.""" + # To uphold OrientDB semantics, make a new dict with all property values set + # to their default values, which are None if no default was set. + # Then, overwrite its data with the supplied property values. + final_values = self.get_default_property_values(classname) + final_values.update(property_values) + return final_values + + def get_element_by_class_name_or_raise(self, class_name): + """Return the SchemaElement for the specified class name, asserting that it exists.""" + if class_name not in self._elements: + raise InvalidClassError(u'Class does not exist: {}'.format(class_name)) + + return self._elements[class_name] + + def get_vertex_schema_element_or_raise(self, vertex_classname): + """Return the schema element with the given name, asserting that it's of vertex type.""" + schema_element = self.get_element_by_class_name_or_raise(vertex_classname) + + if not schema_element.is_vertex: + raise InvalidClassError(u'Non-vertex class provided: {}'.format(vertex_classname)) + + return schema_element + + def get_edge_schema_element_or_raise(self, edge_classname): + """Return the schema element with the given name, asserting that it's of edge type.""" + schema_element = self.get_element_by_class_name_or_raise(edge_classname) + + if not schema_element.is_edge: + raise InvalidClassError(u'Non-edge class provided: {}'.format(edge_classname)) + + return schema_element + + def validate_is_vertex_type(self, vertex_classname): + """Validate that a vertex classname indeed corresponds to a vertex class.""" + self.get_vertex_schema_element_or_raise(vertex_classname) + + def validate_is_edge_type(self, edge_classname): + """Validate that a edge classname indeed corresponds to a edge class.""" + self.get_edge_schema_element_or_raise(edge_classname) + + def validate_is_non_abstract_vertex_type(self, vertex_classname): + """Validate that a vertex classname corresponds to a non-abstract vertex class.""" + element = self.get_vertex_schema_element_or_raise(vertex_classname) + + if element.abstract: + raise InvalidClassError(u'Expected a non-abstract vertex class, but {} is abstract' + .format(vertex_classname)) + + def validate_is_non_abstract_edge_type(self, edge_classname): + """Validate that a edge classname corresponds to a non-abstract edge class.""" + element = self.get_edge_schema_element_or_raise(edge_classname) + + if element.abstract: + raise InvalidClassError(u'Expected a non-abstract vertex class, but {} is abstract' + .format(edge_classname)) + + def validate_properties_exist(self, classname, property_names): + """Validate that the specified property names are indeed defined on the given class.""" + schema_element = self.get_element_by_class_name(classname) + + requested_properties = set(property_names) + available_properties = set(schema_element.properties.keys()) + non_existent_properties = requested_properties - available_properties + if non_existent_properties: + raise InvalidPropertyError( + u'Class "{}" does not have definitions for properties "{}": ' + u'{}'.format(classname, non_existent_properties, property_names)) + + @property + def class_names(self): + """Return the set of all class names""" + return set(six.iterkeys(self._elements)) + + @property + def vertex_class_names(self): + """Return the set of vertex class names in the SchemaGraph.""" + return self._vertex_class_names + + @property + def edge_class_names(self): + """Return the set of edge class names in the SchemaGraph.""" + return self._edge_class_names + + @property + def non_graph_class_names(self): + """Return the set of non-graph class names in the SchemaGraph.""" + return self._non_graph_class_names + + def _set_up_inheritance_and_subclass_sets(self, schema_data): + """Load all inheritance data from the OrientDB schema. Used as part of __init__.""" + # For each class name, construct its inheritance set: + # itself + the set of class names from which it inherits. + for class_definition in schema_data: + class_name = class_definition['name'] + immediate_superclass_names = get_superclasses_from_class_definition( + class_definition) + + inheritance_set = set(immediate_superclass_names) + inheritance_set.add(class_name) + + # Since the input data must be in topological order, the superclasses of + # the current class should have already been processed. + # A KeyError on the following line would mean that the input + # was not topologically sorted. + inheritance_set.update(chain.from_iterable( + self._inheritance_sets[superclass_name] + for superclass_name in immediate_superclass_names + )) + + # Freeze the inheritance set so it can't ever be modified again. + self._inheritance_sets[class_name] = frozenset(inheritance_set) + + # For each class name, construct its subclass set: + # itself + the set of class names that inherit from it. + for subclass_name, superclass_names in six.iteritems(self._inheritance_sets): + for superclass_name in superclass_names: + self._subclass_sets.setdefault( + superclass_name, set()).add(subclass_name) + + # Freeze all subclass sets so they can never be modified again, + # making a list of all keys before modifying any of their values. + # It's bad practice to mutate a dict while iterating over it. + for class_name in list(six.iterkeys(self._subclass_sets)): + self._subclass_sets[class_name] = frozenset(self._subclass_sets[class_name]) + + def _split_classes_by_kind(self, class_name_to_definition): + """Assign each class to the vertex, edge or non-graph type sets based on its kind.""" + for class_name in class_name_to_definition: + inheritance_set = self._inheritance_sets[class_name] + + is_vertex = ORIENTDB_BASE_VERTEX_CLASS_NAME in inheritance_set + is_edge = ORIENTDB_BASE_EDGE_CLASS_NAME in inheritance_set + + if is_vertex and is_edge: + raise AssertionError(u'Class {} appears to be both a vertex and an edge class: ' + u'{}'.format(class_name, inheritance_set)) + elif is_vertex: + self._vertex_class_names.add(class_name) + elif is_edge: + self._edge_class_names.add(class_name) + else: + self._non_graph_class_names.add(class_name) + + # Freeze the classname sets so they cannot be modified again. + self._vertex_class_names = frozenset(self._vertex_class_names) + self._edge_class_names = frozenset(self._edge_class_names) + self._non_graph_class_names = frozenset(self._non_graph_class_names) + + def _set_up_schema_elements_of_kind(self, class_name_to_definition, kind, class_names): + """Load all schema classes of the given kind. Used as part of __init__.""" + allowed_duplicated_edge_property_names = frozenset({ + EDGE_DESTINATION_PROPERTY_NAME, EDGE_SOURCE_PROPERTY_NAME + }) + orientdb_base_classes = frozenset({ + ORIENTDB_BASE_VERTEX_CLASS_NAME, + ORIENTDB_BASE_EDGE_CLASS_NAME, + }) + + for class_name in class_names: + class_definition = class_name_to_definition[class_name] + + class_fields = class_definition.get('customFields') + if class_fields is None: + # OrientDB likes to make empty collections be None instead. + # We convert this field back to an empty dict, for our general sanity. + class_fields = dict() + + abstract = class_definition['abstract'] + if class_name in orientdb_base_classes: + # Special-case the V and E base classes: + # OrientDB won't let us make them abstract, but we don't want to create + # any vertices or edges with those types either. + # Pretend they are marked abstract in OrientDB's schema. + abstract = True + + property_name_to_descriptor = {} + all_property_lists = ( + class_name_to_definition[inherited_class_name]['properties'] + for inherited_class_name in self._inheritance_sets[class_name] + ) + links = {EDGE_DESTINATION_PROPERTY_NAME: [], EDGE_SOURCE_PROPERTY_NAME: []} + for property_definition in chain.from_iterable(all_property_lists): + property_name = property_definition['name'] + + # The only properties we allow to be redefined are the in/out properties + # of edge classes. All other properties may only be defined once + # in the entire inheritance hierarchy of any schema class, of any kind. + duplication_allowed = all(( + property_name in allowed_duplicated_edge_property_names, + kind == SchemaElement.ELEMENT_KIND_EDGE + )) + + if not duplication_allowed and property_name in property_name_to_descriptor: + raise AssertionError(u'The property "{}" on class "{}" is defined ' + u'more than once, this is not allowed!' + .format(property_name, class_name)) + + property_descriptor = self._create_descriptor_from_property_definition( + class_name, property_definition, class_name_to_definition) + + if property_name in allowed_duplicated_edge_property_names: + links[property_name].append(property_descriptor) + else: + property_name_to_descriptor[property_name] = property_descriptor + + for property_name in allowed_duplicated_edge_property_names: + elements = { + property_descriptor.qualifier + for property_descriptor in links[property_name] + } + # If there are multiple in/out properties, we choose to include the one that + # is a subclass of all the elements present in the in/out properties. + for property_descriptor in links[property_name]: + subclass_set = self._subclass_sets[property_descriptor.qualifier] + if len(elements.intersection(subclass_set)) == 1: + current_descriptor = property_name_to_descriptor.get(property_name, None) + if current_descriptor and current_descriptor != property_descriptor: + raise AssertionError(u'There already exists property "{}" in addition ' + u'to property "{}" which is a subclass of all ' + u'in/out properties for class "{}".' + .format(current_descriptor, + property_descriptor, class_name)) + property_name_to_descriptor[property_name] = property_descriptor + + if (property_name not in property_name_to_descriptor and not abstract and + kind == SchemaElement.ELEMENT_KIND_EDGE): + raise AssertionError(u'For property "{}" of non-abstract edge class "{}", ' + u'no such subclass-of-all-elements exists.' + .format(property_name, class_name)) + + self._elements[class_name] = SchemaElement(class_name, kind, abstract, + property_name_to_descriptor, class_fields) + + def _create_descriptor_from_property_definition(self, class_name, property_definition, + class_name_to_definition): + """Return a PropertyDescriptor corresponding to the given OrientDB property definition.""" + name = property_definition['name'] + type_id = property_definition['type'] + linked_class = property_definition.get('linkedClass', None) + linked_type = property_definition.get('linkedType', None) + qualifier = None + + validate_supported_property_type_id(name, type_id) + + if type_id == PROPERTY_TYPE_LINK_ID: + if class_name not in self._edge_class_names: + raise AssertionError(u'Found a property of type Link on a non-edge class: ' + u'{} {}'.format(name, class_name)) + + if name not in {EDGE_SOURCE_PROPERTY_NAME, EDGE_DESTINATION_PROPERTY_NAME}: + raise AssertionError(u'Found a property of type Link with an unexpected name: ' + u'{} {}'.format(name, class_name)) + + if linked_class is None: + raise AssertionError(u'Property "{}" is declared with type Link but has no ' + u'linked class: {}'.format(name, property_definition)) + + if linked_class not in self._vertex_class_names: + is_linked_class_abstract = class_name_to_definition[linked_class]['abstract'] + all_subclasses_are_vertices = True + for subclass in self._subclass_sets[linked_class]: + if subclass != linked_class and subclass not in self.vertex_class_names: + all_subclasses_are_vertices = False + break + if not (is_linked_class_abstract and all_subclasses_are_vertices): + raise AssertionError(u'Property "{}" is declared as a Link to class {}, but ' + u'that class is neither a vertex nor is it an ' + u'abstract class whose subclasses are all vertices!' + .format(name, linked_class)) + + qualifier = linked_class + elif type_id in COLLECTION_PROPERTY_TYPES: + if linked_class is not None and linked_type is not None: + raise AssertionError(u'Property "{}" unexpectedly has both a linked class and ' + u'a linked type: {}'.format(name, property_definition)) + elif linked_type is not None and linked_class is None: + # No linked class, must be a linked native OrientDB type. + validate_supported_property_type_id(name + ' inner type', linked_type) + + qualifier = linked_type + elif linked_class is not None and linked_type is None: + # No linked type, must be a linked non-graph user-defined type. + if linked_class not in self._non_graph_class_names: + raise AssertionError(u'Property "{}" is declared as the inner type of ' + u'an embedded collection, but is not a non-graph class: ' + u'{}'.format(name, linked_class)) + + qualifier = linked_class + else: + raise AssertionError(u'Property "{}" is an embedded collection but has ' + u'neither a linked class nor a linked type: ' + u'{}'.format(name, property_definition)) + + default_value = None + default_value_string = property_definition.get('defaultValue', None) + if default_value_string is not None: + default_value = parse_default_property_value(name, type_id, default_value_string) + + descriptor = PropertyDescriptor(type_id=type_id, qualifier=qualifier, default=default_value) + # Sanity-check the descriptor before returning it. + _validate_collections_have_default_values(class_name, name, descriptor) + return descriptor + + def _link_vertex_and_edge_types(self): + """For each edge, link it to the vertex types it connects to each other.""" + for edge_class_name in self._edge_class_names: + edge_element = self._elements[edge_class_name] + + if (EDGE_SOURCE_PROPERTY_NAME not in edge_element.properties or + EDGE_DESTINATION_PROPERTY_NAME not in edge_element.properties): + if edge_element.abstract: + continue + else: + raise AssertionError(u'Found a non-abstract edge class with undefined ' + u'endpoint types: {}'.format(edge_element)) + + from_class_name = edge_element.properties[EDGE_SOURCE_PROPERTY_NAME].qualifier + to_class_name = edge_element.properties[EDGE_DESTINATION_PROPERTY_NAME].qualifier + + edge_schema_element = self._elements[edge_class_name] + + # Link from_class_name with edge_class_name + for from_class in self._subclass_sets[from_class_name]: + from_schema_element = self._elements[from_class] + from_schema_element.out_connections.add(edge_class_name) + edge_schema_element.in_connections.add(from_class) + + # Link edge_class_name with to_class_name + for to_class in self._subclass_sets[to_class_name]: + to_schema_element = self._elements[to_class] + edge_schema_element.out_connections.add(to_class) + to_schema_element.in_connections.add(edge_class_name) diff --git a/graphql_compiler/schema_generation/schema_properties.py b/graphql_compiler/schema_generation/schema_properties.py new file mode 100644 index 000000000..b57d15d7e --- /dev/null +++ b/graphql_compiler/schema_generation/schema_properties.py @@ -0,0 +1,187 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import namedtuple +import datetime +import time + +import six + + +EDGE_SOURCE_PROPERTY_NAME = 'out' +EDGE_DESTINATION_PROPERTY_NAME = 'in' + +ORIENTDB_BASE_VERTEX_CLASS_NAME = 'V' +ORIENTDB_BASE_EDGE_CLASS_NAME = 'E' + +ILLEGAL_PROPERTY_NAME_PREFIXES = ( + # Prefixes that would make the GraphQL schema ambiguous, + # since this is how it represents adjacent vertices. + 'out_', + 'in_', + + # Prefixes reserved for future extensions to the GraphQL schema, + # in case we want to, e.g., add edge-based traversals, or "both()"-style traversals. + 'outE', + 'inE', + 'outV', + 'inV', + 'both_', + 'bothE_', + 'bothV_', +) + +PROPERTY_TYPE_BOOLEAN_ID = 0 +PROPERTY_TYPE_BOOLEAN_NAME = 'Boolean' + +PROPERTY_TYPE_INTEGER_ID = 1 +PROPERTY_TYPE_INTEGER_NAME = 'Integer' + +PROPERTY_TYPE_LONG_ID = 3 +PROPERTY_TYPE_LONG_NAME = 'Long' + +PROPERTY_TYPE_FLOAT_ID = 4 +PROPERTY_TYPE_FLOAT_NAME = 'Float' + +PROPERTY_TYPE_DOUBLE_ID = 5 +PROPERTY_TYPE_DOUBLE_NAME = 'Double' + +PROPERTY_TYPE_DATETIME_ID = 6 +PROPERTY_TYPE_DATETIME_NAME = 'DateTime' + +PROPERTY_TYPE_STRING_ID = 7 +PROPERTY_TYPE_STRING_NAME = 'String' + +PROPERTY_TYPE_EMBEDDED_LIST_ID = 10 +PROPERTY_TYPE_EMBEDDED_LIST_NAME = 'EmbeddedList' + +PROPERTY_TYPE_EMBEDDED_SET_ID = 11 +PROPERTY_TYPE_EMBEDDED_SET_NAME = 'EmbeddedSet' + +PROPERTY_TYPE_LINK_ID = 13 +PROPERTY_TYPE_LINK_NAME = 'Link' + +PROPERTY_TYPE_DATE_ID = 19 +PROPERTY_TYPE_DATE_NAME = 'Date' + +PROPERTY_TYPE_DECIMAL_ID = 21 +PROPERTY_TYPE_DECIMAL_NAME = 'Decimal' + +PROPERTY_TYPE_ANY_ID = 23 +PROPERTY_TYPE_ANY_NAME = 'Any' + +COLLECTION_PROPERTY_TYPES = {PROPERTY_TYPE_EMBEDDED_SET_ID, PROPERTY_TYPE_EMBEDDED_LIST_ID} + +# Map of numeric type identifier to human-readable type name. +# Also the master list of all property types that the graph supports, +# since the graph doesn't actually support all of OrientDB's types. +PROPERTY_TYPE_ID_TO_NAME = { + PROPERTY_TYPE_BOOLEAN_ID: PROPERTY_TYPE_BOOLEAN_NAME, + PROPERTY_TYPE_INTEGER_ID: PROPERTY_TYPE_INTEGER_NAME, + PROPERTY_TYPE_LONG_ID: PROPERTY_TYPE_LONG_NAME, + PROPERTY_TYPE_FLOAT_ID: PROPERTY_TYPE_FLOAT_NAME, + PROPERTY_TYPE_DOUBLE_ID: PROPERTY_TYPE_DOUBLE_NAME, + PROPERTY_TYPE_DATETIME_ID: PROPERTY_TYPE_DATETIME_NAME, + PROPERTY_TYPE_STRING_ID: PROPERTY_TYPE_STRING_NAME, + PROPERTY_TYPE_EMBEDDED_LIST_ID: PROPERTY_TYPE_EMBEDDED_LIST_NAME, + PROPERTY_TYPE_EMBEDDED_SET_ID: PROPERTY_TYPE_EMBEDDED_SET_NAME, + PROPERTY_TYPE_LINK_ID: PROPERTY_TYPE_LINK_NAME, + PROPERTY_TYPE_DATE_ID: PROPERTY_TYPE_DATE_NAME, + PROPERTY_TYPE_DECIMAL_ID: PROPERTY_TYPE_DECIMAL_NAME, + PROPERTY_TYPE_ANY_ID: PROPERTY_TYPE_ANY_NAME, +} + +ORIENTDB_DATETIME_FORMAT = '%Y-%m-%d %H:%M:%S' +ORIENTDB_DATE_FORMAT = '%Y-%m-%d' + + +def validate_supported_property_type_id(property_name, property_type_id): + """Ensure that the given property type_id is supported by the graph.""" + if property_type_id not in PROPERTY_TYPE_ID_TO_NAME: + raise AssertionError(u'Property "{}" has unsupported property type id: ' + u'{}'.format(property_name, property_type_id)) + + +def _parse_bool_default_value(property_name, default_value_string): + """Parse and return the default value for a boolean property.""" + lowercased_value_string = default_value_string.lower() + if lowercased_value_string in {'0', 'false'}: + return False + elif lowercased_value_string in {'1', 'true'}: + return True + else: + raise AssertionError(u'Unsupported default value for boolean property "{}": ' + u'{}'.format(property_name, default_value_string)) + + +def _parse_datetime_default_value(property_name, default_value_string): + """Parse and return the default value for a datetime property.""" + # OrientDB doesn't use ISO-8601 datetime format, so we have to parse it manually + # and then turn it into a python datetime object. strptime() will raise an exception + # if the provided value cannot be parsed correctly. + parsed_value = time.strptime(default_value_string, ORIENTDB_DATETIME_FORMAT) + return datetime.datetime( + parsed_value.tm_year, parsed_value.tm_mon, parsed_value.tm_mday, + parsed_value.tm_hour, parsed_value.tm_min, parsed_value.tm_sec, 0, None) + + +def _parse_date_default_value(property_name, default_value_string): + """Parse and return the default value for a date property.""" + # OrientDB doesn't use ISO-8601 datetime format, so we have to parse it manually + # and then turn it into a python datetime object. strptime() will raise an exception + # if the provided value cannot be parsed correctly. + parsed_value = time.strptime(default_value_string, ORIENTDB_DATE_FORMAT) + return datetime.date(parsed_value.tm_year, parsed_value.tm_mon, parsed_value.tm_mday) + + +def parse_default_property_value(property_name, property_type_id, default_value_string): + """Parse the default value string into its proper form given the property type ID. + + Args: + property_name: string, the name of the property whose default value is being parsed. + Used primarily to construct meaningful error messages, should the default + value prove invalid. + property_type_id: int, one of the property type ID constants defined in this file that + OrientDB uses to designate the native type of a given property. + default_value_string: string, the textual representation of the default value for + for the property, as returned by OrientDB's schema introspection code. + + Returns: + an object of type matching the property that can be used as the property's default value. + For example, if the property is of string type, the return type will be a string, and if + the property is of list type, the return type will be a list. + + Raises: + AssertionError, if the default value is not supported or does not match the + property's declared type (e.g. if a default of "[]" is set on an integer property). + """ + if property_type_id == PROPERTY_TYPE_EMBEDDED_SET_ID and default_value_string == '{}': + return set() + elif property_type_id == PROPERTY_TYPE_EMBEDDED_LIST_ID and default_value_string == '[]': + return list() + elif (property_type_id == PROPERTY_TYPE_STRING_ID and + isinstance(default_value_string, six.string_types)): + return default_value_string + elif property_type_id == PROPERTY_TYPE_BOOLEAN_ID: + return _parse_bool_default_value(property_name, default_value_string) + elif property_type_id == PROPERTY_TYPE_DATETIME_ID: + return _parse_datetime_default_value(property_name, default_value_string) + elif property_type_id == PROPERTY_TYPE_DATE_ID: + return _parse_date_default_value(property_name, default_value_string) + else: + raise AssertionError(u'Unsupported default value for property "{}" with type id {}: ' + u'{}'.format(property_name, property_type_id, default_value_string)) + + +# A way to describe a property's type and associated information: +# - type_id: int, the OrientDB property type ID -- can be made human-readable +# using the above PROPERTY_TYPE_ID_TO_NAME map. +# - qualifier: dependent on the type_id +# - For Link properties, string -- the name of the class to which the Link points. +# - For EmbeddedSet and EmbeddedList, either: +# - int, the property type ID of the native OrientDB type, if the data in +# the collection is of a built-in OrientDB type, or +# - string, the name of the non-graph class representing the data in the collection. +# - For all other property types, None. +# - default: the default value for the property, used when a record is inserted without an +# explicit value for this property. Set to None if no default is given in the schema. +PropertyDescriptor = namedtuple('PropertyDescriptor', + ('type_id', 'qualifier', 'default')) diff --git a/graphql_compiler/schema_generation/utils.py b/graphql_compiler/schema_generation/utils.py new file mode 100644 index 000000000..9db1e3f07 --- /dev/null +++ b/graphql_compiler/schema_generation/utils.py @@ -0,0 +1,77 @@ +# Copyright 2019-present Kensho Technologies, LLC. + +# Match query used to generate OrientDB records that are themselves used to generate GraphQL schema. +ORIENTDB_SCHEMA_RECORDS_QUERY = ( + 'SELECT FROM (SELECT expand(classes) FROM metadata:schema) ' + 'WHERE name NOT IN [\'ORole\', \'ORestricted\', \'OTriggered\', ' + '\'ORIDs\', \'OUser\', \'OIdentity\', \'OSchedule\', \'OFunction\']' +) + + +def toposort_classes(classes): + """Sort class metadatas so that a superclass is always before the subclass""" + def get_class_topolist(class_name, name_to_class, processed_classes, current_trace): + """Return a topologically sorted list of this class's dependencies and class itself + + Args: + class_name: string, name of the class to process + name_to_class: dict, class_name -> descriptor + processed_classes: set of strings, a set of classes that have already been processed + current_trace: list of strings, list of classes traversed during the recursion + + Returns: + list of dicts, list of classes sorted in topological order + """ + # Check if this class has already been handled + if class_name in processed_classes: + return [] + + if class_name in current_trace: + raise AssertionError( + 'Encountered self-reference in dependency chain of {}'.format(class_name)) + + cls = name_to_class[class_name] + # Collect the dependency classes + # These are bases and classes from linked properties + dependencies = _list_superclasses(cls) + # Recursively process linked edges + properties = cls['properties'] if 'properties' in cls else [] + for prop in properties: + if 'linkedClass' in prop: + dependencies.append(prop['linkedClass']) + + class_list = [] + # Recursively process superclasses + current_trace.add(class_name) + for dependency in dependencies: + class_list.extend(get_class_topolist( + dependency, name_to_class, processed_classes, current_trace)) + current_trace.remove(class_name) + # Do the bookkeeping + class_list.append(name_to_class[class_name]) + processed_classes.add(class_name) + + return class_list + + # Map names to classes + class_map = {c['name']: c for c in classes} + seen_classes = set() + + toposorted = [] + for name in class_map.keys(): + toposorted.extend(get_class_topolist(name, class_map, seen_classes, set())) + return toposorted + + +def _list_superclasses(class_def): + """Return a list of the superclasses of the given class""" + superclasses = class_def.get('superClasses', []) + if superclasses: + # Make sure to duplicate the list + return list(superclasses) + + sup = class_def.get('superClass', None) + if sup: + return [sup] + else: + return [] diff --git a/graphql_compiler/tests/integration_tests/test_backends_integration.py b/graphql_compiler/tests/integration_tests/test_backends_integration.py index 777587fca..204273f51 100644 --- a/graphql_compiler/tests/integration_tests/test_backends_integration.py +++ b/graphql_compiler/tests/integration_tests/test_backends_integration.py @@ -2,12 +2,15 @@ from decimal import Decimal from unittest import TestCase +from graphql.type import GraphQLID +from graphql.utils.schema_printer import print_schema from parameterized import parameterized import pytest from graphql_compiler.tests import test_backend +from graphql_compiler.tests.test_helpers import generate_schema -from ..test_helpers import get_schema +from ..test_helpers import SCHEMA_TEXT, compare_ignoring_whitespace, get_schema from .integration_backend_config import MATCH_BACKENDS, SQL_BACKENDS from .integration_test_helpers import ( compile_and_run_match_query, compile_and_run_sql_query, sort_db_results @@ -168,4 +171,22 @@ def test_has_substring_precedence(self, backend_name): ] self.assertResultsEqual(graphql_query, parameters, backend_name, expected_results) + @integration_fixtures + def test_snapshot_graphql_schema_from_orientdb_schema(self): + schema, _ = generate_schema(self.graph_client) + compare_ignoring_whitespace(self, SCHEMA_TEXT, print_schema(schema), None) + + @integration_fixtures + def test_override_field_types(self): + schema, _ = generate_schema(self.graph_client) + # Since Animal implements the UniquelyIdentifiable interface and since we we overrode + # UniquelyIdentifiable's uuid field to be of type GraphQLID when we generated the schema, + # then Animal's uuid field should also be of type GrapqhQLID. + self.assertEqual(schema.get_type('Animal').fields['uuid'].type, GraphQLID) + + @integration_fixtures + def test_include_admissible_non_graph_class(self): + schema, _ = generate_schema(self.graph_client) + # Included abstract non-vertex classes whose non-abstract subclasses are all vertexes. + self.assertIsNotNone(schema.get_type('UniquelyIdentifiable')) # pylint: enable=no-member diff --git a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py index 33d51dd49..2719ab550 100644 --- a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py @@ -7,146 +7,146 @@ snapshots = Snapshot() -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_and_filter_with_tag 1'] = frozenset([(frozenset([('related_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('origin', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')]), 1), (frozenset([('origin', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('related_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')]), 1), (frozenset([('related_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('origin', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')]), 1), (frozenset([('origin', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)'), ('related_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')]), 1), (frozenset([('related_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('origin', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')]), 1), (frozenset([('origin', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)'), 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'Pteranodon__(10_13_14_9)')]), 1), (frozenset([('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(10_18_2_8)')]), 1), (frozenset([('related_animal_species', ()), ('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')]), 1), (frozenset([('animal_name', 'Hippogriff__5'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul'))]), 1), (frozenset([('related_animal_species', ()), ('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')]), 1), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)'), ('related_animal_species', ())]), 1), (frozenset([('animal_name', 'Hippogriff__11'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Dragon'))]), 1), (frozenset([('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__7')]), 1), (frozenset([('animal_name', 'Dragon__(1_16_2_6)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon'))]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_fold_traversal 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__1')}), 1), (frozenset({('related_animal_species', ('Pteranodon',)), ('animal_name', 'Pteranodon__1')}), 1), (frozenset({('related_animal_species', ('Hippogriff',)), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Hippogriff__5'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__16'), ('related_animal_species', ('Dragon', 'Nazgul', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__4'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)'), ('related_animal_species', ('Nazgul',))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Dragon', 'Nazgul')), ('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Pteranodon__9'), ('related_animal_species', ('Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__10'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__17'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__16')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__7')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__12'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__11'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__0'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__16')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__15'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('related_animal_species', ('Dragon',))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__9')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', ('Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Hippogriff__9'), ('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Nazgul__17'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Pteranodon__3'), ('related_animal_species', ('Pteranodon', 'Hippogriff', 'Pteranodon', 'Pteranodon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__5')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Dragon')), ('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', ('Dragon', 'Dragon', 'Nazgul', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Dragon__2'), ('related_animal_species', ('Dragon', 'Dragon', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__12'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon',)), ('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', ('Hippogriff', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Nazgul', 'Pteranodon', 'Dragon', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Nazgul')), ('animal_name', 'Pteranodon__6')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', ('Hippogriff', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__15'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__6'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('related_animal_species', ('Nazgul',))}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 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'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Nazgul__12'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Hippogriff', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Nazgul', 'Hippogriff'))}), 1), (frozenset({('animal_name', 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())}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Hippogriff',)), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('related_animal_species', ('Dragon',))}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 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'Dragon')), ('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('related_animal_species', ('Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__0'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon',)), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__12'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', ('Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('related_animal_species', ('Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Dragon__8'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__18')}), 1), (frozenset({('related_animal_species', ('Pteranodon',)), ('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset([(frozenset([('animal_name', 'Nazgul__16'), ('related_animal_species', 'Nazgul')]), 8), (frozenset([('animal_name', 'Pteranodon__8'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Nazgul__5'), ('related_animal_species', 'Nazgul')]), 4), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')]), 2), (frozenset([('animal_name', 'Pteranodon__(0_14_17_19)')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')]), 1), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')]), 1), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('related_animal_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')]), 1), (frozenset([('animal_name', 'Dragon__(11_4_6_7)'), ('related_animal_species', 'Dragon')]), 2), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('related_animal_species', 'Hippogriff')]), 1), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Hippogriff')]), 4), (frozenset([('animal_name', 'Nazgul__0'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__1'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Nazgul__16'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__14'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', 'Nazgul')]), 2), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('related_animal_species', 'Hippogriff')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__8')]), 3), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')]), 3), (frozenset([('animal_name', 'Hippogriff__7'), ('related_animal_species', 'Hippogriff')]), 3), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__2')]), 5), (frozenset([('animal_name', 'Pteranodon__1'), ('related_animal_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('related_animal_species', 'Hippogriff')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('related_animal_species', 'Nazgul')]), 2), (frozenset([('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')]), 1), (frozenset([('animal_name', 'Pteranodon__7'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')]), 1), (frozenset([('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('related_animal_species', 'Hippogriff')]), 3), (frozenset([('animal_name', 'Pteranodon__13'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Nazgul__12'), ('related_animal_species', 'Nazgul')]), 4), (frozenset([('animal_name', 'Dragon__(0_17_2_7)'), ('related_animal_species', 'Dragon')]), 4), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__(11_5_7_8)')]), 1), (frozenset([('animal_name', 'Nazgul__(0_13_4_9)'), ('related_animal_species', 'Nazgul')]), 2), (frozenset([('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')]), 3), (frozenset([('animal_name', 'Hippogriff__13'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__(1_16_2_6)'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('animal_name', 'Dragon__13'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__15')]), 6), (frozenset([('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')]), 1), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', 'Hippogriff')]), 4), (frozenset([('animal_name', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('related_animal_species', 'Hippogriff')]), 1), (frozenset([('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__15')]), 1), (frozenset([('animal_name', 'Nazgul__13'), ('related_animal_species', 'Nazgul')]), 6), (frozenset([('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')]), 1), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')]), 1), (frozenset([('animal_name', 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'Nazgul')]), 1), (frozenset([('animal_name', 'Nazgul__(18_19_2_6)'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__13')]), 9), (frozenset([('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__(10_19_2_7)')]), 1), (frozenset([('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('related_animal_species', 'Nazgul')]), 8), (frozenset([('animal_name', 'Nazgul__5'), ('related_animal_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Hippogriff__(1_11_13_2)')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(0_10_12_4)')]), 9), (frozenset([('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 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('related_animal_species', 'Nazgul')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(0_12_15_17)')]), 4), (frozenset([('animal_name', 'Dragon__6'), ('related_animal_species', 'Dragon')]), 4), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')]), 4), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__3')]), 2), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', 'Hippogriff')]), 1), (frozenset([('animal_name', 'Dragon__18'), ('related_animal_species', 'Dragon')]), 4), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__10')]), 3), (frozenset([('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')]), 1), (frozenset([('animal_name', 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'Dragon')]), 3), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')]), 1), (frozenset([('animal_name', 'Pteranodon__0'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Nazgul__(1_17_2_7)')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')]), 1), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__12')]), 4), (frozenset([('animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')]), 2), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')]), 1), (frozenset([('animal_name', 'Pteranodon__15'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__(13_14_8_9)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__6'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__16'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Hippogriff__14'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('related_animal_species', 'Dragon')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__7')]), 3), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')]), 1), (frozenset([('animal_name', 'Hippogriff__12'), ('related_animal_species', 'Hippogriff')]), 5), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')]), 2), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('related_animal_species', 'Dragon')]), 2), (frozenset([('animal_name', 'Dragon__5'), ('related_animal_species', 'Dragon')]), 4), (frozenset([('animal_name', 'Nazgul__3'), ('related_animal_species', 'Nazgul')]), 1), (frozenset([('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__7')]), 6), (frozenset([('animal_name', 'Dragon__1'), ('related_animal_species', 'Dragon')]), 3), (frozenset([('animal_name', 'Pteranodon__14'), ('related_animal_species', 'Pteranodon')]), 7), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__18')]), 1), (frozenset([('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(10_11_13_2)')]), 2), (frozenset([('animal_name', 'Dragon__11'), ('related_animal_species', 'Dragon')]), 4), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')]), 1), (frozenset([('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Pteranodon')}), 8), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__13'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Dragon__1')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('animal_name', 'Dragon__8'), ('related_animal_species', 'Dragon')}), 5), (frozenset({('animal_name', 'Hippogriff__19'), ('related_animal_species', 'Hippogriff')}), 5), (frozenset({('animal_name', 'Dragon__15'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__11'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Hippogriff__17'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__12'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Dragon__11'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__5')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__9')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Pteranodon__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__7'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Pteranodon__15'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__1'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__16'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__16'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__3')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__16')}), 8), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__2'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__6')}), 5), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__13'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(0_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__7')}), 6), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Pteranodon')}), 9), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Hippogriff__3'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 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('other_parent_fed_at', '2012-07-02T00:00:00Z')}), 46), (frozenset({('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z'), ('other_parent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('child_fed_at', '2008-09-23T00:00:00Z'), ('grandparent_fed_at', '2008-09-23T00:00:00Z')}), 9), (frozenset({('child_fed_at', '2008-09-23T00:00:00Z'), ('grandparent_fed_at', '2008-09-23T00:00:00Z'), ('other_parent_fed_at', '2003-12-03T00:00:00Z')}), 2)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_optional_tag 1'] = frozenset([(frozenset([('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')]), 4), (frozenset([('animal_name', 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'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')]), 4), (frozenset([('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')]), 4), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')]), 4), (frozenset([('animal_name', 'Pteranodon__(0_14_17_19)')]), 4), (frozenset([('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')]), 4), (frozenset([('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')]), 4), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')]), 4), (frozenset([('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')]), 4), (frozenset([('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')]), 4), (frozenset([('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')]), 4), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')]), 4), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')]), 4), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')]), 4), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')]), 4), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')]), 4), (frozenset([('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')]), 4), (frozenset([('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')]), 4), (frozenset([('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')]), 4), (frozenset([('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')]), 4), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')]), 4), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')]), 4), (frozenset([('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')]), 4), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')]), 4), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')]), 4), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')]), 4), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')]), 4), (frozenset([('animal_name', 'Nazgul__(1_17_2_7)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')]), 4), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')]), 4), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')]), 4), (frozenset([('animal_name', 'Hippogriff__(1_11_13_2)')]), 4), (frozenset([('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')]), 4)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset([(frozenset([('animal_name', 'Hippogriff__8')]), 3), (frozenset([('animal_name', 'Pteranodon__3')]), 2), (frozenset([('animal_name', 'Nazgul__12')]), 2), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')]), 1), (frozenset([('animal_name', 'Nazgul__19')]), 4), (frozenset([('animal_name', 'Nazgul__4')]), 2), (frozenset([('animal_name', 'Hippogriff__12')]), 4), (frozenset([('animal_name', 'Nazgul__8')]), 2), (frozenset([('animal_name', 'Pteranodon__(10_11_15_3)')]), 4), (frozenset([('animal_name', 'Nazgul__17')]), 1), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')]), 1), (frozenset([('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')]), 3), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')]), 1), (frozenset([('animal_name', 'Pteranodon__10')]), 1), (frozenset([('animal_name', 'Pteranodon__1')]), 1), (frozenset([('animal_name', 'Pteranodon__0')]), 4), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')]), 2), (frozenset([('animal_name', 'Nazgul__0')]), 3), (frozenset([('animal_name', 'Nazgul__10')]), 1), (frozenset([('animal_name', 'Dragon__(13_14_8_9)')]), 1), (frozenset([('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')]), 3), (frozenset([('animal_name', 'Pteranodon__4')]), 2), (frozenset([('animal_name', 'Dragon__8')]), 3), (frozenset([('animal_name', 'Dragon__0')]), 3), (frozenset([('animal_name', 'Dragon__(1_16_2_6)')]), 2), (frozenset([('animal_name', 'Hippogriff__(1_12_18_9)')]), 4), (frozenset([('animal_name', 'Nazgul__7')]), 3), (frozenset([('animal_name', 'Dragon__19')]), 2), (frozenset([('animal_name', 'Hippogriff__6')]), 3), (frozenset([('animal_name', 'Pteranodon__13')]), 5), (frozenset([('animal_name', 'Dragon__14')]), 2), (frozenset([('animal_name', 'Dragon__3')]), 2), (frozenset([('animal_name', 'Hippogriff__10')]), 2), (frozenset([('animal_name', 'Nazgul__18')]), 2), (frozenset([('animal_name', 'Dragon__(0_17_2_7)')]), 1), (frozenset([('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')]), 2), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')]), 2), (frozenset([('animal_name', 'Pteranodon__11')]), 2), (frozenset([('animal_name', 'Hippogriff__11')]), 2), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')]), 1), (frozenset([('animal_name', 'Hippogriff__1')]), 3), (frozenset([('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')]), 1), (frozenset([('animal_name', 'Dragon__7')]), 2), (frozenset([('animal_name', 'Pteranodon__(10_11_13_2)')]), 2), (frozenset([('animal_name', 'Nazgul__11')]), 2), (frozenset([('animal_name', 'Nazgul__6')]), 4), (frozenset([('animal_name', 'Hippogriff__0')]), 1), (frozenset([('animal_name', 'Dragon__12')]), 3), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')]), 2), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')]), 1), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')]), 1), (frozenset([('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')]), 1), (frozenset([('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')]), 1), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')]), 2), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')]), 1), (frozenset([('animal_name', 'Nazgul__13')]), 1), (frozenset([('animal_name', 'Pteranodon__17')]), 1), (frozenset([('animal_name', 'Hippogriff__3')]), 1), (frozenset([('animal_name', 'Nazgul__2')]), 1), (frozenset([('animal_name', 'Pteranodon__8')]), 1), (frozenset([('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')]), 3), (frozenset([('animal_name', 'Nazgul__14')]), 3), (frozenset([('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')]), 1), (frozenset([('animal_name', 'Dragon__11')]), 1), (frozenset([('animal_name', 'Pteranodon__7')]), 1), (frozenset([('animal_name', 'Hippogriff__5')]), 1), (frozenset([('animal_name', 'Nazgul__16')]), 5), (frozenset([('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')]), 1), (frozenset([('animal_name', 'Nazgul__(11_5_7_8)')]), 1), (frozenset([('animal_name', 'Hippogriff__18')]), 1), (frozenset([('animal_name', 'Pteranodon__9')]), 2), (frozenset([('animal_name', 'Nazgul__1')]), 4), (frozenset([('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')]), 3), (frozenset([('animal_name', 'Dragon__6')]), 2), (frozenset([('animal_name', 'Nazgul__5')]), 2), (frozenset([('animal_name', 'Pteranodon__5')]), 1), (frozenset([('animal_name', 'Dragon__5')]), 3), (frozenset([('animal_name', 'Pteranodon__15')]), 3), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')]), 2), (frozenset([('animal_name', 'Pteranodon__(0_10_12_8)')]), 2), (frozenset([('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')]), 3), (frozenset([('animal_name', 'Dragon__2')]), 2), (frozenset([('animal_name', 'Hippogriff__(10_19_2_7)')]), 2), (frozenset([('animal_name', 'Pteranodon__2')]), 2), (frozenset([('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')]), 1), (frozenset([('animal_name', 'Nazgul__15')]), 3), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')]), 2), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')]), 3), (frozenset([('animal_name', 'Pteranodon__(0_10_12_4)')]), 4), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')]), 1), (frozenset([('animal_name', 'Hippogriff__4')]), 2), (frozenset([('animal_name', 'Pteranodon__14')]), 2), (frozenset([('animal_name', 'Hippogriff__9')]), 2), (frozenset([('animal_name', 'Dragon__1')]), 2), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')]), 2), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')]), 1), (frozenset([('animal_name', 'Nazgul__(1_13_16_8)')]), 1), (frozenset([('animal_name', 'Dragon__4')]), 3), (frozenset([('animal_name', 'Pteranodon__19')]), 1), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')]), 1), (frozenset([('animal_name', 'Nazgul__(11_12_14_16)')]), 2), (frozenset([('animal_name', 'Dragon__10')]), 2), (frozenset([('animal_name', 'Pteranodon__6')]), 1), (frozenset([('animal_name', 'Dragon__17')]), 2), (frozenset([('animal_name', 'Hippogriff__19')]), 5), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')]), 1), (frozenset([('animal_name', 'Dragon__(11_4_6_7)')]), 1), (frozenset([('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')]), 1), (frozenset([('animal_name', 'Nazgul__9')]), 1), (frozenset([('animal_name', 'Hippogriff__17')]), 1), (frozenset([('animal_name', 'Dragon__(18_4_5_7)')]), 1), (frozenset([('animal_name', 'Pteranodon__16')]), 1), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')]), 1), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')]), 1), (frozenset([('animal_name', 'Dragon__18')]), 4), (frozenset([('animal_name', 'Hippogriff__13')]), 3), (frozenset([('animal_name', 'Dragon__9')]), 1), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')]), 1), (frozenset([('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')]), 1), (frozenset([('animal_name', 'Hippogriff__16')]), 3)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset([(frozenset([('animal_name', 'Hippogriff__(1_12_18_9)')]), 4), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')]), 2), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')]), 2), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')]), 5), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')]), 2), (frozenset([('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')]), 3), (frozenset([('animal_name', 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(frozenset([('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')]), 2), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')]), 3), (frozenset([('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')]), 3), (frozenset([('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')]), 3), (frozenset([('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')]), 2), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')]), 3), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')]), 3), (frozenset([('animal_name', 'Hippogriff__(1_12_18_9)')]), 3), (frozenset([('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')]), 3), (frozenset([('animal_name', 'Hippogriff__(0_12_15_17)')]), 3), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')]), 2), (frozenset([('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')]), 2), (frozenset([('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')]), 4), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')]), 2), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')]), 3), (frozenset([('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')]), 2), (frozenset([('animal_name', 'Dragon__(13_14_8_9)')]), 2), (frozenset([('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')]), 4), (frozenset([('animal_name', 'Dragon__(18_4_5_7)')]), 1), (frozenset([('animal_name', 'Pteranodon__(10_11_15_3)')]), 3), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')]), 3)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 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(frozenset([('animal_name', 'Pteranodon__16')]), 1), (frozenset([('animal_name', 'Pteranodon__2')]), 1), (frozenset([('animal_name', 'Pteranodon__(0_10_12_8)')]), 1), (frozenset([('animal_name', 'Nazgul__1')]), 2), (frozenset([('animal_name', 'Dragon__9')]), 1), (frozenset([('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')]), 1), (frozenset([('animal_name', 'Hippogriff__(10_19_2_7)')]), 1), (frozenset([('animal_name', 'Dragon__5')]), 1), (frozenset([('animal_name', 'Pteranodon__15')]), 1), (frozenset([('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')]), 1), (frozenset([('animal_name', 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(frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), 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(frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('sibling_and_self_species_list', ())]), 1), (frozenset([('animal_name', 'Pteranodon__8'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('sibling_and_self_species_list', ())]), 1), (frozenset([('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)'), ('sibling_and_self_species_list', ())]), 1), (frozenset([('sibling_and_self_species_list', ()), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')]), 1), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('sibling_and_self_species_list', ())]), 1), (frozenset([('animal_name', 'Pteranodon__18'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 1), (frozenset([('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)'), ('sibling_and_self_species_list', ())]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_fold_and_deep_traverse 1'] = frozenset({(frozenset({('animal_name', 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('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 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(frozenset([('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')]), 4), (frozenset([('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')]), 4), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')]), 4), (frozenset([('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')]), 4), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')]), 4), (frozenset([('animal_name', 'Nazgul__(1_17_2_7)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')]), 4), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')]), 4), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')]), 4), (frozenset([('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')]), 4), (frozenset([('animal_name', 'Hippogriff__(1_11_13_2)')]), 4), (frozenset([('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')]), 4)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 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+snapshots['OrientDBUnparameterizedMatchQueryTests::test_immediate_output 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 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'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 7), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 9), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 5), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 7), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 10), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 7), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 10), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 6), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 14), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 8), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 7), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 6), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 11), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 5), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 7), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 19), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 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'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 5), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 5), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 4), (frozenset({('animal_name', 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'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 16), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 19), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 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('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')]), 1), (frozenset([('spouse_and_self_name', 'Pteranodon__13'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(10_11_13_2)'), ('spouse_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Hippogriff__12'), ('spouse_and_self_name', 'Hippogriff__9'), ('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')]), 1), (frozenset([('spouse_and_self_name', 'Hippogriff__(1_12_18_9)'), ('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__6'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')]), 1), (frozenset([('animal_name', 'Hippogriff__15'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 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('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)'), ('spouse_species', 'Pteranodon')]), 1), (frozenset([('animal_name', 'Dragon__2'), ('spouse_and_self_name', 'Dragon__7'), ('spouse_species', 'Dragon'), ('child_name', 'Dragon__(0_17_2_7)')]), 1), (frozenset([('animal_name', 'Pteranodon__3'), ('child_name', 'Pteranodon__(10_11_15_3)'), ('spouse_and_self_name', 'Pteranodon__15'), ('spouse_species', 'Pteranodon')]), 1), (frozenset([('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('spouse_and_self_name', 'Dragon__12'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')]), 1), (frozenset([('spouse_and_self_name', 'Hippogriff__1'), ('child_name', 'Hippogriff__(1_11_13_2)'), 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('animal_name', 'Hippogriff__18')]), 1), (frozenset([('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__6'), ('spouse_and_self_name', 'Hippogriff__16'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_and_deep_traverse 1'] = frozenset({(frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('animal_name', 'Nazgul__17'), ('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__9'), ('child_name', 'Pteranodon__(10_13_14_9)'), ('spouse_and_self_name', 'Pteranodon__14'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)'), ('animal_name', 'Pteranodon__(10_11_15_3)'), ('spouse_and_self_name', 'Pteranodon__(10_11_15_3)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__14'), ('child_name', 'Pteranodon__(0_14_17_19)'), ('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__14')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('animal_name', 'Pteranodon__(0_10_12_8)'), ('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__9')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('spouse_and_self_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__13'), ('child_name', 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'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)'), ('spouse_and_self_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__2'), ('animal_name', 'Dragon__6'), ('spouse_species', 'Dragon'), ('child_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('animal_name', 'Pteranodon__15'), ('spouse_and_self_name', 'Pteranodon__6'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_species', 'Dragon'), ('child_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('animal_name', 'Dragon__(0_17_2_7)'), ('spouse_and_self_name', 'Dragon__16')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('spouse_and_self_name', 'Hippogriff__6'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__4'), ('spouse_and_self_name', 'Pteranodon__4'), ('child_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__(0_12_15_17)'), ('animal_name', 'Hippogriff__(0_12_15_17)'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__13'), ('spouse_species', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('spouse_species', 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('animal_name', 'Hippogriff__19'), ('child_name', 'Hippogriff__(10_19_2_7)'), ('spouse_and_self_name', 'Hippogriff__2')}), 1), (frozenset({('spouse_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__1'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__(0_12_15_17)'), ('animal_name', 'Hippogriff__17'), ('spouse_and_self_name', 'Hippogriff__0')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('spouse_and_self_name', 'Pteranodon__16'), ('animal_name', 'Pteranodon__16')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__7'), ('child_name', 'Nazgul__(1_17_2_7)'), ('spouse_species', 'Nazgul'), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('animal_name', 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'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(10_11_15_3)'), ('spouse_and_self_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('child_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('animal_name', 'Nazgul__16'), ('spouse_and_self_name', 'Nazgul__16'), ('child_name', 'Nazgul__(11_12_14_16)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Dragon'), ('child_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('animal_name', 'Dragon__18'), ('spouse_and_self_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__9'), 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-snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_on_union 1'] = frozenset([(frozenset([('species_name', 'Nazgul'), ('food_name', 'Blood pie')]), 1), (frozenset([('species_name', 'Dragon'), ('food_name', 'Lembas')]), 1), (frozenset([('food_name', 'Lembas'), ('species_name', 'Hippogriff')]), 1), (frozenset([('species_name', 'Hippogriff'), ('food_name', 'Blood pie')]), 1), (frozenset([('food_name', 'Bacon'), ('species_name', 'Pteranodon')]), 1), (frozenset([('food_name', 'Lembas'), ('species_name', 'Pteranodon')]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_on_union 1'] = frozenset({(frozenset({('food_name', 'Blood pie'), ('species_name', 'Nazgul')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('food_name', 'Bacon')}), 1), (frozenset({('food_name', 'Blood pie'), ('species_name', 'Hippogriff')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Dragon')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Hippogriff')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_traversal_and_fold_traversal 1'] = frozenset([(frozenset([('grandchild_names_list', ()), ('grandparent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('animal_name', 'Dragon__7')]), 1), (frozenset([('grandparent_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('grandchild_names_list', ()), ('animal_name', 'Pteranodon__0')]), 1), (frozenset([('grandchild_names_list', ()), ('animal_name', 'Dragon__0'), ('grandparent_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('grandchild_names_list', ('Nazgul__(18_19_2_6)', 'Nazgul__1', 'Nazgul__19', 'Nazgul__6')), ('grandparent_name', 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(frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__16')}), 2), (frozenset({('child_name', 'Pteranodon__(0_10_12_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Hippogriff__7'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(0_17_2_7)')}), 4), (frozenset({('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 6), (frozenset({('child_name', 'Nazgul__15'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Dragon__16'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Dragon__12'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('child_name', 'Hippogriff__19'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Pteranodon__9'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('species_name', 'Hippogriff')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__11')}), 3), (frozenset({('species_name', 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(frozenset({('child_name', 'Pteranodon__(0_10_12_4)'), ('species_name', 'Pteranodon')}), 8), (frozenset({('child_name', 'Nazgul__18'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__4')}), 4), (frozenset({('child_name', 'Hippogriff__4'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__19')}), 8), (frozenset({('child_name', 'Dragon__2'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__18')}), 4), (frozenset({('species_name', 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'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')]), 1), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(11_12_14_16)')]), 2), (frozenset([('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__16')]), 2), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 2), (frozenset([('animal_name', 'Dragon__10'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))]), 3), (frozenset([('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')]), 1), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')]), 1), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__6')]), 4), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')]), 1), (frozenset([('animal_name', 'Pteranodon__4'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 4), (frozenset([('animal_name', 'Pteranodon__14'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 7), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__17')]), 4), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__3')]), 3), (frozenset([('animal_name', 'Hippogriff__(1_12_18_9)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))]), 6), (frozenset([('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))]), 3), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')]), 1), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__8')]), 4), (frozenset([('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))]), 9), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')]), 1), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(10_19_2_7)')]), 4), (frozenset([('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 2), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))]), 2), (frozenset([('animal_name', 'Pteranodon__10'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 8), (frozenset([('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 2), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')]), 4), (frozenset([('animal_name', 'Pteranodon__(10_13_14_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 2), (frozenset([('animal_name', 'Hippogriff__2'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))]), 5), (frozenset([('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')]), 1), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__0')]), 4), (frozenset([('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_4)')]), 8), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__4')]), 2), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__8')]), 4), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__7')]), 6), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')]), 6), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__4')]), 4), (frozenset([('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')]), 3), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__16')]), 5), (frozenset([('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(0_13_4_9)')]), 1), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__13')]), 7), (frozenset([('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))]), 2), (frozenset([('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__19')]), 5), (frozenset([('animal_name', 'Pteranodon__18'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_fold_and_traverse 1'] = frozenset({(frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__7'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Hippogriff__11'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Hippogriff__14'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__13')}), 6), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__3')}), 3), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__6')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('animal_name', 'Nazgul__14'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__7')}), 6), (frozenset({('animal_name', 'Nazgul__16'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Dragon__14'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__19')}), 5), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Pteranodon__12'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('animal_name', 'Dragon__17'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Pteranodon__9'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(1_16_2_6)')}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Pteranodon__2'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Nazgul__18'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('animal_name', 'Pteranodon__7'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__5')}), 4), (frozenset({('animal_name', 'Hippogriff__19'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Hippogriff__12'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Hippogriff__13'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 7), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 6), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Hippogriff__17'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__16')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 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(frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__17')}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__19')}), 4), (frozenset({('animal_name', 'Dragon__0'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_optional_and_traverse 1'] = frozenset([(frozenset([('spouse_and_self_name', 'Nazgul__13'), ('animal_name', 'Nazgul__19'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('child_name', 'Nazgul__((11_5_7_8)_13_15_16)'), ('spouse_and_self_name', 'Nazgul__(11_5_7_8)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__15')]), 1), (frozenset([('spouse_and_self_name', 'Dragon__8'), ('animal_name', 'Dragon__8'), ('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('animal_name', 'Nazgul__19'), ('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('child_name', 'Nazgul__(1_12_14_19)'), ('spouse_and_self_name', 'Nazgul__19'), ('animal_name', 'Nazgul__1'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('child_name', 'Pteranodon__(10_11_15_3)'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__10'), ('spouse_and_self_name', 'Pteranodon__10')]), 1), (frozenset([('animal_name', 'Dragon__3'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('spouse_and_self_name', 'Dragon__1'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__13'), ('child_name', 'Nazgul__(0_13_4_9)'), ('animal_name', 'Nazgul__13'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('spouse_and_self_name', 'Hippogriff__4'), ('animal_name', 'Hippogriff__(10_19_2_7)')]), 1), (frozenset([('spouse_and_self_name', 'Pteranodon__12'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('animal_name', 'Pteranodon__8')]), 1), (frozenset([('animal_name', 'Nazgul__2'), ('child_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('spouse_and_self_name', 'Nazgul__16'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__(11_12_14_16)'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('animal_name', 'Nazgul__0'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Pteranodon__13'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('spouse_and_self_name', 'Pteranodon__13')]), 1), (frozenset([('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)'), ('spouse_and_self_name', 'Pteranodon__14')]), 1), (frozenset([('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('spouse_and_self_name', 'Pteranodon__14'), ('spouse_and_self_species', 'Pteranodon')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__(1_12_18_9)'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)'), ('animal_name', 'Hippogriff__(1_12_18_9)')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('spouse_and_self_name', 'Hippogriff__19'), ('animal_name', 'Hippogriff__0')]), 1), (frozenset([('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_and_self_name', 'Dragon__0'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__15'), ('animal_name', 'Pteranodon__15')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__12'), ('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('animal_name', 'Hippogriff__2')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(1_11_13_2)'), ('animal_name', 'Hippogriff__1'), ('spouse_and_self_name', 'Hippogriff__13')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__15'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__15')]), 1), (frozenset([('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('animal_name', 'Pteranodon__9'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(0_10_12_8)')]), 1), (frozenset([('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__7')]), 1), (frozenset([('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__16')]), 1), (frozenset([('child_name', 'Dragon__(18_4_5_7)'), ('spouse_and_self_name', 'Dragon__18'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__7')]), 1), (frozenset([('spouse_and_self_name', 'Pteranodon__4'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('animal_name', 'Pteranodon__15')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('animal_name', 'Hippogriff__16'), ('spouse_and_self_name', 'Hippogriff__16')]), 1), (frozenset([('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('spouse_and_self_name', 'Nazgul__(11_5_7_8)'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('spouse_and_self_name', 'Nazgul__2'), ('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__9'), ('spouse_and_self_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('child_name', 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'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')]), 1), (frozenset([('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')]), 1), (frozenset([('spouse_and_self_name', 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('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('animal_name', 'Dragon__4'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__(0_12_15_17)'), ('animal_name', 'Hippogriff__12')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__2'), ('child_name', 'Hippogriff__(1_11_13_2)'), ('animal_name', 'Hippogriff__11')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__12'), ('child_name', 'Nazgul__(1_12_14_19)'), ('animal_name', 'Nazgul__1'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__5'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('animal_name', 'Dragon__5'), ('spouse_and_self_name', 'Dragon__11'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('spouse_and_self_name', 'Dragon__18'), ('animal_name', 'Dragon__(0_17_2_7)'), ('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__((0_17_2_7)_12_16_18)')]), 1), (frozenset([('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('animal_name', 'Nazgul__19'), ('spouse_and_self_name', 'Nazgul__19'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Pteranodon__13'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(10_13_14_9)'), ('spouse_and_self_name', 'Pteranodon__13')]), 1), (frozenset([('spouse_and_self_name', 'Dragon__15'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__15')]), 1), (frozenset([('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__3'), ('animal_name', 'Pteranodon__0'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')]), 1), (frozenset([('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('spouse_and_self_name', 'Hippogriff__18')]), 1), (frozenset([('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('spouse_and_self_name', 'Dragon__8'), ('animal_name', 'Dragon__12'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('spouse_and_self_name', 'Nazgul__19'), ('animal_name', 'Nazgul__16'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(1_11_13_2)'), ('animal_name', 'Hippogriff__11'), ('spouse_and_self_name', 'Hippogriff__1')]), 1), (frozenset([('animal_name', 'Dragon__17'), ('spouse_and_self_name', 'Dragon__17'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('spouse_and_self_species', 'Dragon')]), 1), (frozenset([('animal_name', 'Pteranodon__13'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)'), ('spouse_and_self_name', 'Pteranodon__13')]), 1), (frozenset([('spouse_and_self_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('animal_name', 'Nazgul__0'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)'), ('spouse_and_self_species', 'Nazgul')]), 1), (frozenset([('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('child_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)'), ('spouse_and_self_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')]), 1)]) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_optional_and_traverse 1'] = frozenset({(frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__6'), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('spouse_and_self_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)'), ('spouse_and_self_name', 'Dragon__6'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__0'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('spouse_and_self_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_and_self_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__16'), ('child_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__1'), ('animal_name', 'Hippogriff__8'), ('child_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('animal_name', 'Pteranodon__(10_11_13_2)'), ('spouse_and_self_name', 'Pteranodon__15'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__19'), ('child_name', 'Hippogriff__(10_19_2_7)'), ('spouse_and_self_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Hippogriff__2'), ('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('spouse_and_self_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(0_14_17_19)'), ('animal_name', 'Pteranodon__17'), ('spouse_and_self_name', 'Pteranodon__0')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('animal_name', 'Nazgul__0')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('spouse_and_self_name', 'Pteranodon__6'), ('animal_name', 'Pteranodon__6')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('spouse_and_self_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('spouse_and_self_name', 'Nazgul__7'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__13'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('animal_name', 'Pteranodon__8'), ('spouse_and_self_name', 'Pteranodon__12')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__4'), ('spouse_and_self_name', 'Pteranodon__4'), ('child_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(18_4_5_7)'), ('animal_name', 'Dragon__(18_4_5_7)'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(1_16_2_6)'), ('animal_name', 'Dragon__6'), ('child_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__14'), ('child_name', 'Nazgul__(11_12_14_16)'), ('spouse_and_self_name', 'Nazgul__11'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__11'), ('spouse_and_self_name', 'Dragon__19')}), 1), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('spouse_and_self_name', 'Nazgul__3'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('spouse_and_self_name', 'Pteranodon__18'), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 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(frozenset([('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')]), 1), (frozenset([('animal_name', 'Nazgul__8')]), 1), (frozenset([('animal_name', 'Pteranodon__19')]), 1), (frozenset([('animal_name', 'Dragon__12')]), 1), (frozenset([('animal_name', 'Pteranodon__6')]), 1), (frozenset([('animal_name', 'Pteranodon__14')]), 1), (frozenset([('animal_name', 'Dragon__1')]), 1), (frozenset([('animal_name', 'Nazgul__7')]), 1), (frozenset([('animal_name', 'Nazgul__4')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')]), 1), (frozenset([('animal_name', 'Nazgul__9')]), 1), (frozenset([('animal_name', 'Hippogriff__17')]), 1), (frozenset([('animal_name', 'Pteranodon__16')]), 1), (frozenset([('animal_name', 'Dragon__17')]), 1), (frozenset([('animal_name', 'Nazgul__6')]), 1), (frozenset([('animal_name', 'Pteranodon__3')]), 1), (frozenset([('animal_name', 'Dragon__9')]), 1), (frozenset([('animal_name', 'Hippogriff__1')]), 1), (frozenset([('animal_name', 'Dragon__5')]), 1), (frozenset([('animal_name', 'Pteranodon__15')]), 1), (frozenset([('animal_name', 'Pteranodon__2')]), 1)]) +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_in_optional_block 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(10_18_2_8)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset([(frozenset([('food_name', 'Bacon'), ('species_name', 'Pteranodon')]), 1)]) +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset({(frozenset({('species_name', 'Pteranodon'), ('food_name', 'Bacon')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_within_fold_scope 1'] = frozenset([(frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__4')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__2')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__9'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__11')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')]), 1), (frozenset([('name', 'Dragon__(0_17_2_7)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__12')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)'), ('child_list', ())]), 1), (frozenset([('name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Pteranodon__18'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_list', ())]), 1), (frozenset([('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Dragon__5')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__13'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Hippogriff__15'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__17')]), 1), (frozenset([('child_descriptions', ()), ('name', 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1), (frozenset([('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__19')]), 1), (frozenset([('name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__((0_17_2_7)_12_16_18)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Nazgul__11')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__9')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__4'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__(0_14_17_19)')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__1'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__(11_12_14_16)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ('None',)), ('child_list', ('Nazgul__2',)), ('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Pteranodon__((0_10_12_4)_10_16_8)')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__18'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Dragon__8')]), 1), (frozenset([('name', 'Nazgul__6'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('name', 'Hippogriff__11'), ('child_descriptions', ()), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__((18_4_5_7)_11_19_5)'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('child_list', ()), ('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')]), 1), (frozenset([('child_descriptions', ()), ('name', 'Nazgul__10'), ('child_list', ())]), 1), (frozenset([('child_descriptions', ()), ('name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)'), ('child_list', ())]), 1), (frozenset([('name', 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'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset([(frozenset([('animal_name', 'Nazgul__(18_19_2_6)')]), 1), (frozenset([('animal_name', 'Nazgul__14')]), 1), (frozenset([('animal_name', 'Nazgul__(1_12_14_19)')]), 1), (frozenset([('animal_name', 'Nazgul__6')]), 1), (frozenset([('animal_name', 'Nazgul__11')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')]), 1), (frozenset([('animal_name', 'Nazgul__5')]), 1), (frozenset([('animal_name', 'Nazgul__1')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')]), 1), (frozenset([('animal_name', 'Nazgul__(10_18_2_8)')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')]), 1), (frozenset([('animal_name', 'Nazgul__2')]), 1), (frozenset([('animal_name', 'Nazgul__10')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')]), 1), (frozenset([('animal_name', 'Nazgul__7')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')]), 1)]) +snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset([(frozenset([('animal_name', 'Nazgul__19')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')]), 1), (frozenset([('animal_name', 'Nazgul__3')]), 1), (frozenset([('animal_name', 'Nazgul__(11_12_14_16)')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')]), 1), (frozenset([('animal_name', 'Nazgul__(1_13_16_8)')]), 1), (frozenset([('animal_name', 'Nazgul__1')]), 1), (frozenset([('animal_name', 'Nazgul__8')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')]), 1), (frozenset([('animal_name', 'Nazgul__0')]), 1), (frozenset([('animal_name', 'Nazgul__16')]), 1), (frozenset([('animal_name', 'Nazgul__(18_19_2_6)')]), 1), (frozenset([('animal_name', 'Nazgul__(1_12_14_19)')]), 1), (frozenset([('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')]), 1), (frozenset([('animal_name', 'Nazgul__(11_5_7_8)')]), 1), (frozenset([('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')]), 1), (frozenset([('animal_name', 'Nazgul__17')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')]), 1), (frozenset([('animal_name', 'Nazgul__7')]), 1), (frozenset([('animal_name', 'Nazgul__14')]), 1), (frozenset([('animal_name', 'Nazgul__(0_13_4_9)')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')]), 1), (frozenset([('animal_name', 'Nazgul__(1_17_2_7)')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')]), 1), (frozenset([('animal_name', 'Nazgul__5')]), 1), (frozenset([('animal_name', 'Nazgul__10')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')]), 1), (frozenset([('animal_name', 'Nazgul__11')]), 1), (frozenset([('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')]), 1), (frozenset([('animal_name', 'Nazgul__18')]), 1), (frozenset([('animal_name', 'Nazgul__13')]), 1), (frozenset([('animal_name', 'Nazgul__(10_18_2_8)')]), 1), (frozenset([('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')]), 1), (frozenset([('animal_name', 'Nazgul__2')]), 1), (frozenset([('animal_name', 'Nazgul__12')]), 1), (frozenset([('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')]), 1)]) +snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset([(frozenset([('animal_name', 'Nazgul__19')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')]), 1), (frozenset([('animal_name', 'Nazgul__3')]), 1), (frozenset([('animal_name', 'Nazgul__(11_12_14_16)')]), 1), (frozenset([('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')]), 1), (frozenset([('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')]), 1), (frozenset([('animal_name', 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frozenset([(frozenset([('entity_name', 'Lembas')]), 1), (frozenset([('entity_name', 'Blood pie')]), 1), (frozenset([('entity_name', 'Bacon')]), 1)]) +snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1), (frozenset({('entity_name', 'Bacon')}), 1)}) diff --git a/graphql_compiler/tests/test_compiler.py b/graphql_compiler/tests/test_compiler.py index 5ff2291e1..a431cd406 100644 --- a/graphql_compiler/tests/test_compiler.py +++ b/graphql_compiler/tests/test_compiler.py @@ -2794,7 +2794,7 @@ def test_gremlin_type_hints(self): } }''' type_equivalence_hints = { - 'Event': 'EventOrBirthEvent' + 'Event': 'Union__BirthEvent__Event__FeedingEvent' } expected_match = ''' @@ -2815,7 +2815,7 @@ def test_gremlin_type_hints(self): g.V('@class', 'Animal') .as('Animal___1') .out('Entity_Related') - .filter{it, m -> ['BirthEvent', 'Event'].contains(it['@class'])} + .filter{it, m -> ['BirthEvent', 'Event', 'FeedingEvent'].contains(it['@class'])} .as('Animal__out_Entity_Related___1') .back('Animal___1') .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ @@ -3458,7 +3458,7 @@ def test_fold_date_and_datetime_fields(self): check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) def test_coercion_to_union_base_type_inside_fold(self): - # Given type_equivalence_hints = { Event: EventOrBirthEvent }, + # Given type_equivalence_hints = { Event: Union__BirthEvent__Event__FeedingEvent }, # the coercion should be optimized away as a no-op. test_data = test_input_data.coercion_to_union_base_type_inside_fold() @@ -4772,7 +4772,7 @@ def test_filter_on_optional_traversal_equality(self): class: Animal, as: Animal__out_Animal_ParentOf__out_Animal_ParentOf___1 }}.out('Animal_FedAt') {{ - class: Event, + class: FeedingEvent, as: Animal__out_Animal_ParentOf__out_Animal_ParentOf __out_Animal_FedAt___1 }} , @@ -5269,7 +5269,7 @@ def test_multiple_traverse_within_optional(self): class: Animal, as: Animal__in_Animal_ParentOf___1 }}.out('Animal_FedAt') {{ - class: Event, + class: FeedingEvent, as: Animal__in_Animal_ParentOf__out_Animal_FedAt___1 }} RETURN $matches diff --git a/graphql_compiler/tests/test_data_tools/data_tool.py b/graphql_compiler/tests/test_data_tools/data_tool.py index ed2eda8ae..bdc71ccdd 100644 --- a/graphql_compiler/tests/test_data_tools/data_tool.py +++ b/graphql_compiler/tests/test_data_tools/data_tool.py @@ -51,10 +51,10 @@ def init_sql_integration_test_backends(): if backend_name in EXPLICIT_DB_BACKENDS: # safely drop the test DB, outside of a transaction (autocommit) drop_database_command = text('DROP DATABASE IF EXISTS animals;') - engine.execution_options(isolation_level="AUTOCOMMIT").execute(drop_database_command) + engine.execution_options(isolation_level='AUTOCOMMIT').execute(drop_database_command) # create the test DB, outside of a transaction (autocommit) create_database_command = text('CREATE DATABASE animals;') - engine.execution_options(isolation_level="AUTOCOMMIT").execute(create_database_command) + engine.execution_options(isolation_level='AUTOCOMMIT').execute(create_database_command) # update the connection string and engine to connect to this new DB specifically connection_string = base_connection_string + u'/animals' engine = create_engine(connection_string) @@ -76,7 +76,7 @@ def tear_down_integration_test_backends(sql_test_backends): # set execution options to AUTOCOMMIT so that the DB drop is not performed in a transaction # as this is not allowed on some SQL backends drop_database_command = text('DROP DATABASE IF EXISTS animals;') - engine.execution_options(isolation_level="AUTOCOMMIT").execute(drop_database_command) + engine.execution_options(isolation_level='AUTOCOMMIT').execute(drop_database_command) def generate_sql_integration_data(sql_test_backends): diff --git a/graphql_compiler/tests/test_data_tools/graph.py b/graphql_compiler/tests/test_data_tools/graph.py index 1d630360b..5efb58163 100644 --- a/graphql_compiler/tests/test_data_tools/graph.py +++ b/graphql_compiler/tests/test_data_tools/graph.py @@ -4,10 +4,10 @@ from pyorient.ogm import Config, Graph -ORIENTDB_SERVER = "localhost" +ORIENTDB_SERVER = 'localhost' ORIENTDB_PORT = 2424 -ORIENTDB_USER = "root" -ORIENTDB_PASSWORD = "root" +ORIENTDB_USER = 'root' +ORIENTDB_PASSWORD = 'root' def get_orientdb_url(database_name): diff --git a/graphql_compiler/tests/test_data_tools/schema.sql b/graphql_compiler/tests/test_data_tools/schema.sql index daa32cf67..f5842fd36 100644 --- a/graphql_compiler/tests/test_data_tools/schema.sql +++ b/graphql_compiler/tests/test_data_tools/schema.sql @@ -1,10 +1,7 @@ ### UUIDs ### -CREATE CLASS UniquelyIdentifiable +CREATE CLASS UniquelyIdentifiable ABSTRACT CREATE PROPERTY UniquelyIdentifiable.uuid String -# make uuid default to '' and insert such a record on purpose -# this will ensure that no UniquelyIdentifiable is added without a valid uuid field -ALTER PROPERTY UniquelyIdentifiable.uuid DEFAULT '' -INSERT INTO UniquelyIdentifiable SET uuid = '' +ALTER PROPERTY UniquelyIdentifiable.uuid MANDATORY TRUE CREATE INDEX UniquelyIdentifiable.uuid UNIQUE_HASH_INDEX ############### @@ -30,8 +27,13 @@ CREATE INDEX Entity_Related ON Entity_Related (in, out) UNIQUE_HASH_INDEX ### Event ### CREATE CLASS Event EXTENDS Entity -CREATE PROPERTY Event.event_date Date +CREATE PROPERTY Event.event_date DateTime CREATE INDEX Event.event_date NOTUNIQUE + +CREATE CLASS Event_RelatedEvent EXTENDS E +CREATE PROPERTY Event_RelatedEvent.in LINK Event +CREATE PROPERTY Event_RelatedEvent.out LINK Event +CREATE INDEX Event_RelatedEvent ON Event_RelatedEvent (in, out) UNIQUE_HASH_INDEX ############### @@ -39,6 +41,13 @@ CREATE INDEX Event.event_date NOTUNIQUE CREATE CLASS BirthEvent EXTENDS Event ############### +### FeedingEvent ### +CREATE CLASS FeedingEvent EXTENDS Event +############### + +### Location ### +CREATE CLASS Location EXTENDS Entity +############### ### Animal ### CREATE CLASS Animal EXTENDS Entity @@ -58,7 +67,7 @@ CREATE PROPERTY Animal_ParentOf.out LINK Animal CREATE INDEX Animal_ParentOf ON Animal_ParentOf (in, out) UNIQUE_HASH_INDEX CREATE CLASS Animal_FedAt EXTENDS E -CREATE PROPERTY Animal_FedAt.in LINK Event +CREATE PROPERTY Animal_FedAt.in LINK FeedingEvent CREATE PROPERTY Animal_FedAt.out LINK Animal CREATE INDEX Animal_FedAt ON Animal_FedAt (in, out) UNIQUE_HASH_INDEX @@ -68,9 +77,14 @@ CREATE PROPERTY Animal_ImportantEvent.out LINK Animal CREATE INDEX Animal_ImportantEvent ON Animal_ImportantEvent (in, out) UNIQUE_HASH_INDEX CREATE CLASS Animal_BornAt EXTENDS E -CREATE PROPERTY Animal_BornAt.in LINK Event +CREATE PROPERTY Animal_BornAt.in LINK BirthEvent CREATE PROPERTY Animal_BornAt.out LINK Animal CREATE INDEX Animal_BornAt ON Animal_BornAt (in, out) UNIQUE_HASH_INDEX + +CREATE CLASS Animal_LivesIn EXTENDS E +CREATE PROPERTY Animal_LivesIn.in LINK Location +CREATE PROPERTY Animal_LivesIn.out LINK Animal +CREATE INDEX Animal_LivesIn ON Animal_LivesIn (in, out) UNIQUE_HASH_INDEX ############### diff --git a/graphql_compiler/tests/test_data_tools/snapshot_data/commands.sql b/graphql_compiler/tests/test_data_tools/snapshot_data/commands.sql index b4455d53e..8d60fd997 100644 --- a/graphql_compiler/tests/test_data_tools/snapshot_data/commands.sql +++ b/graphql_compiler/tests/test_data_tools/snapshot_data/commands.sql @@ -1,12 +1,11 @@ -# Copyright 2018-present Kensho Technologies, LLC. # Auto-generated output from `generate_test_sql/__init__.py`. # Do not edit directly! -# Generated on 2018-07-27T15:00:14.627230 from compiler version 1.7.0. +# Generated on 2019-03-04T10:33:25.991894 from compiler version 1.10.0. -create vertex Event set event_date = DATE("2012-07-02 00:00:00"), name = 'Birthday', uuid = '7c65c1e5-82e2-e662-f728-b4fa42485e3a' -create vertex Event set event_date = DATE("2009-08-12 00:00:00"), name = 'Bar Mitzvah', uuid = 'c17c6279-23c6-612f-4826-867323a7711a' -create vertex Event set event_date = DATE("2008-09-23 00:00:00"), name = 'Coronation', uuid = '259f4329-e6f4-590b-9a16-4106cf6a659e' -create vertex Event set event_date = DATE("2003-12-03 00:00:00"), name = 'Re-awakening', uuid = '5487ce1e-af19-922a-d9b8-a714e61a441c' +create vertex FeedingEvent set event_date = DATE("2012-07-02 00:00:00"), name = 'Breakfast', uuid = '7c65c1e5-82e2-e662-f728-b4fa42485e3a' +create vertex FeedingEvent set event_date = DATE("2009-08-12 00:00:00"), name = 'Brunch', uuid = 'c17c6279-23c6-612f-4826-867323a7711a' +create vertex FeedingEvent set event_date = DATE("2008-09-23 00:00:00"), name = 'Lunch', uuid = '259f4329-e6f4-590b-9a16-4106cf6a659e' +create vertex FeedingEvent set event_date = DATE("2003-12-03 00:00:00"), name = 'Dinner', uuid = '5487ce1e-af19-922a-d9b8-a714e61a441c' create vertex Food set name = 'Bacon', uuid = '6f25e2a2-5a92-1187-19c7-8df48f4ff31e' create vertex Food set name = 'Lembas', uuid = 'baf3897a-3e70-f16a-5548-5822de1b372a' create vertex Food set name = 'Blood pie', uuid = '72ae2244-8b01-63c1-cd9d-2b7d247a8333' @@ -193,27 +192,27 @@ create edge Animal_ParentOf from (select from Animal where name = 'Nazgul__((((( create edge Animal_ParentOf from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Animal where name = 'Nazgul__13') create edge Animal_ParentOf from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Animal where name = 'Nazgul__4') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__0') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__0') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__0') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__0') to (select from Animal where name = 'Nazgul__0') create edge Entity_Related from (select from Animal where name = 'Nazgul__0') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__0') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__1') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__1') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__1') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__1') to (select from Animal where name = 'Nazgul__1') create edge Entity_Related from (select from Animal where name = 'Nazgul__1') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__1') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__2') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__2') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__2') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__2') to (select from Animal where name = 'Nazgul__2') create edge Entity_Related from (select from Animal where name = 'Nazgul__2') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__2') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__3') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__3') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__3') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__3') to (select from Animal where name = 'Nazgul__3') create edge Entity_Related from (select from Animal where name = 'Nazgul__3') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__3') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__4') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__4') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__4') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__4') to (select from Animal where name = 'Nazgul__4') create edge Entity_Related from (select from Animal where name = 'Nazgul__4') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__4') @@ -226,7 +225,7 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__6') to create edge Entity_Related from (select from Animal where name = 'Nazgul__6') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__6') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__7') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__7') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__7') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__7') to (select from Animal where name = 'Nazgul__7') create edge Entity_Related from (select from Animal where name = 'Nazgul__7') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__7') @@ -243,17 +242,17 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__10') t create edge Entity_Related from (select from Animal where name = 'Nazgul__10') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__10') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__11') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__11') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__11') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__11') to (select from Animal where name = 'Nazgul__11') create edge Entity_Related from (select from Animal where name = 'Nazgul__11') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__11') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__12') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__12') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__12') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__12') to (select from Animal where name = 'Nazgul__12') create edge Entity_Related from (select from Animal where name = 'Nazgul__12') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__12') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__13') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__13') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__13') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__13') to (select from Animal where name = 'Nazgul__13') create edge Entity_Related from (select from Animal where name = 'Nazgul__13') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__13') @@ -266,7 +265,7 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__15') t create edge Entity_Related from (select from Animal where name = 'Nazgul__15') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__15') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__16') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__16') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__16') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__16') to (select from Animal where name = 'Nazgul__16') create edge Entity_Related from (select from Animal where name = 'Nazgul__16') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__16') @@ -275,7 +274,7 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__17') t create edge Entity_Related from (select from Animal where name = 'Nazgul__17') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__17') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__18') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__18') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__18') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__18') to (select from Animal where name = 'Nazgul__18') create edge Entity_Related from (select from Animal where name = 'Nazgul__18') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__18') @@ -284,7 +283,7 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__19') t create edge Entity_Related from (select from Animal where name = 'Nazgul__19') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__19') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(18_19_2_6)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(18_19_2_6)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(18_19_2_6)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(18_19_2_6)') to (select from Animal where name = 'Nazgul__(18_19_2_6)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(18_19_2_6)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(18_19_2_6)') @@ -309,12 +308,12 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__(11_12 create edge Entity_Related from (select from Animal where name = 'Nazgul__(11_12_14_16)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(11_12_14_16)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(10_18_2_8)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(10_18_2_8)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(10_18_2_8)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(10_18_2_8)') to (select from Animal where name = 'Nazgul__(10_18_2_8)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(10_18_2_8)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(10_18_2_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(1_12_14_19)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(1_12_14_19)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(1_12_14_19)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(1_12_14_19)') to (select from Animal where name = 'Nazgul__(1_12_14_19)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(1_12_14_19)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(1_12_14_19)') @@ -323,17 +322,17 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_ create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)') @@ -346,12 +345,12 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__(1_13_ create edge Entity_Related from (select from Animal where name = 'Nazgul__(1_13_16_8)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(1_13_16_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)') @@ -372,22 +371,22 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((1 create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') to (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)') @@ -400,22 +399,22 @@ create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_ create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') create edge Entity_Related from (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') to (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((1_13_16_8)_1_16_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)') create edge Animal_OfSpecies from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Species where name = 'Nazgul') -create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') create edge Entity_Related from (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') to (select from Species where name = 'Nazgul') create edge Entity_Related from (select from Species where name = 'Nazgul') to (select from Animal where name = 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)') @@ -606,7 +605,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__3' create edge Entity_Related from (select from Animal where name = 'Pteranodon__3') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__3') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__4') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__4') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__4') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__4') to (select from Animal where name = 'Pteranodon__4') create edge Entity_Related from (select from Animal where name = 'Pteranodon__4') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__4') @@ -615,7 +614,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__5' create edge Entity_Related from (select from Animal where name = 'Pteranodon__5') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__5') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__6') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__6') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__6') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Pteranodon__6') to (select from Animal where name = 'Pteranodon__6') create edge Entity_Related from (select from Animal where name = 'Pteranodon__6') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__6') @@ -632,7 +631,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__9' create edge Entity_Related from (select from Animal where name = 'Pteranodon__9') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__9') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__10') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__10') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__10') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__10') to (select from Animal where name = 'Pteranodon__10') create edge Entity_Related from (select from Animal where name = 'Pteranodon__10') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__10') @@ -645,7 +644,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__12 create edge Entity_Related from (select from Animal where name = 'Pteranodon__12') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__12') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__13') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__13') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__13') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Pteranodon__13') to (select from Animal where name = 'Pteranodon__13') create edge Entity_Related from (select from Animal where name = 'Pteranodon__13') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__13') @@ -662,7 +661,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__16 create edge Entity_Related from (select from Animal where name = 'Pteranodon__16') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__16') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__17') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__17') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__17') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Pteranodon__17') to (select from Animal where name = 'Pteranodon__17') create edge Entity_Related from (select from Animal where name = 'Pteranodon__17') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__17') @@ -679,12 +678,12 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(1 create edge Entity_Related from (select from Animal where name = 'Pteranodon__(10_11_13_2)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(10_11_13_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(0_10_12_8)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(0_10_12_8)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(0_10_12_8)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(0_10_12_8)') to (select from Animal where name = 'Pteranodon__(0_10_12_8)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(0_10_12_8)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(0_10_12_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(0_10_12_4)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(0_10_12_4)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(0_10_12_4)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(0_10_12_4)') to (select from Animal where name = 'Pteranodon__(0_10_12_4)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(0_10_12_4)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(0_10_12_4)') @@ -713,12 +712,12 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') to (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((0_10_12_4)_12_19_5)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(10_11_15_3)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(10_11_15_3)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(10_11_15_3)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(10_11_15_3)') to (select from Animal where name = 'Pteranodon__(10_11_15_3)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(10_11_15_3)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(10_11_15_3)') @@ -727,7 +726,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)') @@ -736,7 +735,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)') @@ -745,12 +744,12 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__((10_11_15_3)_1_15_17)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((10_11_15_3)_1_15_17)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') to (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') to (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((0_10_12_4)_13_7_8)') @@ -759,7 +758,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(1 create edge Entity_Related from (select from Animal where name = 'Pteranodon__(10_13_14_9)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(10_13_14_9)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)') @@ -768,7 +767,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)') @@ -781,12 +780,12 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') to (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') to (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)') @@ -799,7 +798,7 @@ create edge Entity_Related from (select from Animal where name = 'Pteranodon__(( create edge Entity_Related from (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') to (select from Species where name = 'Pteranodon') -create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') create edge Entity_Related from (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') to (select from Species where name = 'Pteranodon') create edge Entity_Related from (select from Species where name = 'Pteranodon') to (select from Animal where name = 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)') @@ -978,7 +977,7 @@ create edge Animal_ParentOf from (select from Animal where name = 'Dragon__((((1 create edge Animal_ParentOf from (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)') to (select from Animal where name = 'Dragon__12') create edge Animal_ParentOf from (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)') to (select from Animal where name = 'Dragon__8') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__0') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__0') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__0') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__0') to (select from Animal where name = 'Dragon__0') create edge Entity_Related from (select from Animal where name = 'Dragon__0') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__0') @@ -999,7 +998,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__4') to create edge Entity_Related from (select from Animal where name = 'Dragon__4') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__4') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__5') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__5') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__5') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__5') to (select from Animal where name = 'Dragon__5') create edge Entity_Related from (select from Animal where name = 'Dragon__5') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__5') @@ -1008,17 +1007,17 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__6') to create edge Entity_Related from (select from Animal where name = 'Dragon__6') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__6') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__7') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__7') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__7') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Dragon__7') to (select from Animal where name = 'Dragon__7') create edge Entity_Related from (select from Animal where name = 'Dragon__7') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__7') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__8') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__8') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__8') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__8') to (select from Animal where name = 'Dragon__8') create edge Entity_Related from (select from Animal where name = 'Dragon__8') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__8') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__9') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__9') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__9') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__9') to (select from Animal where name = 'Dragon__9') create edge Entity_Related from (select from Animal where name = 'Dragon__9') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__9') @@ -1027,7 +1026,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__10') t create edge Entity_Related from (select from Animal where name = 'Dragon__10') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__10') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__11') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__11') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__11') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__11') to (select from Animal where name = 'Dragon__11') create edge Entity_Related from (select from Animal where name = 'Dragon__11') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__11') @@ -1040,12 +1039,12 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__13') t create edge Entity_Related from (select from Animal where name = 'Dragon__13') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__13') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__14') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__14') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__14') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Dragon__14') to (select from Animal where name = 'Dragon__14') create edge Entity_Related from (select from Animal where name = 'Dragon__14') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__14') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__15') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__15') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__15') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__15') to (select from Animal where name = 'Dragon__15') create edge Entity_Related from (select from Animal where name = 'Dragon__15') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__15') @@ -1054,12 +1053,12 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__16') t create edge Entity_Related from (select from Animal where name = 'Dragon__16') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__16') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__17') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__17') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__17') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Dragon__17') to (select from Animal where name = 'Dragon__17') create edge Entity_Related from (select from Animal where name = 'Dragon__17') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__17') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__18') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__18') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__18') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Dragon__18') to (select from Animal where name = 'Dragon__18') create edge Entity_Related from (select from Animal where name = 'Dragon__18') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__18') @@ -1072,7 +1071,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__(11_4_ create edge Entity_Related from (select from Animal where name = 'Dragon__(11_4_6_7)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(11_4_6_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(18_4_5_7)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(18_4_5_7)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(18_4_5_7)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__(18_4_5_7)') to (select from Animal where name = 'Dragon__(18_4_5_7)') create edge Entity_Related from (select from Animal where name = 'Dragon__(18_4_5_7)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(18_4_5_7)') @@ -1081,7 +1080,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__(0_17_ create edge Entity_Related from (select from Animal where name = 'Dragon__(0_17_2_7)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(0_17_2_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(1_16_2_6)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(1_16_2_6)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(1_16_2_6)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Dragon__(1_16_2_6)') to (select from Animal where name = 'Dragon__(1_16_2_6)') create edge Entity_Related from (select from Animal where name = 'Dragon__(1_16_2_6)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(1_16_2_6)') @@ -1094,7 +1093,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__((0_17 create edge Entity_Related from (select from Animal where name = 'Dragon__((0_17_2_7)_12_16_18)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((0_17_2_7)_12_16_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(13_14_8_9)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(13_14_8_9)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(13_14_8_9)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__(13_14_8_9)') to (select from Animal where name = 'Dragon__(13_14_8_9)') create edge Entity_Related from (select from Animal where name = 'Dragon__(13_14_8_9)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(13_14_8_9)') @@ -1111,12 +1110,12 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__((((1_ create edge Entity_Related from (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') to (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') to (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)') @@ -1125,7 +1124,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__((13_1 create edge Entity_Related from (select from Animal where name = 'Dragon__((13_14_8_9)_1_13_3)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((13_14_8_9)_1_13_3)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') to (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)') @@ -1138,7 +1137,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__(((((( create edge Entity_Related from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') to (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)') @@ -1147,12 +1146,12 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__(((((( create edge Entity_Related from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') to (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') to (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)') @@ -1173,7 +1172,7 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__((((1_ create edge Entity_Related from (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') to (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') create edge Entity_Related from (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)') @@ -1182,12 +1181,12 @@ create edge Entity_Related from (select from Animal where name = 'Dragon__((((13 create edge Entity_Related from (select from Animal where name = 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') to (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)') create edge Animal_OfSpecies from (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') to (select from Species where name = 'Dragon') -create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') to (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') create edge Entity_Related from (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') to (select from Species where name = 'Dragon') create edge Entity_Related from (select from Species where name = 'Dragon') to (select from Animal where name = 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)') @@ -1374,17 +1373,17 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__0' create edge Entity_Related from (select from Animal where name = 'Hippogriff__0') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__0') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__1') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__1') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__1') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__1') to (select from Animal where name = 'Hippogriff__1') create edge Entity_Related from (select from Animal where name = 'Hippogriff__1') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__1') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__2') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__2') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__2') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__2') to (select from Animal where name = 'Hippogriff__2') create edge Entity_Related from (select from Animal where name = 'Hippogriff__2') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__2') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__3') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__3') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__3') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__3') to (select from Animal where name = 'Hippogriff__3') create edge Entity_Related from (select from Animal where name = 'Hippogriff__3') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__3') @@ -1397,22 +1396,22 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__5' create edge Entity_Related from (select from Animal where name = 'Hippogriff__5') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__5') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__6') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__6') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__6') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__6') to (select from Animal where name = 'Hippogriff__6') create edge Entity_Related from (select from Animal where name = 'Hippogriff__6') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__6') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__7') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__7') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__7') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__7') to (select from Animal where name = 'Hippogriff__7') create edge Entity_Related from (select from Animal where name = 'Hippogriff__7') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__7') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__8') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__8') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__8') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__8') to (select from Animal where name = 'Hippogriff__8') create edge Entity_Related from (select from Animal where name = 'Hippogriff__8') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__8') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__9') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__9') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__9') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__9') to (select from Animal where name = 'Hippogriff__9') create edge Entity_Related from (select from Animal where name = 'Hippogriff__9') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__9') @@ -1433,12 +1432,12 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__13 create edge Entity_Related from (select from Animal where name = 'Hippogriff__13') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__13') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__14') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__14') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__14') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__14') to (select from Animal where name = 'Hippogriff__14') create edge Entity_Related from (select from Animal where name = 'Hippogriff__14') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__14') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__15') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__15') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__15') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__15') to (select from Animal where name = 'Hippogriff__15') create edge Entity_Related from (select from Animal where name = 'Hippogriff__15') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__15') @@ -1455,12 +1454,12 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__18 create edge Entity_Related from (select from Animal where name = 'Hippogriff__18') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__18') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__19') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__19') to (select from Event where name = 'Coronation') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__19') to (select from FeedingEvent where name = 'Lunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__19') to (select from Animal where name = 'Hippogriff__19') create edge Entity_Related from (select from Animal where name = 'Hippogriff__19') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__19') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(0_12_15_17)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(0_12_15_17)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(0_12_15_17)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(0_12_15_17)') to (select from Animal where name = 'Hippogriff__(0_12_15_17)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(0_12_15_17)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(0_12_15_17)') @@ -1469,12 +1468,12 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(1 create edge Entity_Related from (select from Animal where name = 'Hippogriff__(10_19_2_7)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(10_19_2_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') to (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(1_12_18_9)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(1_12_18_9)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(1_12_18_9)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(1_12_18_9)') to (select from Animal where name = 'Hippogriff__(1_12_18_9)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(1_12_18_9)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(1_12_18_9)') @@ -1483,12 +1482,12 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(1 create edge Entity_Related from (select from Animal where name = 'Hippogriff__(1_11_13_2)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(1_11_13_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') to (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((1_12_18_9)_17_3_4)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') to (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((1_12_18_9)_11_13_16)') @@ -1497,12 +1496,12 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(( create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') to (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') to (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((0_12_15_17)_10_6_8)') @@ -1511,17 +1510,17 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(( create edge Entity_Related from (select from Animal where name = 'Hippogriff__((1_12_18_9)_1_2_8)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((1_12_18_9)_1_2_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') to (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') to (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)') @@ -1534,27 +1533,27 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(( create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') to (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') to (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') to (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)') @@ -1583,17 +1582,17 @@ create edge Entity_Related from (select from Animal where name = 'Hippogriff__(( create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') to (select from Event where name = 'Bar Mitzvah') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') to (select from FeedingEvent where name = 'Brunch') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') to (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') to (select from Event where name = 'Re-awakening') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') to (select from FeedingEvent where name = 'Dinner') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') to (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)') create edge Animal_OfSpecies from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') to (select from Species where name = 'Hippogriff') -create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') to (select from Event where name = 'Birthday') +create edge Animal_FedAt from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') to (select from FeedingEvent where name = 'Breakfast') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') to (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') create edge Entity_Related from (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') to (select from Species where name = 'Hippogriff') create edge Entity_Related from (select from Species where name = 'Hippogriff') to (select from Animal where name = 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)') diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 5b6b81cc0..4aab283c0 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -3,14 +3,16 @@ from pprint import pformat import re -from graphql import parse +from graphql import GraphQLID, parse from graphql.utils.build_ast_schema import build_ast_schema import six +from graphql_compiler import get_graphql_schema_from_orientdb_schema_data +from graphql_compiler.schema_generation.utils import ORIENTDB_SCHEMA_RECORDS_QUERY + from ..debugging_utils import pretty_print_gremlin, pretty_print_match from ..macros import create_macro_registry, register_macro_edge from ..query_formatting.graphql_formatting import pretty_print_graphql -from ..schema import insert_meta_fields_into_existing_schema # The strings which we will be comparing have newlines and spaces we'd like to get rid of, @@ -20,6 +22,179 @@ # flag to indicate a test component should be skipped SKIP_TEST = 'SKIP' +# Text representation of a GraphQL schema generated from OrientDB. +# This schema isn't meant to be a paragon of good schema design. +# Instead, it aims to capture as many real-world edge cases as possible, +# without requiring a massive number of types and interfaces. +SCHEMA_TEXT = ''' + schema { + query: RootSchemaQuery + } + + directive @filter(op_name: String!, value: [String!]!) on FIELD | INLINE_FRAGMENT + + directive @tag(tag_name: String!) on FIELD + + directive @output(out_name: String!) on FIELD + + directive @output_source on FIELD + + directive @optional on FIELD + + directive @recurse(depth: Int!) on FIELD + + directive @fold on FIELD + + type Animal implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + birthday: Date + color: String + description: String + in_Animal_ParentOf: [Animal] + in_Entity_Related: [Entity] + name: String + net_worth: Decimal + out_Animal_BornAt: [BirthEvent] + out_Animal_FedAt: [FeedingEvent] + out_Animal_ImportantEvent: [Union__BirthEvent__Event__FeedingEvent] + out_Animal_LivesIn: [Location] + out_Animal_OfSpecies: [Species] + out_Animal_ParentOf: [Animal] + out_Entity_Related: [Entity] + uuid: ID + } + + type BirthEvent implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + event_date: DateTime + in_Animal_BornAt: [Animal] + in_Animal_ImportantEvent: [Animal] + in_Entity_Related: [Entity] + in_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + name: String + out_Entity_Related: [Entity] + out_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + uuid: ID + } + + scalar Date + + scalar DateTime + + scalar Decimal + + interface Entity { + _x_count: Int + alias: [String] + description: String + in_Entity_Related: [Entity] + name: String + out_Entity_Related: [Entity] + uuid: ID + } + + type Event implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + event_date: DateTime + in_Animal_ImportantEvent: [Animal] + in_Entity_Related: [Entity] + in_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + name: String + out_Entity_Related: [Entity] + out_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + uuid: ID + } + + type FeedingEvent implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + event_date: DateTime + in_Animal_FedAt: [Animal] + in_Animal_ImportantEvent: [Animal] + in_Entity_Related: [Entity] + in_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + name: String + out_Entity_Related: [Entity] + out_Event_RelatedEvent: [Union__BirthEvent__Event__FeedingEvent] + uuid: ID + } + + type Food implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + in_Entity_Related: [Entity] + in_Species_Eats: [Species] + name: String + out_Entity_Related: [Entity] + uuid: ID + } + + type FoodOrSpecies implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + in_Entity_Related: [Entity] + in_Species_Eats: [Species] + name: String + out_Entity_Related: [Entity] + uuid: ID + } + + type Location implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + in_Animal_LivesIn: [Animal] + in_Entity_Related: [Entity] + name: String + out_Entity_Related: [Entity] + uuid: ID + } + + type RootSchemaQuery { + Animal: Animal + BirthEvent: BirthEvent + Entity: Entity + Event: Event + FeedingEvent: FeedingEvent + Food: Food + FoodOrSpecies: FoodOrSpecies + Location: Location + Species: Species + UniquelyIdentifiable: UniquelyIdentifiable + } + + type Species implements Entity, UniquelyIdentifiable { + _x_count: Int + alias: [String] + description: String + in_Animal_OfSpecies: [Animal] + in_Entity_Related: [Entity] + in_Species_Eats: [Species] + limbs: Int + name: String + out_Entity_Related: [Entity] + out_Species_Eats: [Union__Food__FoodOrSpecies__Species] + uuid: ID + } + + union Union__BirthEvent__Event__FeedingEvent = BirthEvent | Event | FeedingEvent + + union Union__Food__FoodOrSpecies__Species = Food | FoodOrSpecies | Species + + interface UniquelyIdentifiable { + _x_count: Int + uuid: ID + } +''' + def transform(emitted_output): """Transform emitted_output into a unique representation, regardless of lines / indentation.""" @@ -100,144 +275,21 @@ def compare_ignoring_whitespace(test_case, expected, received, msg): def get_schema(): """Get a schema object for testing.""" - # This schema isn't meant to be a paragon of good schema design. - # Instead, it aims to capture as many real-world edge cases as possible, - # without requiring a massive number of types and interfaces. - schema_text = ''' - schema { - query: RootSchemaQuery - } - - directive @recurse(depth: Int!) on FIELD - - directive @filter(op_name: String!, value: [String!]!) on FIELD | INLINE_FRAGMENT - - directive @tag(tag_name: String!) on FIELD - - directive @output(out_name: String!) on FIELD - - directive @output_source on FIELD - - directive @optional on FIELD - - directive @fold on FIELD - - scalar Decimal - - scalar DateTime - - scalar Date - - interface Entity { - name: String - alias: [String] - description: String - uuid: ID - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - } - - type Animal implements Entity { - name: String - color: String - description: String - alias: [String] - birthday: Date - net_worth: Decimal - uuid: ID - out_Animal_ParentOf: [Animal] - in_Animal_ParentOf: [Animal] - out_Animal_OfSpecies: [Species] - out_Animal_FedAt: [Event] - out_Animal_BornAt: [BirthEvent] - out_Animal_ImportantEvent: [EventOrBirthEvent] - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - out_Animal_LivesIn: [Location] - } - - type Location { - name: String - uuid: ID - in_Animal_LivesIn: [Animal] - } - - type Species implements Entity { - name: String - description: String - alias: [String] - limbs: Int - uuid: ID - out_Species_Eats: [FoodOrSpecies] - in_Species_Eats: [Species] - in_Animal_OfSpecies: [Animal] - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - } - - type Food implements Entity { - name: String - origin: String - description: String - alias: [String] - uuid: ID - in_Species_Eats: [Species] - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - } - - union FoodOrSpecies = Food | Species - - type Event implements Entity { - name: String - alias: [String] - description: String - uuid: ID - event_date: DateTime - in_Animal_FedAt: [Animal] - in_Animal_ImportantEvent: [Animal] - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - out_Event_RelatedEvent: [EventOrBirthEvent] - in_Event_RelatedEvent: [EventOrBirthEvent] - } - - # Assume that in the database, the below type is actually a subclass of Event. - type BirthEvent implements Entity { - name: String - alias: [String] - description: String - uuid: ID - event_date: DateTime - in_Animal_FedAt: [Animal] - in_Animal_BornAt: [Animal] - in_Animal_ImportantEvent: [Animal] - in_Entity_Related: [Entity] - out_Entity_Related: [Entity] - out_Event_RelatedEvent: [EventOrBirthEvent] - in_Event_RelatedEvent: [EventOrBirthEvent] - } - - # Because of the above, the base type for this union is Event. - union EventOrBirthEvent = Event | BirthEvent - - type RootSchemaQuery { - Animal: Animal - BirthEvent: BirthEvent - Entity: Entity - Event: Event - Food: Food - Species: Species - Location: Location - } - ''' - - ast = parse(schema_text) + ast = parse(SCHEMA_TEXT) schema = build_ast_schema(ast) - insert_meta_fields_into_existing_schema(schema) return schema +def generate_schema(graph_client): + """Generate schema and type equivalence dict from a pyorient client""" + schema_records = graph_client.command(ORIENTDB_SCHEMA_RECORDS_QUERY) + schema_data = [x.oRecordData for x in schema_records] + type_overrides = { + 'UniquelyIdentifiable': {'uuid': GraphQLID}, + } + return get_graphql_schema_from_orientdb_schema_data(schema_data, type_overrides) + + def construct_location_types(location_types_as_strings): """Convert the supplied dict into a proper location_types dict with GraphQL types as values.""" schema = get_schema() @@ -253,7 +305,7 @@ def get_test_macro_registry(): schema = get_schema() macro_registry = create_macro_registry() type_equivalence_hints = { - schema.get_type('Event'): schema.get_type('EventOrBirthEvent'), + schema.get_type('Event'): schema.get_type('Union__BirthEvent__Event__FeedingEvent'), } valid_macros = [ diff --git a/graphql_compiler/tests/test_input_data.py b/graphql_compiler/tests/test_input_data.py index e2def7e0e..75f437a2f 100644 --- a/graphql_compiler/tests/test_input_data.py +++ b/graphql_compiler/tests/test_input_data.py @@ -1614,7 +1614,7 @@ def fold_date_and_datetime_fields(): def coercion_to_union_base_type_inside_fold(): - # Given type_equivalence_hints = { Event: EventOrBirthEvent }, + # Given type_equivalence_hints = { Event: Union__BirthEvent__Event__FeedingEvent }, # the coercion should be optimized away as a no-op. graphql_input = '''{ Animal { @@ -1627,7 +1627,7 @@ def coercion_to_union_base_type_inside_fold(): } }''' type_equivalence_hints = { - 'Event': 'EventOrBirthEvent' + 'Event': 'Union__BirthEvent__Event__FeedingEvent' } expected_output_metadata = { 'animal_name': OutputMetadata(type=GraphQLString, optional=False), @@ -1656,7 +1656,7 @@ def no_op_coercion_inside_fold(): } }''' type_equivalence_hints = { - 'Event': 'EventOrBirthEvent' + 'Event': 'Union__BirthEvent__Event__FeedingEvent' } expected_output_metadata = { 'animal_name': OutputMetadata(type=GraphQLString, optional=False), @@ -2696,7 +2696,7 @@ def recursive_field_type_is_subtype_of_parent_field(): expected_input_metadata = {} type_equivalence_hints = { - 'Event': 'EventOrBirthEvent', + 'Event': 'Union__BirthEvent__Event__FeedingEvent', } return CommonTestData( diff --git a/graphql_compiler/tests/test_ir_generation.py b/graphql_compiler/tests/test_ir_generation.py index d7e14a659..fd59ef3c9 100644 --- a/graphql_compiler/tests/test_ir_generation.py +++ b/graphql_compiler/tests/test_ir_generation.py @@ -585,9 +585,9 @@ def test_filter_on_optional_variable_equality(self): expected_location_types = { base_location: 'Animal', child_location: 'Animal', - child_fed_at_location: 'Event', + child_fed_at_location: 'FeedingEvent', child_revisited_location: 'Animal', - animal_fed_at_location: 'Event', + animal_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) @@ -1053,13 +1053,13 @@ def test_complex_optional_variables(self): expected_location_types = { base_location: 'Animal', child_location: 'Animal', - child_fed_at_location: 'Event', + child_fed_at_location: 'FeedingEvent', revisited_child_location: 'Animal', other_parent_location: 'Animal', - other_parent_fed_at_location: 'Event', + other_parent_fed_at_location: 'FeedingEvent', other_parent_revisited_location: 'Animal', grandparent_location: 'Animal', - grandparent_fed_at_location: 'Event', + grandparent_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) @@ -1191,13 +1191,13 @@ def test_complex_optional_variables_with_starting_filter(self): expected_location_types = { base_location: 'Animal', child_location: 'Animal', - child_fed_at_location: 'Event', + child_fed_at_location: 'FeedingEvent', revisited_child_location: 'Animal', other_parent_location: 'Animal', - other_parent_fed_at_location: 'Event', + other_parent_fed_at_location: 'FeedingEvent', other_parent_revisited_location: 'Animal', grandparent_location: 'Animal', - grandparent_fed_at_location: 'Event', + grandparent_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) @@ -2818,13 +2818,13 @@ def test_fold_date_and_datetime_fields(self): expected_location_types = { base_location: 'Animal', base_parent_fold: 'Animal', - base_fed_at_fold: 'Event', + base_fed_at_fold: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) def test_coercion_to_union_base_type_inside_fold(self): - # Given type_equivalence_hints = { Event: EventOrBirthEvent }, + # Given type_equivalence_hints = { Event: Union__BirthEvent__Event__FeedingEvent }, # the coercion should be optimized away as a no-op. test_data = test_input_data.coercion_to_union_base_type_inside_fold() @@ -3887,9 +3887,9 @@ def test_filter_on_optional_traversal_equality(self): base_location: 'Animal', parent_location: 'Animal', grandparent_location: 'Animal', - fed_at_location: 'Event', + fed_at_location: 'FeedingEvent', parent_revisited_location: 'Animal', - animal_fed_at_location: 'Event', + animal_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) @@ -4084,13 +4084,13 @@ def test_complex_optional_traversal_variables(self): expected_location_types = { base_location: 'Animal', parent_location: 'Animal', - parent_fed_at_location: 'Event', + parent_fed_at_location: 'FeedingEvent', revisited_child_location: 'Animal', other_child_location: 'Animal', - other_child_fed_at_location: 'Event', + other_child_fed_at_location: 'FeedingEvent', re_revisited_child_location: 'Animal', grandchild_location: 'Animal', - grandchild_fed_at_location: 'Event', + grandchild_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) @@ -4193,7 +4193,7 @@ def test_multiple_traverse_within_optional(self): child_location: 'Animal', grandchild_location: 'Animal', revisited_base_location: 'Animal', - child_fed_at_location: 'Event', + child_fed_at_location: 'FeedingEvent', } check_test_data(self, test_data, expected_blocks, expected_location_types) diff --git a/graphql_compiler/tests/test_ir_generation_errors.py b/graphql_compiler/tests/test_ir_generation_errors.py index 9b52b3a4c..61485d0a3 100644 --- a/graphql_compiler/tests/test_ir_generation_errors.py +++ b/graphql_compiler/tests/test_ir_generation_errors.py @@ -620,12 +620,6 @@ def test_filter_directive_wrong_location(self): description @output(out_name: "description_text") } }''', - '''{ - Location @filter(op_name: "name_or_alias", value: ["$foo"]) { - name @output(out_name: "name") - } - }''', - # '=' must be on a property field, not a vertex field '''{ Event @filter(op_name: "=", value: ["$foo"]) { @@ -750,7 +744,7 @@ def test_duplicate_directive_on_same_field(self): def test_property_field_after_vertex_field(self): # sanity check: the correctly-ordered version of the query compiles fine graphql_to_ir(self.schema, '''{ - Event { + FeedingEvent { name @output(out_name: "name") event_date @tag(tag_name: "date") in_Animal_FedAt { @@ -761,7 +755,7 @@ def test_property_field_after_vertex_field(self): invalid_queries = ( '''{ - Event { + FeedingEvent { name @output(out_name: "name") in_Animal_FedAt { name @output(out_name: "animal") @@ -769,7 +763,7 @@ def test_property_field_after_vertex_field(self): event_date @tag(tag_name: "date") } }''', '''{ - Event { + FeedingEvent { in_Animal_FedAt { name @output(out_name: "animal") } @@ -1324,8 +1318,8 @@ def test_with_noninvertible_hints(self): } }''' invalid_type_equivalence_hints = { - 'Event': 'EventOrBirthEvent', - 'BirthEvent': 'EventOrBirthEvent', + 'Event': 'Union__BirthEvent__Event__FeedingEvent', + 'BirthEvent': 'Union__BirthEvent__Event__FeedingEvent', } with self.assertRaises(TypeError): graphql_to_ir(self.schema, valid_graphql_input, diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 8dc7680f6..70afa08b7 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -15,7 +15,8 @@ def setUp(self): self.schema = get_schema() self.macro_registry = get_test_macro_registry() self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + self.schema.get_type('Event'): self.schema.get_type( + 'Union__BirthEvent__Event__FeedingEvent'), } self.subclass_sets = compute_subclass_sets( self.schema, type_equivalence_hints=self.type_equivalence_hints) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 618b3d95f..73d124ec7 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -16,7 +16,8 @@ def setUp(self): self.schema = get_schema() self.macro_registry = get_test_macro_registry() self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + self.schema.get_type('Event'): self.schema.get_type( + 'Union__BirthEvent__Event__FeedingEvent'), } self.subclass_sets = compute_subclass_sets( self.schema, type_equivalence_hints=self.type_equivalence_hints) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 5f9dbd1d2..237ef3aa7 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -14,7 +14,8 @@ def setUp(self): self.maxDiff = None self.schema = get_schema() self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + self.schema.get_type('Event'): self.schema.get_type( + 'Union__BirthEvent__Event__FeedingEvent'), } def test_bad_operation_type(self): @@ -192,6 +193,7 @@ def test_macro_edge_invalid_definition(self): register_macro_edge(macro_registry, self.schema, query, args, self.type_equivalence_hints) + @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_target_directive(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_AvailableFood_Invalid") { diff --git a/graphql_compiler/tests/test_subclass.py b/graphql_compiler/tests/test_subclass.py index cd9f37652..8dda604fe 100644 --- a/graphql_compiler/tests/test_subclass.py +++ b/graphql_compiler/tests/test_subclass.py @@ -14,7 +14,8 @@ def setUp(self): def test_compute_subclass_sets(self): type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type('EventOrBirthEvent'), + self.schema.get_type('Event'): self.schema.get_type( + 'Union__BirthEvent__Event__FeedingEvent'), } subclass_sets = compute_subclass_sets( diff --git a/scripts/copyright_line_check.sh b/scripts/copyright_line_check.sh index a73084142..1c0a18f43 100755 --- a/scripts/copyright_line_check.sh +++ b/scripts/copyright_line_check.sh @@ -4,7 +4,8 @@ # Fail on first error, on undefined variables, and on errors in a pipeline. set -euo pipefail -# Enable recursive globbing, and make globs that do not match return null values. +# Ensure that the "**" glob operator is applied recursively. +# Make globs that do not match return null values. shopt -s globstar nullglob # Make sure the current working directory for this script is the root directory. diff --git a/scripts/generate_test_sql/animals.py b/scripts/generate_test_sql/animals.py index 03129e687..e2ebadfdb 100644 --- a/scripts/generate_test_sql/animals.py +++ b/scripts/generate_test_sql/animals.py @@ -1,7 +1,7 @@ # Copyright 2018-present Kensho Technologies, LLC. import random -from .events import EVENT_NAMES_LIST +from .events import FEEDING_EVENT_NAMES_LIST from .species import FOOD_LIST, SPECIES_LIST from .utils import ( create_edge_statement, create_name, create_vertex_statement, extract_base_name_and_label, @@ -29,8 +29,8 @@ def _create_animal_fed_at_random_event_statement(from_name): """Return a SQL statement to create an Animal_FedAt edge connected to a random Event.""" - event_name = random.choice(EVENT_NAMES_LIST) - return create_edge_statement('Animal_FedAt', 'Animal', from_name, 'Event', event_name) + event_name = random.choice(FEEDING_EVENT_NAMES_LIST) + return create_edge_statement('Animal_FedAt', 'Animal', from_name, 'FeedingEvent', event_name) def _get_animal_aliases(animal_name, parent_names): diff --git a/scripts/generate_test_sql/events.py b/scripts/generate_test_sql/events.py index 45810ce44..24bd60d3b 100644 --- a/scripts/generate_test_sql/events.py +++ b/scripts/generate_test_sql/events.py @@ -2,25 +2,25 @@ from .utils import create_vertex_statement, get_random_date, get_uuid -EVENT_NAMES_LIST = ( - "Birthday", - "Bar Mitzvah", - "Coronation", - "Re-awakening", +FEEDING_EVENT_NAMES_LIST = ( + "Breakfast", + "Brunch", + "Lunch", + "Dinner", ) -def _create_event_statement(event_name): - """Return a SQL statement to create a Event vertex.""" +def _create_feeding_event_statement(event_name): + """Return a SQL statement to create a FeedingEvent vertex.""" field_name_to_value = {'name': event_name, 'event_date': get_random_date(), 'uuid': get_uuid()} - return create_vertex_statement('Event', field_name_to_value) + return create_vertex_statement('FeedingEvent', field_name_to_value) def get_event_generation_commands(): """Return a list of SQL statements to create all event vertices.""" command_list = [] - for event_name in EVENT_NAMES_LIST: - command_list.append(_create_event_statement(event_name)) + for event_name in FEEDING_EVENT_NAMES_LIST: + command_list.append(_create_feeding_event_statement(event_name)) return command_list diff --git a/scripts/lint.sh b/scripts/lint.sh index d9dd5cbae..9e345531d 100755 --- a/scripts/lint.sh +++ b/scripts/lint.sh @@ -1,10 +1,12 @@ #!/usr/bin/env bash +# Copyright 2018-present Kensho Technologies, LLC. # Treat undefined variables and non-zero exits in pipes as errors. set -uo pipefail # Ensure that the "**" glob operator is applied recursively. -shopt -s globstar +# Make globs that do not match return null values. +shopt -s globstar nullglob # Break on first error. set -e diff --git a/scripts/make_new_release.sh b/scripts/make_new_release.sh index 89d093625..e29079218 100755 --- a/scripts/make_new_release.sh +++ b/scripts/make_new_release.sh @@ -4,7 +4,8 @@ # Fail on first error, on undefined variables, and on errors in a pipeline. set -euo pipefail -# Enable recursive globbing, and make globs that do not match return null values. +# Ensure that the "**" glob operator is applied recursively. +# Make globs that do not match return null values. shopt -s globstar nullglob # Make sure the current working directory for this script is the root directory. diff --git a/scripts/make_pipenv_lockfiles.sh b/scripts/make_pipenv_lockfiles.sh new file mode 100755 index 000000000..d3864a4b2 --- /dev/null +++ b/scripts/make_pipenv_lockfiles.sh @@ -0,0 +1,32 @@ +#!/usr/bin/env bash +# Copyright 2019-present Kensho Technologies, LLC. + +# Fail on first error, on undefined variables, and on errors in a pipeline. +set -euo pipefail + +# Ensure that the "**" glob operator is applied recursively. +# Make globs that do not match return null values. +shopt -s globstar nullglob + +# Make sure the current working directory for this script is the root directory. +cd "$(git -C "$(dirname "${0}")" rev-parse --show-toplevel )" + +# Make sure that the system has both a Python 2 and a Python 3 available. +# Since we've set -e above, if "grep" doesn't find anything, the script will break. +python2 --version 2>&1 | grep 'Python 2' # N.B.: Python 2 prints version info to stderr. +python3 --version | grep 'Python 3' + +# Delete the existing lockfiles. +echo 'Deleting old lockfiles...' +rm Pipfile.lock Pipfile.py2.lock + +echo 'Creating Python 2 lockfile...' +pipenv --rm || true # Don't error if there is no virtualenv yet. +pipenv lock --python="$(which python2)" --dev +mv Pipfile.lock Pipfile.py2.lock + +echo 'Creating Python 3 lockfile...' +pipenv --rm +pipenv lock --python="$(which python3)" --dev + +echo 'All done!' diff --git a/scripts/make_py2_venv.sh b/scripts/make_py2_venv.sh new file mode 100755 index 000000000..0b6667b87 --- /dev/null +++ b/scripts/make_py2_venv.sh @@ -0,0 +1,47 @@ +#!/usr/bin/env bash +# Copyright 2019-present Kensho Technologies, LLC. + +# Fail on first error, on undefined variables, and on errors in a pipeline. +set -euo pipefail + +# Ensure that the "**" glob operator is applied recursively. +# Make globs that do not match return null values. +shopt -s globstar nullglob + +# Make sure the current working directory for this script is the root directory. +cd "$(git -C "$(dirname "${0}")" rev-parse --show-toplevel )" + +# Make sure that the system has both a Python 2 and a Python 3 available. +# Since we've set -e above, if "grep" doesn't find anything, the script will break. +python2 --version 2>&1 | grep 'Python 2' # N.B.: Python 2 prints version info to stderr. +python3 --version | grep 'Python 3' + +# Switch the lockfiles so the Python 2 becomes the lockfile that pipenv will find. +# N.B.: The "sync" is necessary here since some file systems (looking at you, OSX) +# will have issues executing the second move after the first one leaves dirty state around. +mv Pipfile.lock Pipfile.py3.lock +sync +mv Pipfile.py2.lock Pipfile.lock + +cleaned_up=0 +function cleanup { + # Clean up after ourselves, but exactly once. + if [[ "$cleaned_up" == '0' ]]; then + cleaned_up=1 + echo "Cleaning up..." + + # Switch the lockfiles back to their original configuration. + # N.B.: The "sync" is necessary here for the same reason as above. + mv Pipfile.lock Pipfile.py2.lock + sync + mv Pipfile.py3.lock Pipfile.lock + fi +} + +# Make sure we trigger cleanup, no matter what happens next. +trap cleanup ERR +trap cleanup 0 + +# Wipe out and recreate the virtualenv using the Python 2 lockfile. +pipenv --rm 2>/dev/null || true # Don't error if there is no virtualenv yet. +pipenv install --python "$(which python2)" --dev diff --git a/scripts/use_appropriate_lockfile.sh b/scripts/use_appropriate_lockfile.sh new file mode 100755 index 000000000..f5fef8af0 --- /dev/null +++ b/scripts/use_appropriate_lockfile.sh @@ -0,0 +1,22 @@ +#!/usr/bin/env bash +# Copyright 2019-present Kensho Technologies, LLC. + +# Treat undefined variables and non-zero exits in pipes as errors. +set -uo pipefail + +# Ensure that the "**" glob operator is applied recursively. +# Make globs that do not match return null values. +shopt -s globstar nullglob + +# Make sure the current working directory for this script is the root directory. +cd "$(git -C "$(dirname "${0}")" rev-parse --show-toplevel )" + +is_py2="$(python --version 2>&1 | grep 'Python 2')" # N.B.: Python 2 prints version info to stderr. + +if [[ "$is_py2" != '' ]]; then + echo "Found $is_py2, switching lockfiles to use the one compatible with Python 2." + mv Pipfile.lock Pipfile.py3.lock + mv Pipfile.py2.lock Pipfile.lock +else + echo "Python was $(python --version 2>&1), sticking with Python 3 lockfile." +fi diff --git a/setup.cfg b/setup.cfg index b782e8991..78e7413b8 100644 --- a/setup.cfg +++ b/setup.cfg @@ -4,10 +4,15 @@ universal = 1 [flake8] max-line-length = 100 show-source = True +inline-quotes = single +multiline-quotes = ''' +docstring-quotes = """ select = E, F, - W + W, + Q, + T ignore = W504 exclude = From 44bb12dc86c158094c08525db4342e55027176a5 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 25 Mar 2019 11:31:17 -0400 Subject: [PATCH 24/91] Add schema, hints, and subclass_sets to macro_registry --- graphql_compiler/macros/__init__.py | 91 +++++++---- graphql_compiler/macros/macro_expansion.py | 22 +-- graphql_compiler/tests/test_helpers.py | 15 +- .../tests/test_macro_expansion.py | 55 ++----- .../tests/test_macro_expansion_errors.py | 25 +-- .../tests/test_macro_validation.py | 154 +++++++----------- 6 files changed, 162 insertions(+), 200 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index bded106d0..c95bba324 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -10,48 +10,61 @@ MacroRegistry = namedtuple( 'MacroRegistry', ( - 'macro_edges', # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: - # class name -> (macro edge name -> MacroEdgeDescriptor) + # GraphQLSchema, created using the GraphQL library + 'schema_without_macros', + + # Optional dict of GraphQL interface or type -> GraphQL union. + # Used as a workaround for GraphQL's lack of support for + # inheritance across "types" (i.e. non-interfaces), as well as a + # workaround for Gremlin's total lack of inheritance-awareness. + # The key-value pairs in the dict specify that the "key" type + # is equivalent to the "value" type, i.e. that the GraphQL type or + # interface in the key is the most-derived common supertype + # of every GraphQL type in the "value" GraphQL union. + # Recursive expansion of type equivalence hints is not performed, + # and only type-level correctness of this argument is enforced. + # See README.md for more details on everything this parameter does. + # ***** + # Be very careful with this option, as bad input here will + # lead to incorrect output queries being generated. + # ***** + 'type_equivalence_hints', + + # Optional dict mapping class names to the set of its subclass names. + # A class in this context means a GraphQL object type or interface. + 'subclass_sets', + + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + # class name -> (macro edge name -> MacroEdgeDescriptor) + 'macro_edges', + # Any other macro types we may add in the future go here. ) ) -def create_macro_registry(): +def create_macro_registry(schema, type_equivalence_hints=None, subclass_sets=None): """Create and return a new empty macro registry.""" - return MacroRegistry(macro_edges=dict()) + return MacroRegistry( + schema_without_macros=schema, + type_equivalence_hints=type_equivalence_hints, + subclass_sets=subclass_sets, + macro_edges=dict()) -def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_args, - type_equivalence_hints=None): +def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): """Add the new macro edge descriptor to the provided MacroRegistry object, mutating it. Args: macro_registry: MacroRegistry object containing macro descriptors, where the new macro edge descriptor should be added. - schema: GraphQL schema object, created using the GraphQL library macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. - type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. - Used as a workaround for GraphQL's lack of support for - inheritance across "types" (i.e. non-interfaces), as well as a - workaround for Gremlin's total lack of inheritance-awareness. - The key-value pairs in the dict specify that the "key" type - is equivalent to the "value" type, i.e. that the GraphQL type or - interface in the key is the most-derived common supertype - of every GraphQL type in the "value" GraphQL union. - Recursive expansion of type equivalence hints is not performed, - and only type-level correctness of this argument is enforced. - See README.md for more details on everything this parameter does. - ***** - Be very careful with this option, as bad input here will - lead to incorrect output queries being generated. - ***** """ class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( - schema, macro_edge_graphql, macro_edge_args, - type_equivalence_hints=type_equivalence_hints) + macro_registry.schema_without_macros, macro_edge_graphql, macro_edge_args, + type_equivalence_hints=macro_registry.type_equivalence_hints) # Ensure this new macro edge does not conflict with any previous descriptor. macro_edges_for_class = macro_registry.macro_edges.get(class_name, dict()) @@ -72,16 +85,35 @@ def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_a macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor -def perform_macro_expansion(schema, macro_registry, graphql_with_macro, - graphql_args, subclass_sets=None): +def get_schema_with_macros(macro_registry): + """Get a new GraphQLSchema with fields where macro edges can be used. + + Specification: + 1. Every GraphQLQuery that uses macros from this registry appropriately should + successfully type-check against the schema generated from this function. + 2. A GraphQLQuery that uses macros not present in the registry, or uses valid + macros but on types they are not defined at should fail schema validation with + the schema generated from this function. + 3. This function is total -- A macro registry with all macros inserted by using + register_macro_edge should not fail to create a graphql schema with macros. + + Args: + macro_registry: MacroRegistry object containing a schema and macro descriptors + we want to add to the schema. + + Returns: + GraphQLSchema with additional fields where macroe edges can be used. + """ + raise NotImplementedError() # TODO(bojanserafimov) implement + + +def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): """Return a new GraphQL query string and args, after expanding any encountered macros. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion graphql_with_macro: string, GraphQL query that potentially requires macro expansion graphql_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_graphql_string, new_graphql_args) containing the rewritten GraphQL query and @@ -90,8 +122,7 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, """ query_ast = safe_parse_graphql(graphql_with_macro) - new_query_ast, new_args = expand_macros_in_query_ast( - schema, macro_registry, query_ast, graphql_args, subclass_sets=subclass_sets) + new_query_ast, new_args = expand_macros_in_query_ast(macro_registry, query_ast, graphql_args) new_graphql_string = print_ast(new_query_ast) return new_graphql_string, new_args diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 5ad868313..f6cf9ee91 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -225,23 +225,23 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= return replacement_selection_ast, extra_selections -def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, - ast, query_args, subclass_sets=None): +def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_ast, new_graphql_args) containing a potentially-rewritten GraphQL AST object and its new args. If the input GraphQL AST did not make use of any macros, the returned values are guaranteed to be the exact same objects as the input ones. """ + schema = macro_registry.schema_without_macros + subclass_sets = macro_registry.subclass_sets + if ast.selection_set is None: # No macro expansion happens at this level if there are no selections. return ast, query_args @@ -260,8 +260,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, - selection_ast, new_query_args, subclass_sets=subclass_sets) + macro_registry, vertex_field_type, selection_ast, new_query_args) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -289,8 +288,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, # instead of reaching into the compiler.helpers module. vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, new_selection_ast, new_query_args, - subclass_sets=subclass_sets) + macro_registry, vertex_field_type, new_selection_ast, new_query_args) if new_selection_ast is not selection_ast: made_changes = True @@ -314,15 +312,13 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, # Public API # # ############ -def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args, subclass_sets=None): +def expand_macros_in_query_ast(macro_registry, query_ast, query_args): """Return (new_query_ast, new_query_args) containing the GraphQL after macro expansion. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion query_ast: GraphQL query AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_query_ast, new_graphql_args) containing a potentially-rewritten GraphQL query AST @@ -333,11 +329,11 @@ def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args, su base_ast = get_only_selection_from_ast(definition_ast, GraphQLInvalidMacroError) base_start_type_name = get_ast_field_name(base_ast) - query_type = schema.get_query_type() + query_type = macro_registry.schema_without_macros.get_query_type() base_start_type = query_type.fields[base_start_type_name].type new_base_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, base_start_type, base_ast, query_args, subclass_sets=subclass_sets) + macro_registry, base_start_type, base_ast, query_args) if new_base_ast is base_ast: # No macro expansion happened. diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 4aab283c0..9a4de6ef6 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -10,6 +10,7 @@ from graphql_compiler import get_graphql_schema_from_orientdb_schema_data from graphql_compiler.schema_generation.utils import ORIENTDB_SCHEMA_RECORDS_QUERY +from ..compiler.subclass import compute_subclass_sets from ..debugging_utils import pretty_print_gremlin, pretty_print_match from ..macros import create_macro_registry, register_macro_edge from ..query_formatting.graphql_formatting import pretty_print_graphql @@ -300,14 +301,20 @@ def construct_location_types(location_types_as_strings): } -def get_test_macro_registry(): - """Return a MacroRegistry object containing macros used in tests.""" +def get_empty_test_macro_registry(): + """Return a MacroRegistry with appropriate type_equivalence_hints and subclass_set.""" schema = get_schema() - macro_registry = create_macro_registry() type_equivalence_hints = { schema.get_type('Event'): schema.get_type('Union__BirthEvent__Event__FeedingEvent'), } + subclass_sets = compute_subclass_sets(schema, type_equivalence_hints) + macro_registry = create_macro_registry(schema, type_equivalence_hints, subclass_sets) + return macro_registry + +def get_test_macro_registry(): + """Return a MacroRegistry object containing macros used in tests.""" + macro_registry = get_empty_test_macro_registry() valid_macros = [ ('''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { @@ -389,5 +396,5 @@ def get_test_macro_registry(): ] for graphql, args in valid_macros: - register_macro_edge(macro_registry, schema, graphql, args, type_equivalence_hints) + register_macro_edge(macro_registry, graphql, args) return macro_registry diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 70afa08b7..046d5688a 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -12,14 +12,7 @@ class MacroExpansionTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() self.macro_registry = get_test_macro_registry() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } - self.subclass_sets = compute_subclass_sets( - self.schema, type_equivalence_hints=self.type_equivalence_hints) def test_macro_edge_basic(self): query = '''{ @@ -42,8 +35,7 @@ def test_macro_edge_basic(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -82,8 +74,7 @@ def test_macro_edge_non_leaf_target_and_field_merging(self): 'net_worth_upper_bound': 5, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -123,8 +114,7 @@ def test_macro_edge_source_merging(self): 'net_worth_upper_bound': 5, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -153,8 +143,7 @@ def test_macro_edge_target_coercion_0(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -181,8 +170,7 @@ def test_macro_edge_target_coercion_1(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -209,8 +197,7 @@ def test_macro_edge_target_coercion_4(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -237,8 +224,7 @@ def test_macro_edge_target_coercion_5(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -271,8 +257,7 @@ def test_macro_edge_target_coercion_with_filter_0(self): 'wanted': 'croissant' } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -303,8 +288,7 @@ def test_macro_edge_target_coercion_with_filter_1(self): 'wanted': 'croissant' } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -331,8 +315,7 @@ def test_macro_edge_target_coercion_with_filter_3(self): 'wanted': 'Nate', } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -364,8 +347,7 @@ def test_macro_edge_target_coercion_with_filter_4(self): 'wanted': 'Nate', } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -399,8 +381,7 @@ def test_macro_edge_arguments(self): 'num_parents': 0, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -431,8 +412,7 @@ def test_macro_edge_tag_collision(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -467,8 +447,7 @@ def test_macro_edge_colocated_tags(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -499,8 +478,7 @@ def test_macro_nested_use(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -537,7 +515,6 @@ def test_macro_parallel_use(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 73d124ec7..7d5a5cd9c 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -13,14 +13,7 @@ class MacroExpansionTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() self.macro_registry = get_test_macro_registry() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } - self.subclass_sets = compute_subclass_sets( - self.schema, type_equivalence_hints=self.type_equivalence_hints) def test_macro_edge_duplicate_edge_traversal(self): query = '''{ @@ -36,8 +29,7 @@ def test_macro_edge_duplicate_edge_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) def test_macro_edge_duplicate_macro_traversal(self): query = '''{ @@ -53,8 +45,7 @@ def test_macro_edge_duplicate_macro_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) def test_macro_edge_target_coercion_invalid_1(self): query = '''{ @@ -69,8 +60,7 @@ def test_macro_edge_target_coercion_invalid_1(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_coercion_2(self): @@ -86,8 +76,7 @@ def test_macro_edge_invalid_coercion_2(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_nonexistent(self): @@ -101,8 +90,7 @@ def test_macro_edge_nonexistent(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_on_union_type(self): @@ -118,5 +106,4 @@ def test_macro_edge_target_on_union_type(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 237ef3aa7..f02a093f4 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -4,19 +4,14 @@ import pytest from ..exceptions import GraphQLInvalidArgumentError, GraphQLInvalidMacroError -from ..macros import create_macro_registry, register_macro_edge -from .test_helpers import get_schema +from ..macros import register_macro_edge +from .test_helpers import get_empty_test_macro_registry, get_schema class MacroValidationTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } def test_bad_operation_type(self): query = '''mutation { @@ -30,10 +25,9 @@ def test_bad_operation_type(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_output_directive(self): query = '''{ @@ -47,10 +41,9 @@ def test_macro_with_output_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_output_source_directive(self): query = '''{ @@ -64,10 +57,9 @@ def test_macro_with_output_source_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_target_inside_fold(self): query = '''{ @@ -81,10 +73,9 @@ def test_macro_with_target_inside_fold(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_target_outside_fold(self): query = '''{ @@ -104,9 +95,8 @@ def test_macro_with_target_outside_fold(self): } # It should compile successfully - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_target(self): query = '''{ @@ -120,10 +110,9 @@ def test_macro_edge_missing_target(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_targets(self): query = '''{ @@ -137,10 +126,9 @@ def test_macro_edge_multiple_targets(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_targets_2(self): query = '''{ @@ -154,10 +142,9 @@ def test_macro_edge_multiple_targets_2(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_definition(self): query = '''{ @@ -171,10 +158,9 @@ def test_macro_edge_missing_definition(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_definition(self): query = '''{ @@ -188,10 +174,9 @@ def test_macro_edge_invalid_definition(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_target_directive(self): @@ -208,10 +193,9 @@ def test_macro_edge_invalid_target_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_no_op_1(self): query = '''{ @@ -221,10 +205,9 @@ def test_macro_edge_invalid_no_op_1(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_no_op_2(self): query = '''{ @@ -238,10 +221,9 @@ def test_macro_edge_invalid_no_op_2(self): 'color': 'green', } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_args(self): query = '''{ @@ -259,10 +241,9 @@ def test_macro_edge_missing_args(self): 'net_worth': 4, } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_extra_args(self): query = '''{ @@ -282,10 +263,9 @@ def test_macro_edge_extra_args(self): 'asdf': 5 } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_incorrect_arg_types(self): query = '''{ @@ -306,10 +286,9 @@ def test_macro_edge_incorrect_arg_types(self): 'color': 'green', } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_definitions(self): query = '''{ @@ -330,10 +309,9 @@ def test_macro_edge_multiple_definitions(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicate_definition(self): query = '''{ @@ -347,12 +325,10 @@ def test_macro_edge_duplicate_definition(self): }''' args = {} - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_real_edge_name(self): query = '''{ @@ -368,10 +344,9 @@ def test_macro_edge_duplicating_real_edge_name(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_real_edge_name_at_target(self): query = '''{ @@ -387,10 +362,9 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_field_name(self): query = '''{ @@ -406,10 +380,9 @@ def test_macro_edge_duplicating_field_name(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target(self): @@ -438,12 +411,10 @@ def test_macro_edge_duplicate_definition_on_target(self): }''' args = {} - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, duplicate_query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, duplicate_query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_dulpicate_definition_on_subclass(self): @@ -468,20 +439,16 @@ def test_macro_edge_dulpicate_definition_on_subclass(self): args = {} # Try registering on the superclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query_on_subclass, args) # Try registering on the subclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query_on_subclass, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target_subclass(self): @@ -508,17 +475,14 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): args = {} # Try registering on the superclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): register_macro_edge(macro_registry, self.schema, query_on_subclass, args, self.type_equivalence_hints) # Try registering on the subclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query_on_subclass, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) From eb32f95350d227e6d009098eb34e3cd57bed5ace Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 25 Mar 2019 13:01:11 -0400 Subject: [PATCH 25/91] Fix lint --- graphql_compiler/tests/test_macro_expansion.py | 3 +-- graphql_compiler/tests/test_macro_expansion_errors.py | 3 +-- graphql_compiler/tests/test_macro_validation.py | 5 ++--- 3 files changed, 4 insertions(+), 7 deletions(-) diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 046d5688a..b59c4b9df 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -3,9 +3,8 @@ import pytest -from ..compiler.subclass import compute_subclass_sets from ..macros import perform_macro_expansion -from .test_helpers import compare_graphql, get_schema, get_test_macro_registry +from .test_helpers import compare_graphql, get_test_macro_registry class MacroExpansionTests(unittest.TestCase): diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 7d5a5cd9c..d2aa48b3d 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -3,10 +3,9 @@ import pytest -from ..compiler.subclass import compute_subclass_sets from ..exceptions import GraphQLCompilationError from ..macros import perform_macro_expansion -from .test_helpers import get_schema, get_test_macro_registry +from .test_helpers import get_test_macro_registry class MacroExpansionTests(unittest.TestCase): diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index f02a093f4..383439b48 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -5,7 +5,7 @@ from ..exceptions import GraphQLInvalidArgumentError, GraphQLInvalidMacroError from ..macros import register_macro_edge -from .test_helpers import get_empty_test_macro_registry, get_schema +from .test_helpers import get_empty_test_macro_registry class MacroValidationTests(unittest.TestCase): @@ -478,8 +478,7 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): macro_registry = get_empty_test_macro_registry() register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query_on_subclass, args) # Try registering on the subclass first macro_registry = get_empty_test_macro_registry() From a5655049933ba02e9af9d1f2b9d5b68f0dca2d3c Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 25 Mar 2019 13:44:20 -0400 Subject: [PATCH 26/91] Deepcopy schema --- graphql_compiler/macros/__init__.py | 10 ++++++++- graphql_compiler/tests/test_macro_schema.py | 23 +++++++++++++++++++++ 2 files changed, 32 insertions(+), 1 deletion(-) create mode 100644 graphql_compiler/tests/test_macro_schema.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index c95bba324..551b9b7db 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,7 +1,10 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple +from graphql import parse from graphql.language.printer import print_ast +from graphql.utils.build_ast_schema import build_ast_schema +from graphql.utils.schema_printer import print_schema from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor @@ -104,7 +107,12 @@ def get_schema_with_macros(macro_registry): Returns: GraphQLSchema with additional fields where macroe edges can be used. """ - raise NotImplementedError() # TODO(bojanserafimov) implement + # HACK(bojanserafimov): GraphQLSchema does not implement the deepcopy behavior + schema_deepcopy = build_ast_schema(parse(print_schema( + macro_registry.schema_without_macros))) + + # TODO(bojanserafimov) implement + return schema_deepcopy def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py new file mode 100644 index 000000000..7c87c5f0f --- /dev/null +++ b/graphql_compiler/tests/test_macro_schema.py @@ -0,0 +1,23 @@ +# Copyright 2019-present Kensho Technologies, LLC. +import unittest + +from graphql.utils.schema_printer import print_schema +import pytest + +from ..macros import get_schema_with_macros +from .test_helpers import get_test_macro_registry + + +class MacroSchemaTests(unittest.TestCase): + def setUp(self): + """Disable max diff limits for all tests.""" + self.maxDiff = None + self.macro_registry = get_test_macro_registry() + + def test_get_schema_with_macros_original_schema_unchanged(self): + original_printed_schema = print_schema(self.macro_registry.schema_without_macros) + schema_with_macros = get_schema_with_macros(self.macro_registry) + printed_schema_afterwards = print_schema(self.macro_registry.schema_without_macros) + self.assertEqual(original_printed_schema, printed_schema_afterwards) + + # TODO(bojanserafimov): More tests From 190c6cd12ba24a919a04ee125dedbf884bfbe3cd Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 25 Mar 2019 13:59:41 -0400 Subject: [PATCH 27/91] Add schema_without_macros to macro_registry (#230) * Add schema, hints, and subclass_sets to macro_registry * Fix lint * Fix capitalization --- graphql_compiler/macros/__init__.py | 91 ++++++---- graphql_compiler/macros/macro_expansion.py | 22 +-- graphql_compiler/tests/test_helpers.py | 15 +- .../tests/test_macro_expansion.py | 58 ++----- .../tests/test_macro_expansion_errors.py | 28 +--- .../tests/test_macro_validation.py | 157 +++++++----------- 6 files changed, 165 insertions(+), 206 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index bded106d0..241af8e7b 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -10,48 +10,61 @@ MacroRegistry = namedtuple( 'MacroRegistry', ( - 'macro_edges', # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: - # class name -> (macro edge name -> MacroEdgeDescriptor) + # GraphQLSchema, created using the GraphQL library + 'schema_without_macros', + + # Optional dict of GraphQL interface or type -> GraphQL union. + # Used as a workaround for GraphQL's lack of support for + # inheritance across "types" (i.e. non-interfaces), as well as a + # workaround for Gremlin's total lack of inheritance-awareness. + # The key-value pairs in the dict specify that the "key" type + # is equivalent to the "value" type, i.e. that the GraphQL type or + # interface in the key is the most-derived common supertype + # of every GraphQL type in the "value" GraphQL union. + # Recursive expansion of type equivalence hints is not performed, + # and only type-level correctness of this argument is enforced. + # See README.md for more details on everything this parameter does. + # ***** + # Be very careful with this option, as bad input here will + # lead to incorrect output queries being generated. + # ***** + 'type_equivalence_hints', + + # Optional dict mapping class names to the set of its subclass names. + # A class in this context means a GraphQL object type or interface. + 'subclass_sets', + + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + # class name -> (macro edge name -> MacroEdgeDescriptor) + 'macro_edges', + # Any other macro types we may add in the future go here. ) ) -def create_macro_registry(): +def create_macro_registry(schema, type_equivalence_hints=None, subclass_sets=None): """Create and return a new empty macro registry.""" - return MacroRegistry(macro_edges=dict()) + return MacroRegistry( + schema_without_macros=schema, + type_equivalence_hints=type_equivalence_hints, + subclass_sets=subclass_sets, + macro_edges=dict()) -def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_args, - type_equivalence_hints=None): +def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): """Add the new macro edge descriptor to the provided MacroRegistry object, mutating it. Args: macro_registry: MacroRegistry object containing macro descriptors, where the new macro edge descriptor should be added. - schema: GraphQL schema object, created using the GraphQL library macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. - type_equivalence_hints: optional dict of GraphQL interface or type -> GraphQL union. - Used as a workaround for GraphQL's lack of support for - inheritance across "types" (i.e. non-interfaces), as well as a - workaround for Gremlin's total lack of inheritance-awareness. - The key-value pairs in the dict specify that the "key" type - is equivalent to the "value" type, i.e. that the GraphQL type or - interface in the key is the most-derived common supertype - of every GraphQL type in the "value" GraphQL union. - Recursive expansion of type equivalence hints is not performed, - and only type-level correctness of this argument is enforced. - See README.md for more details on everything this parameter does. - ***** - Be very careful with this option, as bad input here will - lead to incorrect output queries being generated. - ***** """ class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( - schema, macro_edge_graphql, macro_edge_args, - type_equivalence_hints=type_equivalence_hints) + macro_registry.schema_without_macros, macro_edge_graphql, macro_edge_args, + type_equivalence_hints=macro_registry.type_equivalence_hints) # Ensure this new macro edge does not conflict with any previous descriptor. macro_edges_for_class = macro_registry.macro_edges.get(class_name, dict()) @@ -72,16 +85,35 @@ def register_macro_edge(macro_registry, schema, macro_edge_graphql, macro_edge_a macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor -def perform_macro_expansion(schema, macro_registry, graphql_with_macro, - graphql_args, subclass_sets=None): +def get_schema_with_macros(macro_registry): + """Get a new GraphQLSchema with fields where macro edges can be used. + + Specification: + 1. Every GraphQLQuery that uses macros from this registry appropriately should + successfully type-check against the schema generated from this function. + 2. A GraphQLQuery that uses macros not present in the registry, or uses valid + macros but on types they are not defined at should fail schema validation with + the schema generated from this function. + 3. This function is total -- A macro registry with all macros inserted by using + register_macro_edge should not fail to create a GraphQL schema with macros. + + Args: + macro_registry: MacroRegistry object containing a schema and macro descriptors + we want to add to the schema. + + Returns: + GraphQLSchema with additional fields where macroe edges can be used. + """ + raise NotImplementedError() # TODO(bojanserafimov) implement + + +def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): """Return a new GraphQL query string and args, after expanding any encountered macros. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion graphql_with_macro: string, GraphQL query that potentially requires macro expansion graphql_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_graphql_string, new_graphql_args) containing the rewritten GraphQL query and @@ -90,8 +122,7 @@ def perform_macro_expansion(schema, macro_registry, graphql_with_macro, """ query_ast = safe_parse_graphql(graphql_with_macro) - new_query_ast, new_args = expand_macros_in_query_ast( - schema, macro_registry, query_ast, graphql_args, subclass_sets=subclass_sets) + new_query_ast, new_args = expand_macros_in_query_ast(macro_registry, query_ast, graphql_args) new_graphql_string = print_ast(new_query_ast) return new_graphql_string, new_args diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 5ad868313..f6cf9ee91 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -225,23 +225,23 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= return replacement_selection_ast, extra_selections -def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, - ast, query_args, subclass_sets=None): +def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_ast, new_graphql_args) containing a potentially-rewritten GraphQL AST object and its new args. If the input GraphQL AST did not make use of any macros, the returned values are guaranteed to be the exact same objects as the input ones. """ + schema = macro_registry.schema_without_macros + subclass_sets = macro_registry.subclass_sets + if ast.selection_set is None: # No macro expansion happens at this level if there are no selections. return ast, query_args @@ -260,8 +260,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, - selection_ast, new_query_args, subclass_sets=subclass_sets) + macro_registry, vertex_field_type, selection_ast, new_query_args) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -289,8 +288,7 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, # instead of reaching into the compiler.helpers module. vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, vertex_field_type, new_selection_ast, new_query_args, - subclass_sets=subclass_sets) + macro_registry, vertex_field_type, new_selection_ast, new_query_args) if new_selection_ast is not selection_ast: made_changes = True @@ -314,15 +312,13 @@ def _expand_macros_in_inner_ast(schema, macro_registry, current_schema_type, # Public API # # ############ -def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args, subclass_sets=None): +def expand_macros_in_query_ast(macro_registry, query_ast, query_args): """Return (new_query_ast, new_query_args) containing the GraphQL after macro expansion. Args: - schema: GraphQL schema object, created using the GraphQL library macro_registry: MacroRegistry, the registry of macro descriptors used for expansion query_ast: GraphQL query AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query - subclass_sets: optional dict mapping class names to the set of its subclass names Returns: tuple (new_query_ast, new_graphql_args) containing a potentially-rewritten GraphQL query AST @@ -333,11 +329,11 @@ def expand_macros_in_query_ast(schema, macro_registry, query_ast, query_args, su base_ast = get_only_selection_from_ast(definition_ast, GraphQLInvalidMacroError) base_start_type_name = get_ast_field_name(base_ast) - query_type = schema.get_query_type() + query_type = macro_registry.schema_without_macros.get_query_type() base_start_type = query_type.fields[base_start_type_name].type new_base_ast, new_query_args = _expand_macros_in_inner_ast( - schema, macro_registry, base_start_type, base_ast, query_args, subclass_sets=subclass_sets) + macro_registry, base_start_type, base_ast, query_args) if new_base_ast is base_ast: # No macro expansion happened. diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 4aab283c0..9a4de6ef6 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -10,6 +10,7 @@ from graphql_compiler import get_graphql_schema_from_orientdb_schema_data from graphql_compiler.schema_generation.utils import ORIENTDB_SCHEMA_RECORDS_QUERY +from ..compiler.subclass import compute_subclass_sets from ..debugging_utils import pretty_print_gremlin, pretty_print_match from ..macros import create_macro_registry, register_macro_edge from ..query_formatting.graphql_formatting import pretty_print_graphql @@ -300,14 +301,20 @@ def construct_location_types(location_types_as_strings): } -def get_test_macro_registry(): - """Return a MacroRegistry object containing macros used in tests.""" +def get_empty_test_macro_registry(): + """Return a MacroRegistry with appropriate type_equivalence_hints and subclass_set.""" schema = get_schema() - macro_registry = create_macro_registry() type_equivalence_hints = { schema.get_type('Event'): schema.get_type('Union__BirthEvent__Event__FeedingEvent'), } + subclass_sets = compute_subclass_sets(schema, type_equivalence_hints) + macro_registry = create_macro_registry(schema, type_equivalence_hints, subclass_sets) + return macro_registry + +def get_test_macro_registry(): + """Return a MacroRegistry object containing macros used in tests.""" + macro_registry = get_empty_test_macro_registry() valid_macros = [ ('''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { @@ -389,5 +396,5 @@ def get_test_macro_registry(): ] for graphql, args in valid_macros: - register_macro_edge(macro_registry, schema, graphql, args, type_equivalence_hints) + register_macro_edge(macro_registry, graphql, args) return macro_registry diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 70afa08b7..b59c4b9df 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -3,23 +3,15 @@ import pytest -from ..compiler.subclass import compute_subclass_sets from ..macros import perform_macro_expansion -from .test_helpers import compare_graphql, get_schema, get_test_macro_registry +from .test_helpers import compare_graphql, get_test_macro_registry class MacroExpansionTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() self.macro_registry = get_test_macro_registry() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } - self.subclass_sets = compute_subclass_sets( - self.schema, type_equivalence_hints=self.type_equivalence_hints) def test_macro_edge_basic(self): query = '''{ @@ -42,8 +34,7 @@ def test_macro_edge_basic(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -82,8 +73,7 @@ def test_macro_edge_non_leaf_target_and_field_merging(self): 'net_worth_upper_bound': 5, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -123,8 +113,7 @@ def test_macro_edge_source_merging(self): 'net_worth_upper_bound': 5, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -153,8 +142,7 @@ def test_macro_edge_target_coercion_0(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -181,8 +169,7 @@ def test_macro_edge_target_coercion_1(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -209,8 +196,7 @@ def test_macro_edge_target_coercion_4(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -237,8 +223,7 @@ def test_macro_edge_target_coercion_5(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -271,8 +256,7 @@ def test_macro_edge_target_coercion_with_filter_0(self): 'wanted': 'croissant' } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -303,8 +287,7 @@ def test_macro_edge_target_coercion_with_filter_1(self): 'wanted': 'croissant' } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -331,8 +314,7 @@ def test_macro_edge_target_coercion_with_filter_3(self): 'wanted': 'Nate', } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -364,8 +346,7 @@ def test_macro_edge_target_coercion_with_filter_4(self): 'wanted': 'Nate', } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -399,8 +380,7 @@ def test_macro_edge_arguments(self): 'num_parents': 0, } - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -431,8 +411,7 @@ def test_macro_edge_tag_collision(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -467,8 +446,7 @@ def test_macro_edge_colocated_tags(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -499,8 +477,7 @@ def test_macro_nested_use(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) @@ -537,7 +514,6 @@ def test_macro_parallel_use(self): }''' expected_args = {} - expanded_query, new_args = perform_macro_expansion( - self.schema, self.macro_registry, query, args, subclass_sets=self.subclass_sets) + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 73d124ec7..d2aa48b3d 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -3,24 +3,16 @@ import pytest -from ..compiler.subclass import compute_subclass_sets from ..exceptions import GraphQLCompilationError from ..macros import perform_macro_expansion -from .test_helpers import get_schema, get_test_macro_registry +from .test_helpers import get_test_macro_registry class MacroExpansionTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() self.macro_registry = get_test_macro_registry() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } - self.subclass_sets = compute_subclass_sets( - self.schema, type_equivalence_hints=self.type_equivalence_hints) def test_macro_edge_duplicate_edge_traversal(self): query = '''{ @@ -36,8 +28,7 @@ def test_macro_edge_duplicate_edge_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) def test_macro_edge_duplicate_macro_traversal(self): query = '''{ @@ -53,8 +44,7 @@ def test_macro_edge_duplicate_macro_traversal(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) def test_macro_edge_target_coercion_invalid_1(self): query = '''{ @@ -69,8 +59,7 @@ def test_macro_edge_target_coercion_invalid_1(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_coercion_2(self): @@ -86,8 +75,7 @@ def test_macro_edge_invalid_coercion_2(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_nonexistent(self): @@ -101,8 +89,7 @@ def test_macro_edge_nonexistent(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_target_on_union_type(self): @@ -118,5 +105,4 @@ def test_macro_edge_target_on_union_type(self): args = {} with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.schema, self.macro_registry, query, args, - subclass_sets=self.subclass_sets) + perform_macro_expansion(self.macro_registry, query, args) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 237ef3aa7..383439b48 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -4,19 +4,14 @@ import pytest from ..exceptions import GraphQLInvalidArgumentError, GraphQLInvalidMacroError -from ..macros import create_macro_registry, register_macro_edge -from .test_helpers import get_schema +from ..macros import register_macro_edge +from .test_helpers import get_empty_test_macro_registry class MacroValidationTests(unittest.TestCase): def setUp(self): """Disable max diff limits for all tests.""" self.maxDiff = None - self.schema = get_schema() - self.type_equivalence_hints = { - self.schema.get_type('Event'): self.schema.get_type( - 'Union__BirthEvent__Event__FeedingEvent'), - } def test_bad_operation_type(self): query = '''mutation { @@ -30,10 +25,9 @@ def test_bad_operation_type(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_output_directive(self): query = '''{ @@ -47,10 +41,9 @@ def test_macro_with_output_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_output_source_directive(self): query = '''{ @@ -64,10 +57,9 @@ def test_macro_with_output_source_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_target_inside_fold(self): query = '''{ @@ -81,10 +73,9 @@ def test_macro_with_target_inside_fold(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_with_target_outside_fold(self): query = '''{ @@ -104,9 +95,8 @@ def test_macro_with_target_outside_fold(self): } # It should compile successfully - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_target(self): query = '''{ @@ -120,10 +110,9 @@ def test_macro_edge_missing_target(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_targets(self): query = '''{ @@ -137,10 +126,9 @@ def test_macro_edge_multiple_targets(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_targets_2(self): query = '''{ @@ -154,10 +142,9 @@ def test_macro_edge_multiple_targets_2(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_definition(self): query = '''{ @@ -171,10 +158,9 @@ def test_macro_edge_missing_definition(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_definition(self): query = '''{ @@ -188,10 +174,9 @@ def test_macro_edge_invalid_definition(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_target_directive(self): @@ -208,10 +193,9 @@ def test_macro_edge_invalid_target_directive(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_no_op_1(self): query = '''{ @@ -221,10 +205,9 @@ def test_macro_edge_invalid_no_op_1(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_invalid_no_op_2(self): query = '''{ @@ -238,10 +221,9 @@ def test_macro_edge_invalid_no_op_2(self): 'color': 'green', } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_missing_args(self): query = '''{ @@ -259,10 +241,9 @@ def test_macro_edge_missing_args(self): 'net_worth': 4, } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_extra_args(self): query = '''{ @@ -282,10 +263,9 @@ def test_macro_edge_extra_args(self): 'asdf': 5 } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_incorrect_arg_types(self): query = '''{ @@ -306,10 +286,9 @@ def test_macro_edge_incorrect_arg_types(self): 'color': 'green', } - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_multiple_definitions(self): query = '''{ @@ -330,10 +309,9 @@ def test_macro_edge_multiple_definitions(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicate_definition(self): query = '''{ @@ -347,12 +325,10 @@ def test_macro_edge_duplicate_definition(self): }''' args = {} - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_real_edge_name(self): query = '''{ @@ -368,10 +344,9 @@ def test_macro_edge_duplicating_real_edge_name(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_real_edge_name_at_target(self): query = '''{ @@ -387,10 +362,9 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_field_name(self): query = '''{ @@ -406,10 +380,9 @@ def test_macro_edge_duplicating_field_name(self): }''' args = {} - macro_registry = create_macro_registry() + macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target(self): @@ -438,12 +411,10 @@ def test_macro_edge_duplicate_definition_on_target(self): }''' args = {} - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, duplicate_query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, duplicate_query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_dulpicate_definition_on_subclass(self): @@ -468,20 +439,16 @@ def test_macro_edge_dulpicate_definition_on_subclass(self): args = {} # Try registering on the superclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query_on_subclass, args) # Try registering on the subclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query_on_subclass, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target_subclass(self): @@ -508,17 +475,13 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): args = {} # Try registering on the superclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query_on_subclass, args) # Try registering on the subclass first - macro_registry = create_macro_registry() - register_macro_edge(macro_registry, self.schema, query_on_subclass, - args, self.type_equivalence_hints) + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query_on_subclass, args) with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, self.schema, query, - args, self.type_equivalence_hints) + register_macro_edge(macro_registry, query, args) From 0652e2d96de1d79fb124792d8118282e1d4d13f1 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 26 Mar 2019 10:37:08 -0400 Subject: [PATCH 28/91] WIP --- graphql_compiler/macros/__init__.py | 35 ++++++++++++++++++--- graphql_compiler/tests/test_macro_schema.py | 12 +++++-- 2 files changed, 41 insertions(+), 6 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 551b9b7db..1ec7ad808 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,13 +1,17 @@ # Copyright 2019-present Kensho Technologies, LLC. -from collections import namedtuple +from collections import namedtuple, OrderedDict +import six from graphql import parse from graphql.language.printer import print_ast +from graphql.type import GraphQLObjectType, GraphQLUnionType, GraphQLField, GraphQLSchema, GraphQLList, GraphQLNonNull, GraphQLInterfaceType from graphql.utils.build_ast_schema import build_ast_schema from graphql.utils.schema_printer import print_schema +from ..schema import DIRECTIVES from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor +from .macro_edge.helpers import get_type_at_macro_edge_target from .macro_expansion import expand_macros_in_query_ast @@ -34,7 +38,8 @@ 'type_equivalence_hints', # Optional dict mapping class names to the set of its subclass names. - # A class in this context means a GraphQL object type or interface. + # A class in this context means the name of a GraphQLObjectType, + # GraphQLUnionType or GraphQLInterface. 'subclass_sets', # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: @@ -88,6 +93,8 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor + + def get_schema_with_macros(macro_registry): """Get a new GraphQLSchema with fields where macro edges can be used. @@ -110,9 +117,29 @@ def get_schema_with_macros(macro_registry): # HACK(bojanserafimov): GraphQLSchema does not implement the deepcopy behavior schema_deepcopy = build_ast_schema(parse(print_schema( macro_registry.schema_without_macros))) + type_map = schema_deepcopy.get_type_map() + + + graphql_types = OrderedDict() + # Add all objecttypes and interfaces + # TODO + + # Add union classes + # TODO + + # Construct RootSchemaQuery from graphql_types + + for root_classname, edge_macros in six.iteritems(macro_registry.macro_edges): + for macro_edge_name, macro_edge_descriptor in six.iteritems(edge_macros): + type_at_root = type_map[root_classname] + type_at_target = get_type_at_macro_edge_target( + macro_registry.schema_without_macros, + macro_edge_descriptor.expansion_ast) + type_at_root.fields[macro_edge_name] = GraphQLField(GraphQLList(type_at_target)) + import pdb; pdb.set_trace() - # TODO(bojanserafimov) implement - return schema_deepcopy + # import pdb; pdb.set_trace() + return GraphQLSchema(type_map['RootSchemaQuery'], directives=DIRECTIVES) def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py index 7c87c5f0f..8711d28af 100644 --- a/graphql_compiler/tests/test_macro_schema.py +++ b/graphql_compiler/tests/test_macro_schema.py @@ -5,7 +5,7 @@ import pytest from ..macros import get_schema_with_macros -from .test_helpers import get_test_macro_registry +from .test_helpers import get_test_macro_registry, get_empty_test_macro_registry class MacroSchemaTests(unittest.TestCase): @@ -15,9 +15,17 @@ def setUp(self): self.macro_registry = get_test_macro_registry() def test_get_schema_with_macros_original_schema_unchanged(self): + empty_macro_registry = get_empty_test_macro_registry() original_printed_schema = print_schema(self.macro_registry.schema_without_macros) - schema_with_macros = get_schema_with_macros(self.macro_registry) + printed_schema_with_0_macros = print_schema(get_schema_with_macros(empty_macro_registry)) printed_schema_afterwards = print_schema(self.macro_registry.schema_without_macros) self.assertEqual(original_printed_schema, printed_schema_afterwards) + self.assertEqual(original_printed_schema, printed_schema_with_0_macros) + + def test_get_schema_with_macros_basic(self): + original_printed_schema = print_schema(self.macro_registry.schema_without_macros) + printed_schema_with_macros = print_schema(get_schema_with_macros(self.macro_registry)) + self.assertNotEqual(original_printed_schema, printed_schema_with_macros) + # TODO(bojanserafimov): More tests From 2219f518e17e9da1d5f5220e8d679ef5ad5303b8 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 26 Mar 2019 12:49:21 -0400 Subject: [PATCH 29/91] Implement --- .../compiler/compiler_frontend.py | 4 +- graphql_compiler/macros/__init__.py | 73 ++++++++++--------- .../tests/test_macro_expansion_errors.py | 23 ++++-- graphql_compiler/tests/test_macro_schema.py | 13 ++-- 4 files changed, 63 insertions(+), 50 deletions(-) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index 5cdbfd4c7..af7779850 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -891,7 +891,7 @@ def _compile_output_step(outputs): return blocks.ConstructResult(output_fields) -def _validate_schema_and_ast(schema, ast): +def validate_schema_and_ast(schema, ast): """Validate the supplied graphql schema and ast. This method wraps around graphql-core's validation to enforce a stricter requirement of the @@ -1012,7 +1012,7 @@ def ast_to_ir(schema, ast, type_equivalence_hints=None): In the case of implementation bugs, could also raise ValueError, TypeError, or AssertionError. """ - validation_errors = _validate_schema_and_ast(schema, ast) + validation_errors = validate_schema_and_ast(schema, ast) if validation_errors: raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 1ec7ad808..8a7feea2a 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,18 +1,19 @@ # Copyright 2019-present Kensho Technologies, LLC. -from collections import namedtuple, OrderedDict +from collections import namedtuple import six +from graphql.language.ast import FieldDefinition, Name, NamedType, ObjectTypeDefinition from graphql import parse from graphql.language.printer import print_ast -from graphql.type import GraphQLObjectType, GraphQLUnionType, GraphQLField, GraphQLSchema, GraphQLList, GraphQLNonNull, GraphQLInterfaceType from graphql.utils.build_ast_schema import build_ast_schema from graphql.utils.schema_printer import print_schema -from ..schema import DIRECTIVES +from ..compiler.compiler_frontend import validate_schema_and_ast from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor from .macro_edge.helpers import get_type_at_macro_edge_target from .macro_expansion import expand_macros_in_query_ast +from ..exceptions import GraphQLValidationError MacroRegistry = namedtuple( @@ -93,19 +94,26 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor - - def get_schema_with_macros(macro_registry): """Get a new GraphQLSchema with fields where macro edges can be used. - Specification: + Preconditions: + 1. No macro in the registry has the same name as a field on the vertex where it applies, + or any interfaces it implements. + 2. Members of a union type do not have outgoing macros with the same name. + + An easy way to satisfy the preconditions is to create the macro_registry using + create_macro_registry, and only update it with register_macro_edge, which does all + the necessary validation. + + Postconditions: 1. Every GraphQLQuery that uses macros from this registry appropriately should successfully type-check against the schema generated from this function. 2. A GraphQLQuery that uses macros not present in the registry, or uses valid macros but on types they are not defined at should fail schema validation with the schema generated from this function. - 3. This function is total -- A macro registry with all macros inserted by using - register_macro_edge should not fail to create a graphql schema with macros. + 3. This function is total -- A valid macro registry should not fail to create a + graphql schema with macros. Args: macro_registry: MacroRegistry object containing a schema and macro descriptors @@ -114,32 +122,25 @@ def get_schema_with_macros(macro_registry): Returns: GraphQLSchema with additional fields where macroe edges can be used. """ - # HACK(bojanserafimov): GraphQLSchema does not implement the deepcopy behavior - schema_deepcopy = build_ast_schema(parse(print_schema( - macro_registry.schema_without_macros))) - type_map = schema_deepcopy.get_type_map() - - - graphql_types = OrderedDict() - # Add all objecttypes and interfaces - # TODO - - # Add union classes - # TODO - - # Construct RootSchemaQuery from graphql_types - - for root_classname, edge_macros in six.iteritems(macro_registry.macro_edges): - for macro_edge_name, macro_edge_descriptor in six.iteritems(edge_macros): - type_at_root = type_map[root_classname] - type_at_target = get_type_at_macro_edge_target( - macro_registry.schema_without_macros, - macro_edge_descriptor.expansion_ast) - type_at_root.fields[macro_edge_name] = GraphQLField(GraphQLList(type_at_target)) - import pdb; pdb.set_trace() - - # import pdb; pdb.set_trace() - return GraphQLSchema(type_map['RootSchemaQuery'], directives=DIRECTIVES) + schema_ast = parse(print_schema(macro_registry.schema_without_macros)) + for definition in schema_ast.definitions: + if isinstance(definition, ObjectTypeDefinition): + if definition.name.value in macro_registry.macro_edges: + macro_edges = macro_registry.macro_edges[definition.name.value] + for macro_edge_name, macro_edge_descriptor in six.iteritems(macro_edges): + type_at_target = get_type_at_macro_edge_target( + macro_registry.schema_without_macros, + macro_edge_descriptor.expansion_ast) + arguments = [] + definition.fields.append(FieldDefinition( + Name(macro_edge_name), arguments, + NamedType(Name(type_at_target.name)), directives=[])) + return build_ast_schema(schema_ast) + + +def get_schema_for_macro_definition(schema): + """Returns a schema with macro directives.""" + pass # TODO(bojanserafimov): Implement def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): @@ -156,6 +157,10 @@ def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): the returned values are guaranteed to be identical to the input query and args. """ query_ast = safe_parse_graphql(graphql_with_macro) + schema_with_macros = get_schema_with_macros(macro_registry) + validation_errors = validate_schema_and_ast(schema_with_macros, query_ast) + if validation_errors: + raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) new_query_ast, new_args = expand_macros_in_query_ast(macro_registry, query_ast, graphql_args) new_graphql_string = print_ast(new_query_ast) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index d2aa48b3d..0d8fb12d0 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -3,7 +3,7 @@ import pytest -from ..exceptions import GraphQLCompilationError +from ..exceptions import GraphQLCompilationError, GraphQLValidationError from ..macros import perform_macro_expansion from .test_helpers import get_test_macro_registry @@ -58,10 +58,9 @@ def test_macro_edge_target_coercion_invalid_1(self): }''' args = {} - with self.assertRaises(GraphQLCompilationError): + with self.assertRaises(GraphQLValidationError): perform_macro_expansion(self.macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_invalid_coercion_2(self): query = '''{ Animal { @@ -74,10 +73,9 @@ def test_macro_edge_invalid_coercion_2(self): }''' args = {} - with self.assertRaises(GraphQLCompilationError): + with self.assertRaises(GraphQLValidationError): perform_macro_expansion(self.macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_nonexistent(self): query = '''{ Animal { @@ -88,7 +86,7 @@ def test_macro_edge_nonexistent(self): }''' args = {} - with self.assertRaises(GraphQLCompilationError): + with self.assertRaises(GraphQLValidationError): perform_macro_expansion(self.macro_registry, query, args) @pytest.mark.skip(reason='not implemented') @@ -106,3 +104,16 @@ def test_macro_edge_target_on_union_type(self): with self.assertRaises(GraphQLCompilationError): perform_macro_expansion(self.macro_registry, query, args) + + def test_incorrect_schema_usage(self): + query = '''{ + Animal { + out_Animal_GrandparentOf { + names @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLValidationError): + perform_macro_expansion(self.macro_registry, query, args) diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py index 8711d28af..8f4e58492 100644 --- a/graphql_compiler/tests/test_macro_schema.py +++ b/graphql_compiler/tests/test_macro_schema.py @@ -2,10 +2,9 @@ import unittest from graphql.utils.schema_printer import print_schema -import pytest from ..macros import get_schema_with_macros -from .test_helpers import get_test_macro_registry, get_empty_test_macro_registry +from .test_helpers import get_empty_test_macro_registry, get_test_macro_registry class MacroSchemaTests(unittest.TestCase): @@ -23,9 +22,7 @@ def test_get_schema_with_macros_original_schema_unchanged(self): self.assertEqual(original_printed_schema, printed_schema_with_0_macros) def test_get_schema_with_macros_basic(self): - original_printed_schema = print_schema(self.macro_registry.schema_without_macros) - printed_schema_with_macros = print_schema(get_schema_with_macros(self.macro_registry)) - self.assertNotEqual(original_printed_schema, printed_schema_with_macros) - - - # TODO(bojanserafimov): More tests + schema_with_macros = get_schema_with_macros(self.macro_registry) + grandparent_target_type = schema_with_macros.get_type( + 'Animal').fields['out_Animal_GrandparentOf'].type + self.assertEqual('Animal', grandparent_target_type.name) From 8cab63820cf33fa599c9d6098123cab0285ac6a2 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 26 Mar 2019 12:57:46 -0400 Subject: [PATCH 30/91] Raise NotIpmlementedError --- graphql_compiler/macros/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 8a7feea2a..9e8e78718 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -140,7 +140,7 @@ def get_schema_with_macros(macro_registry): def get_schema_for_macro_definition(schema): """Returns a schema with macro directives.""" - pass # TODO(bojanserafimov): Implement + raise NotImplementedError() # TODO(bojanserafimov): Implement def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): From e335d0024ce317293ec0ab6e2dce7d8859d5d576 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 26 Mar 2019 14:57:18 -0400 Subject: [PATCH 31/91] Address comments --- graphql_compiler/macros/__init__.py | 24 +++++++++++++++---- .../tests/test_macro_expansion_errors.py | 3 ++- graphql_compiler/tests/test_macro_schema.py | 3 +++ 3 files changed, 24 insertions(+), 6 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 9e8e78718..5f0e6a6ea 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -98,8 +98,7 @@ def get_schema_with_macros(macro_registry): """Get a new GraphQLSchema with fields where macro edges can be used. Preconditions: - 1. No macro in the registry has the same name as a field on the vertex where it applies, - or any interfaces it implements. + 1. No macro in the registry has the same name as a field on the vertex where it applies. 2. Members of a union type do not have outgoing macros with the same name. An easy way to satisfy the preconditions is to create the macro_registry using @@ -113,7 +112,7 @@ def get_schema_with_macros(macro_registry): macros but on types they are not defined at should fail schema validation with the schema generated from this function. 3. This function is total -- A valid macro registry should not fail to create a - graphql schema with macros. + GraphQL schema with macros. Args: macro_registry: MacroRegistry object containing a schema and macro descriptors @@ -122,7 +121,10 @@ def get_schema_with_macros(macro_registry): Returns: GraphQLSchema with additional fields where macroe edges can be used. """ + # The easiest way to manipulate the schema is through its AST. The easiest + # way to get an AST is to print it and parse it. schema_ast = parse(print_schema(macro_registry.schema_without_macros)) + for definition in schema_ast.definitions: if isinstance(definition, ObjectTypeDefinition): if definition.name.value in macro_registry.macro_edges: @@ -139,7 +141,18 @@ def get_schema_with_macros(macro_registry): def get_schema_for_macro_definition(schema): - """Returns a schema with macro directives.""" + """Returns a schema with macro directives. + + This returned schema can be used to validate macro definitions, and support GraphQL + macro editors, enabling them to autocomplete one the @macro_edge_definition and + @macro_edge_target directives. + + Args: + schema: GraphQLSchema over which we want to write macros + + Returns: + GraphQLSchema usable for writing macros + """ raise NotImplementedError() # TODO(bojanserafimov): Implement @@ -160,7 +173,8 @@ def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): schema_with_macros = get_schema_with_macros(macro_registry) validation_errors = validate_schema_and_ast(schema_with_macros, query_ast) if validation_errors: - raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) + raise GraphQLValidationError(u'The provided GraphQL input does not validate: {} {}' + .format(graphql_with_macro, validation_errors)) new_query_ast, new_args = expand_macros_in_query_ast(macro_registry, query_ast, graphql_args) new_graphql_string = print_ast(new_query_ast) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 0d8fb12d0..c464e0074 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -106,10 +106,11 @@ def test_macro_edge_target_on_union_type(self): perform_macro_expansion(self.macro_registry, query, args) def test_incorrect_schema_usage(self): + # Test with fields that don't exist in the schema query = '''{ Animal { out_Animal_GrandparentOf { - names @output(out_name: "grandkid") + field_not_in_schema @output(out_name: "grandkid") } } }''' diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py index 8f4e58492..3301a5da3 100644 --- a/graphql_compiler/tests/test_macro_schema.py +++ b/graphql_compiler/tests/test_macro_schema.py @@ -26,3 +26,6 @@ def test_get_schema_with_macros_basic(self): grandparent_target_type = schema_with_macros.get_type( 'Animal').fields['out_Animal_GrandparentOf'].type self.assertEqual('Animal', grandparent_target_type.name) + related_food_target_type = schema_with_macros.get_type( + 'Animal').fields['out_Animal_RelatedFood'].type + self.assertEqual('Food', related_food_target_type.name) From 31daca1a6e3953e0e9708a8233651ed595f5d56c Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 27 Mar 2019 13:36:03 -0400 Subject: [PATCH 32/91] Make macro edge schema fields point to list types (#233) * Make macro edge schema fields point to list types * Fix lint --- graphql_compiler/macros/__init__.py | 8 ++++++-- graphql_compiler/tests/test_macro_schema.py | 7 +++++-- 2 files changed, 11 insertions(+), 4 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 5f0e6a6ea..121231218 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -2,7 +2,8 @@ from collections import namedtuple import six -from graphql.language.ast import FieldDefinition, Name, NamedType, ObjectTypeDefinition +from graphql.language.ast import ( + FieldDefinition, Name, NamedType, ObjectTypeDefinition, Directive, ListType) from graphql import parse from graphql.language.printer import print_ast from graphql.utils.build_ast_schema import build_ast_schema @@ -12,6 +13,7 @@ from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor from .macro_edge.helpers import get_type_at_macro_edge_target +from .macro_edge.directives import MacroEdgeDirective from .macro_expansion import expand_macros_in_query_ast from ..exceptions import GraphQLValidationError @@ -133,10 +135,12 @@ def get_schema_with_macros(macro_registry): type_at_target = get_type_at_macro_edge_target( macro_registry.schema_without_macros, macro_edge_descriptor.expansion_ast) + list_type_at_target = ListType(NamedType(Name(type_at_target.name))) arguments = [] + directives = [Directive(Name(MacroEdgeDirective.name))] definition.fields.append(FieldDefinition( Name(macro_edge_name), arguments, - NamedType(Name(type_at_target.name)), directives=[])) + list_type_at_target, directives=directives)) return build_ast_schema(schema_ast) diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py index 3301a5da3..865b0b517 100644 --- a/graphql_compiler/tests/test_macro_schema.py +++ b/graphql_compiler/tests/test_macro_schema.py @@ -1,6 +1,7 @@ # Copyright 2019-present Kensho Technologies, LLC. import unittest +from graphql.type import GraphQLList from graphql.utils.schema_printer import print_schema from ..macros import get_schema_with_macros @@ -25,7 +26,9 @@ def test_get_schema_with_macros_basic(self): schema_with_macros = get_schema_with_macros(self.macro_registry) grandparent_target_type = schema_with_macros.get_type( 'Animal').fields['out_Animal_GrandparentOf'].type - self.assertEqual('Animal', grandparent_target_type.name) + self.assertTrue(isinstance(grandparent_target_type, GraphQLList)) + self.assertEqual('Animal', grandparent_target_type.of_type.name) related_food_target_type = schema_with_macros.get_type( 'Animal').fields['out_Animal_RelatedFood'].type - self.assertEqual('Food', related_food_target_type.name) + self.assertTrue(isinstance(related_food_target_type, GraphQLList)) + self.assertEqual('Food', related_food_target_type.of_type.name) From a6a72bc2505a794cb08cc2171790f01d54963fc7 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Fri, 29 Mar 2019 14:22:17 -0400 Subject: [PATCH 33/91] Fix docstring in validation (#236) --- graphql_compiler/macros/macro_edge/validation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index e171a0d1b..1fe8f6e7a 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -269,7 +269,7 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, def _make_macro_edge_descriptor(macro_definition_ast, macro_edge_args): - """Remove all macro edge directives from the AST, and return a MacroEdgeDescriptor.""" + """Remove all macro edge directives except for the target, and return a MacroEdgeDescriptor.""" directives_to_remove = { directive.name for directive in MACRO_EDGE_DIRECTIVES From e2458c41cc22b4e46932f5feaa1fbd4d255e5039 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Fri, 29 Mar 2019 14:23:22 -0400 Subject: [PATCH 34/91] Fix macro on superclass (#235) * Fix macro definition on superclass bug * Fix lint errors * Revert "Fix lint errors" This reverts commit dab933dc306453264ca2a87cb8a8db3964515e92. * Add blank line --- graphql_compiler/macros/__init__.py | 34 +++++++++++-------- graphql_compiler/macros/macro_expansion.py | 25 +++++++++++--- graphql_compiler/tests/test_helpers.py | 9 +++++ .../tests/test_macro_expansion.py | 25 ++++++++++++++ 4 files changed, 73 insertions(+), 20 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 121231218..7898d0b5e 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -2,8 +2,9 @@ from collections import namedtuple import six -from graphql.language.ast import ( - FieldDefinition, Name, NamedType, ObjectTypeDefinition, Directive, ListType) +from graphql.language.ast import (FieldDefinition, Name, NamedType, + ObjectTypeDefinition, InterfaceTypeDefinition, + Directive, ListType) from graphql import parse from graphql.language.printer import print_ast from graphql.utils.build_ast_schema import build_ast_schema @@ -127,20 +128,23 @@ def get_schema_with_macros(macro_registry): # way to get an AST is to print it and parse it. schema_ast = parse(print_schema(macro_registry.schema_without_macros)) + definitions_by_name = {} for definition in schema_ast.definitions: - if isinstance(definition, ObjectTypeDefinition): - if definition.name.value in macro_registry.macro_edges: - macro_edges = macro_registry.macro_edges[definition.name.value] - for macro_edge_name, macro_edge_descriptor in six.iteritems(macro_edges): - type_at_target = get_type_at_macro_edge_target( - macro_registry.schema_without_macros, - macro_edge_descriptor.expansion_ast) - list_type_at_target = ListType(NamedType(Name(type_at_target.name))) - arguments = [] - directives = [Directive(Name(MacroEdgeDirective.name))] - definition.fields.append(FieldDefinition( - Name(macro_edge_name), arguments, - list_type_at_target, directives=directives)) + if isinstance(definition, (ObjectTypeDefinition, InterfaceTypeDefinition)): + definitions_by_name[definition.name.value] = definition + + for macro_base_class_name, macros_for_base_class in six.iteritems(macro_registry.macro_edges): + for macro_edge_name, macro_edge_descriptor in six.iteritems(macros_for_base_class): + type_at_target = get_type_at_macro_edge_target( + macro_registry.schema_without_macros, + macro_edge_descriptor.expansion_ast) + list_type_at_target = ListType(NamedType(Name(type_at_target.name))) + arguments = [] + directives = [Directive(Name(MacroEdgeDirective.name))] + for subclass in macro_registry.subclass_sets[macro_base_class_name]: + definitions_by_name[subclass].fields.append(FieldDefinition( + Name(macro_edge_name), arguments, list_type_at_target, directives=directives)) + return build_ast_schema(schema_ast) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index f6cf9ee91..139cd1566 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -225,11 +225,15 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= return replacement_selection_ast, extra_selections -def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args): +def _expand_macros_in_inner_ast(macro_registry, inherited_macro_edges, + current_schema_type, ast, query_args): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: macro_registry: MacroRegistry, the registry of macro descriptors used for expansion + inherited_macro_edges: Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + class name -> (macro edge name -> MacroEdgeDescriptor) + containing macros defined on this class and superclasses current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query @@ -246,7 +250,7 @@ def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_ # No macro expansion happens at this level if there are no selections. return ast, query_args - macro_edges_at_this_type = macro_registry.macro_edges.get(current_schema_type.name, dict()) + macro_edges_at_this_type = inherited_macro_edges.get(current_schema_type.name, dict()) made_changes = False new_selections = [] @@ -260,7 +264,8 @@ def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_ if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, vertex_field_type, selection_ast, new_query_args) + macro_registry, inherited_macro_edges, vertex_field_type, + selection_ast, new_query_args) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -288,7 +293,8 @@ def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_ # instead of reaching into the compiler.helpers module. vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, vertex_field_type, new_selection_ast, new_query_args) + macro_registry, inherited_macro_edges, vertex_field_type, + new_selection_ast, new_query_args) if new_selection_ast is not selection_ast: made_changes = True @@ -332,8 +338,17 @@ def expand_macros_in_query_ast(macro_registry, query_ast, query_args): query_type = macro_registry.schema_without_macros.get_query_type() base_start_type = query_type.fields[base_start_type_name].type + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + # class name -> (macro edge name -> MacroEdgeDescriptor) + inherited_macro_edges = {} + for superclass, subclass_set in six.iteritems(macro_registry.subclass_sets): + for subclass in subclass_set: + if superclass in macro_registry.macro_edges: + inherited_macro_edges.setdefault(subclass, dict()).update( + macro_registry.macro_edges[superclass]) + new_base_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, base_start_type, base_ast, query_args) + macro_registry, inherited_macro_edges, base_start_type, base_ast, query_args) if new_base_ast is base_ast: # No macro expansion happened. diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 9a4de6ef6..ee7067392 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -316,6 +316,15 @@ def get_test_macro_registry(): """Return a MacroRegistry object containing macros used in tests.""" macro_registry = get_empty_test_macro_registry() valid_macros = [ + ('''{ + Entity @macro_edge_definition(name: "out_Entity_AlmostRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target{ + uuid + } + } + } + }''', {}), ('''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { out_Animal_ParentOf { diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index b59c4b9df..c38e157b9 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -38,6 +38,31 @@ def test_macro_edge_basic(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) + def test_macro_edge_on_interface(self): + query = '''{ + Animal { + out_Entity_AlmostRelated { + name @output(out_name: "distant_relative") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Entity_Related { + out_Entity_Related { + name @output(out_name: "distant_relative") + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + def test_macro_edge_non_leaf_target_and_field_merging(self): query = '''{ Animal { From 5049c6422cf0559effa68268ef7d6d5835d8708e Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 13 May 2019 12:42:56 -0400 Subject: [PATCH 35/91] Fix slow subclass sets computation (#276) --- graphql_compiler/compiler/compiler_frontend.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index af7779850..d786680ce 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -91,7 +91,6 @@ strip_non_null_from_type, validate_output_name, validate_safe_string ) from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo -from .subclass import compute_subclass_sets # LocationStackEntry contains the following: @@ -787,9 +786,6 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): # 'type_equivalence_hints_inverse' is the inverse of type_equivalence_hints, # which is always invertible. 'type_equivalence_hints_inverse': invert_dict(type_equivalence_hints), - # 'subclass_sets' is a dict mapping class names to the set of its subclass names - 'subclass_sets': compute_subclass_sets( - schema, type_equivalence_hints=type_equivalence_hints), } # Add the query root basic block to the output. From 6bceccbc66d3e95957954660126641acd82fe210 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 13 May 2019 13:08:42 -0400 Subject: [PATCH 36/91] Add test and fix broken tests in macro expansion (#275) * Fix broken tests * Revert tag rename * Rename tag --- .../tests/test_macro_expansion.py | 57 ++++++++++++++++--- 1 file changed, 49 insertions(+), 8 deletions(-) diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index c38e157b9..a12b6092f 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -256,7 +256,7 @@ def test_macro_edge_target_coercion_with_filter_0(self): query = '''{ Animal { out_Animal_GrandparentOf { - ... on Animal @filter(op_name: "name_or_alias", value: "$wanted") { + ... on Animal @filter(op_name: "name_or_alias", value: ["$wanted"]) { name @output(out_name: "grandkid") } } @@ -270,7 +270,7 @@ def test_macro_edge_target_coercion_with_filter_0(self): Animal { out_Animal_ParentOf { out_Animal_ParentOf { - ... on Animal @filter(op_name: "name_or_alias", value: "$wanted") { + ... on Animal @filter(op_name: "name_or_alias", value: ["$wanted"]) { name @output(out_name: "grandkid") } } @@ -289,7 +289,7 @@ def test_macro_edge_target_coercion_with_filter_1(self): query = '''{ Animal { out_Animal_RelatedEntity { - ... on Food @filter(op_name: "name_or_alias", value: "$wanted") { + ... on Food @filter(op_name: "name_or_alias", value: ["$wanted"]) { name @output(out_name: "animal") } } @@ -302,7 +302,7 @@ def test_macro_edge_target_coercion_with_filter_1(self): expected_query = '''{ Animal { in_Entity_Related { - ... on Food @filter(op_name: "name_or_alias", value: "$wanted"){ + ... on Food @filter(op_name: "name_or_alias", value: ["$wanted"]){ name @output(out_name: "animal") } } @@ -426,10 +426,11 @@ def test_macro_edge_tag_collision(self): Animal { net_worth @tag(tag_name: "parent_net_worth") in_Animal_ParentOf { - net_worth @tag(tag_name: "parent_net_worth_1") - out_Animal_ParentOf @macro_edge_target { - net_worth @filter(op_name: ">", value: ["%parent_net_worth_1"]) + net_worth @tag(tag_name: "parent_net_worth_macro_edge_0") + out_Animal_ParentOf { + net_worth @filter(op_name: ">", value: ["%parent_net_worth_macro_edge_0"]) @filter(op_name: ">", value: ["%parent_net_worth"]) + name @output(out_name: "sibling") } } } @@ -460,8 +461,48 @@ def test_macro_edge_colocated_tags(self): event_date @tag(tag_name: "birthday") } in_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { + out_Animal_ParentOf { net_worth @filter(op_name: ">", value: ["%animal_net_worth"]) + @filter(op_name: "<", value: ["%animal_net_worth"]) + @output(out_name: "sibling_net_worth") + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion( + self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_colocated_tags_with_same_name(self): + query = '''{ + Animal { + net_worth @tag(tag_name: "net_worth") + out_Animal_RichYoungerSiblings { + net_worth @filter(op_name: "<", value: ["%net_worth"]) + @output(out_name: "sibling_net_worth") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + net_worth @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + @filter(op_name: "<", value: ["%net_worth"]) + @output(out_name: "sibling_net_worth") out_Animal_BornAt { event_date @filter(op_name: "<", value: ["%birthday"]) } From 96b5fad829fba9a39433f669f6f25a2c1fbef16b Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 13 May 2019 14:37:36 -0400 Subject: [PATCH 37/91] Remove stale TODOs (#278) --- graphql_compiler/macros/macro_edge/validation.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 1fe8f6e7a..723fd2e91 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -251,8 +251,6 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, _, input_metadata, _, _ = ast_to_ir(schema, _get_minimal_query_ast_from_macro_ast(ast), type_equivalence_hints=type_equivalence_hints) ensure_arguments_are_provided(input_metadata, macro_edge_args) - # TODO(bojanserafimov): Check all the provided arguments were necessary - # TODO(bojanserafimov): Check the arguments have the correct types # TODO(bojanserafimov): @macro_edge_target is not on a union type # TODO(bojanserafimov): @macro_edge_target does not begin with a coercion From bfe174fd429e6976d0215433f91ada93885b31a9 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 13 May 2019 15:29:55 -0400 Subject: [PATCH 38/91] Validate macro edge does not exist on sub/superclass (#277) * Validate macro edge does not exist on sub/superclass * Pick better variable names * Remove unused import * Fix lint --- graphql_compiler/macros/__init__.py | 39 +++++++++++++------ .../tests/test_macro_validation.py | 5 +-- 2 files changed, 29 insertions(+), 15 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 7898d0b5e..29bc48c3c 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -16,7 +16,7 @@ from .macro_edge.helpers import get_type_at_macro_edge_target from .macro_edge.directives import MacroEdgeDirective from .macro_expansion import expand_macros_in_query_ast -from ..exceptions import GraphQLValidationError +from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError MacroRegistry = namedtuple( @@ -74,27 +74,42 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. """ - class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( + new_macro_edge_class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( macro_registry.schema_without_macros, macro_edge_graphql, macro_edge_args, type_equivalence_hints=macro_registry.type_equivalence_hints) # Ensure this new macro edge does not conflict with any previous descriptor. - macro_edges_for_class = macro_registry.macro_edges.get(class_name, dict()) + macro_edges_for_class = macro_registry.macro_edges.get(new_macro_edge_class_name, dict()) existing_descriptor = macro_edges_for_class.get(macro_edge_name, None) if existing_descriptor is not None: raise AssertionError( u'Attempting to redefine an already registered macro edge: ' u'class {}, macro edge {}, new GraphQL descriptor {}, new args {}.' - .format(class_name, macro_edge_name, macro_edge_graphql, macro_edge_args)) - - # TODO(predrag): Write a more stringent check that makes sure that two types A and B, - # where A is a superclass of B, cannot define the same macro edge. - # Right now, both A and B can independently define a macro edge out_Foo, - # which would result in an illegal schema as B would be required to have - # two different descriptors for the same out_Foo edge. - - macro_registry.macro_edges.setdefault(class_name, dict())[macro_edge_name] = macro_descriptor + .format(new_macro_edge_class_name, macro_edge_name, + macro_edge_graphql, macro_edge_args)) + + # Ensure there's no conflict with macro edges defined on subclasses and superclasses. + class_sets_to_check = ( + ('subclass', macro_registry.subclass_sets[new_macro_edge_class_name]), + ('superclass', { + class_name + for class_name, class_subclasses in six.iteritems(macro_registry.subclass_sets) + if new_macro_edge_class_name in class_subclasses + }), + ) + for relationship, class_names in class_sets_to_check: + for class_name in class_names: + macros_on_class = macro_registry.macro_edges.get(class_name, dict()) + if macro_edge_name in macros_on_class: + raise GraphQLInvalidMacroError( + u'A macro edge with name {} already exists on {}, which is' + u'a {} of {}. new GraphQL descriptor {}, new args {}' + .format(macro_edge_name, class_name, relationship, + new_macro_edge_class_name, macro_edge_graphql, macro_edge_args)) + + macro_registry.macro_edges.setdefault( + new_macro_edge_class_name, dict())[macro_edge_name] = macro_descriptor def get_schema_with_macros(macro_registry): diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 383439b48..f1c4d13d0 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -416,7 +416,6 @@ def test_macro_edge_duplicate_definition_on_target(self): with self.assertRaises(AssertionError): register_macro_edge(macro_registry, duplicate_query, args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_dulpicate_definition_on_subclass(self): query = '''{ Entity @macro_edge_definition(name: "out__RelatedOfRelated") { @@ -441,13 +440,13 @@ def test_macro_edge_dulpicate_definition_on_subclass(self): # Try registering on the superclass first macro_registry = get_empty_test_macro_registry() register_macro_edge(macro_registry, query, args) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query_on_subclass, args) # Try registering on the subclass first macro_registry = get_empty_test_macro_registry() register_macro_edge(macro_registry, query_on_subclass, args) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') From 8e4865ec66b32f4bc785b10a675ed1066869981e Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 13 May 2019 17:49:10 -0400 Subject: [PATCH 39/91] Only allow supported directives at macro expansion --- graphql_compiler/macros/macro_expansion.py | 19 +++++++++++--- .../tests/test_macro_expansion_errors.py | 26 +++++++++++++++++++ 2 files changed, 42 insertions(+), 3 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 139cd1566..a9ed1a94f 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -10,7 +10,7 @@ ) from ..compiler.helpers import get_uniquely_named_objects_by_name, get_vertex_field_type from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError -from ..schema import is_vertex_field_name +from ..schema import FilterDirective, is_vertex_field_name, FoldDirective, OutputSourceDirective from .macro_edge.directives import MacroEdgeTargetDirective from .macro_edge.helpers import find_target_and_copy_path_to_it, get_type_at_macro_edge_target @@ -273,8 +273,21 @@ class name -> (macro edge name -> MacroEdgeDescriptor) if field_name in macro_edges_at_this_type: macro_edge_descriptor = macro_edges_at_this_type[field_name] - # TODO(bojanserafimov): Disallow @optional on macro expansion. - # TODO(bojanserafimov): Disallow @recurse on macro expansion. + # Disallow unsupported directives like @optional, @recurse + directives_supported_at_macro_expansion = frozenset({ + FilterDirective.name, + OutputSourceDirective.name, + FoldDirective.name, + }) + for directive in selection_ast.directives: + directive_name = directive.name.value + if directive_name not in directives_supported_at_macro_expansion: + raise GraphQLCompilationError( + u'Macro expansion for {} contains a {} directive, which is ' + u'not supported by the macro system. supported_directives: {}' + .format(field_name, directive_name, + directives_supported_at_macro_expansion)) + new_selection_ast, extra_selections = _expand_specific_macro_edge( schema, macro_edge_descriptor.expansion_ast, selection_ast, subclass_sets=subclass_sets) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index c464e0074..2de80747c 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -118,3 +118,29 @@ def test_incorrect_schema_usage(self): with self.assertRaises(GraphQLValidationError): perform_macro_expansion(self.macro_registry, query, args) + + def test_recurse_at_expansion_is_not_supported(self): + query = '''{ + Animal { + out_Animal_GrandparentOf @recurse(depth: 3) { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.macro_registry, query, args) + + def test_optional_at_expansion_is_not_supported(self): + query = '''{ + Animal { + out_Animal_GrandparentOf @optional { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.macro_registry, query, args) From 05fb5bf42192fdf7c759d0c75f80ae10303f0c2c Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 13 May 2019 17:54:00 -0400 Subject: [PATCH 40/91] Tidy up --- graphql_compiler/macros/macro_expansion.py | 34 ++++++++++++---------- 1 file changed, 19 insertions(+), 15 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index a9ed1a94f..f90a37dfd 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -225,6 +225,24 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= return replacement_selection_ast, extra_selections +def _check_that_expansion_directives_are_supported(macro_edge_field): + """Raise GraphQLCompilationError if an unsupported directive is used at expansion.""" + macro_name = get_ast_field_name(macro_edge_field) + directives_supported_at_macro_expansion = frozenset({ + FilterDirective.name, + OutputSourceDirective.name, + FoldDirective.name, + }) + for directive in macro_edge_field.directives: + directive_name = directive.name.value + if directive_name not in directives_supported_at_macro_expansion: + raise GraphQLCompilationError( + u'Macro expansion for {} contains a {} directive, which is ' + u'not supported by the macro system. supported_directives: {}' + .format(macro_name, directive_name, + directives_supported_at_macro_expansion)) + + def _expand_macros_in_inner_ast(macro_registry, inherited_macro_edges, current_schema_type, ast, query_args): """Return (new_ast, new_query_args) containing the AST after macro expansion. @@ -271,23 +289,9 @@ class name -> (macro edge name -> MacroEdgeDescriptor) if is_vertex_field_name(field_name): # Check if this is a macro edge. if field_name in macro_edges_at_this_type: + _check_that_expansion_directives_are_supported(selection_ast) macro_edge_descriptor = macro_edges_at_this_type[field_name] - # Disallow unsupported directives like @optional, @recurse - directives_supported_at_macro_expansion = frozenset({ - FilterDirective.name, - OutputSourceDirective.name, - FoldDirective.name, - }) - for directive in selection_ast.directives: - directive_name = directive.name.value - if directive_name not in directives_supported_at_macro_expansion: - raise GraphQLCompilationError( - u'Macro expansion for {} contains a {} directive, which is ' - u'not supported by the macro system. supported_directives: {}' - .format(field_name, directive_name, - directives_supported_at_macro_expansion)) - new_selection_ast, extra_selections = _expand_specific_macro_edge( schema, macro_edge_descriptor.expansion_ast, selection_ast, subclass_sets=subclass_sets) From eb18e2f6bcb8367f11245dc5c1189b22ebba02c4 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 14 May 2019 10:11:50 -0400 Subject: [PATCH 41/91] Lint --- graphql_compiler/macros/macro_expansion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index f90a37dfd..5c4d3b540 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -10,7 +10,7 @@ ) from ..compiler.helpers import get_uniquely_named_objects_by_name, get_vertex_field_type from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError -from ..schema import FilterDirective, is_vertex_field_name, FoldDirective, OutputSourceDirective +from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name from .macro_edge.directives import MacroEdgeTargetDirective from .macro_edge.helpers import find_target_and_copy_path_to_it, get_type_at_macro_edge_target From 515bda9e933b137514c0395db0f535d1511c394a Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Tue, 14 May 2019 10:19:37 -0400 Subject: [PATCH 42/91] Add tests for directives on expansion --- .../tests/test_macro_expansion.py | 79 +++++++++++++++++++ 1 file changed, 79 insertions(+) diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index a12b6092f..201b9800f 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -583,3 +583,82 @@ def test_macro_parallel_use(self): expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) + + def test_macro_expansion_with_fold_directive(self): + query = '''{ + Animal { + out_Animal_GrandparentOf @fold { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @fold { + name @output(out_name: "grandkid") + } + } + } + } ''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + def test_macro_expansion_with_output_source_directive(self): + query = '''{ + Animal { + out_Animal_GrandparentOf @output_source { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @output_source { + name @output(out_name: "grandkid") + } + } + } + } ''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + def test_macro_expansion_with_filter_directive(self): + query = '''{ + Animal { + out_Animal_GrandparentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { + name @output(out_name: "grandkid") + } + } + }''' + args = { + 'wanted': 'Larry' + } + + expected_query = '''{ + Animal { + out_Animal_ParentOf { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) { + name @output(out_name: "grandkid") + } + } + } + }''' + expected_args = { + 'wanted': 'Larry' + } + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) From 2b92547031e15a77bb1a9f1c7314e54fb9e90bf4 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 15 May 2019 14:05:16 -0400 Subject: [PATCH 43/91] Add macro edge target validation (#279) * Add validation for the @macro_edge_target directive * Remove implication that we cannot handle target at union type * Remove unwanted file --- graphql_compiler/macros/macro_edge/validation.py | 12 ++++++++++-- graphql_compiler/tests/test_macro_validation.py | 3 +-- 2 files changed, 11 insertions(+), 4 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 723fd2e91..616c7bee7 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -71,6 +71,7 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): Restrictions on use of directives: - @output and @output_source are disallowed - @macro_edge_target is not allowed to be inside a @fold scope + - @macro_edge_target is not allowed to begin with a coercion Args: ast: GraphQL AST describing a subtree of the macro @@ -101,6 +102,15 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): if inside_fold_scope: raise GraphQLInvalidMacroError( u'The @macro_edge_target cannot be inside a fold scope.') + + # Check that the target doesn't begin with a coercion. This also implicitly + # checks that the macro is not on a union type, because union types always + # start with a coercion. + for selection in ast.selection_set.selections: + if isinstance(selection, InlineFragment): + raise GraphQLInvalidMacroError(u'The @macro_edge_target cannot begin directly' + u'with a coercion. Please put the directive on' + u'the coercion block itself.') else: raise AssertionError(u'Unexpected directive name found: {} {}' .format(directive.name.value, directive)) @@ -251,8 +261,6 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, _, input_metadata, _, _ = ast_to_ir(schema, _get_minimal_query_ast_from_macro_ast(ast), type_equivalence_hints=type_equivalence_hints) ensure_arguments_are_provided(input_metadata, macro_edge_args) - # TODO(bojanserafimov): @macro_edge_target is not on a union type - # TODO(bojanserafimov): @macro_edge_target does not begin with a coercion _validate_class_selection_ast( get_only_selection_from_ast(ast, GraphQLInvalidMacroError), macro_defn_ast) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index f1c4d13d0..a94b91eba 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -178,8 +178,7 @@ def test_macro_edge_invalid_definition(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') - def test_macro_edge_invalid_target_directive(self): + def test_macro_edge_target_directive_starting_with_coercion_disallowed(self): query = '''{ Animal @macro_edge_definition(name: "out_Animal_AvailableFood_Invalid") { out_Animal_LivesIn { From 81a73c9b00d5429f23a472fabd47b840a5bb89e7 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 14:04:15 -0400 Subject: [PATCH 44/91] Add macro system documentation --- README.md | 71 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 71 insertions(+) diff --git a/README.md b/README.md index 4912d3aab..b82d3aabe 100644 --- a/README.md +++ b/README.md @@ -53,6 +53,9 @@ It's modeled after Python's `json.tool`, reading from stdin and writing to stdou * [Configuring SQLAlchemy](#configuring-sqlalchemy) * [End-To-End SQL Example](#end-to-end-sql-example) * [Configuring the SQL Database to Match the GraphQL Schema](#configuring-the-sql-database-to-match-the-graphql-schema) + * [Macro System](#macro-system) + * [Macro Edges](#macro-edges) + * [Macro Directives](#macro-directives) * [Miscellaneous](#miscellaneous) * [Expanding `@optional` vertex fields](#expanding-optional-vertex-fields) * [Optional `type_equivalence_hints` compilation parameter](#optional-type_equivalence_hints-parameter) @@ -1296,6 +1299,74 @@ CREATE VIEW animal AS ``` At this point, the `animal` view can be used in the SQLAlchemy Table for the purposes of compiling. +## Macro System +Commonly used patterns in queries can be made into macros and reused. This can be used to make +complicated queries easy to read, and make the schema more discoverable. Currently we have one +kind of macros, macro edges. + +### Macro Edges +Macro edges define a new edge in the schema by specifying how to compute it. +Macro edges are similar to views in SQL. However, there's a few differences: +- Macros are stored in a macro registry, that does not necessarily live inside the database. This has +two avantages: + - Macros can be created locally by clients without database access. + - Macros work even on schemas that have been stitched from the schemas of multiple backends. +- When a query with macros is compiled, a preprocessing step generates an equivalent query without +macros by expanding. + +As an example, consider the following query: +```graphql +{ + Animal { + name @output(out_name: "animal_name") + out_Animal_ParentOf { + out_Animal_ParentOf { + name @output(out_name: "grandchild_name") + } + } + } +} +``` +Let's introduce a macro for `out_Animal_GrandparentOf` and simplify our query: +```graphql +{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } +} +``` +The directive `@macro_edge_definition` declares that this is a macro, and gives it a name. +To use it as any other edge, we will refer to it by the name given here. +The directive `@macro_edge_target` specifies where the grandchild of the animal is. +Now let's use this macro to rewrite our query: +```graphql +{ + Animal { + name @output(out_name: "animal_name") + out_Animal_GrandparentOf { + name @output(out_name: "grandchild_name") + } + } +} +``` +Macro edges can make use of tags, filters, etc, to define more complicated macros. + +#### Constraints for macro definitions +- Macro definitions cannot use other macros as part of their definition. +- A macro requires exactly one `@macro_edge_definition` and one `@macro_edge_target` directive. +Additionally, these directives can only be used inside macro definitions. +- The `@macro_edge_target` cannot be inside a `@fold` scope. +- The `@macro_edge_target` cannot begin with a type coercion. If that is what you want, put +the `@macro_edge_target` on the type coercion itself, instead of before it. +- Macros cannot use `@output` or `@output_source`. + +#### Constraints for macro usage +- The `@optional` and `@recurse` directives cannot be used on macro edges. + ## Miscellaneous ### Expanding [`@optional`](#optional) vertex fields From 394241cd389f97ad92da0186c2e371ed4485e9b7 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 14:20:28 -0400 Subject: [PATCH 45/91] Add macro registry example --- README.md | 74 ++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 73 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index b82d3aabe..42de3198c 100644 --- a/README.md +++ b/README.md @@ -1353,7 +1353,26 @@ Now let's use this macro to rewrite our query: } } ``` -Macro edges can make use of tags, filters, etc, to define more complicated macros. +Macro edges can make use of tags, filters, etc, to define more complicated macros like this one +```graphql +Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { + net_worth @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } +} +``` + +Macro definitions and macro uses are type checked. If a macro is invalid, or is used incorrectly, +the macro system will complain, rather than create an invalid query. #### Constraints for macro definitions - Macro definitions cannot use other macros as part of their definition. @@ -1367,6 +1386,59 @@ the `@macro_edge_target` on the type coercion itself, instead of before it. #### Constraints for macro usage - The `@optional` and `@recurse` directives cannot be used on macro edges. +### Using the macro registry +This example demonstrates how to define a macro and use it. It assumes you already know +how to construct a GraphQL schema. + +```python +from graphql_compiler import macros +from graphql_compiler.compiler.subclass import compute_subclass_sets + +def example(schema, type_equivalence_hints): + # Create a macro registry based on the schema + subclass_sets = compute_subclass_sets(schema, type_equivalence_hints) + macro_registry = macros.create_macro_registry(schema, type_equivalence_hints, subclass_sets) + + # Add a macro to the registry + macro_graphql = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''' + macro_args = {} + register_macro_edge(macro_registry, macro_graphq, macro_args) + + # Use our macro registry in a query + query = '''{ + Animal { + name @output(out_name: "animal_name") + out_Animal_GrandparentOf { + name @output(out_name: "grandchild") + } + } + }''' + args = {} + expanded_query, new_args = perform_macro_expansion(macro_registry, query, args) + + # Verify + print(expanded_query) + # Prints out the following query: + # { + # Animal { + # name @output(out_name: "animal_name") + # out_Animal_ParentOf { + # out_Animal_ParentOf { + # name @output(out_name: "grandchild") + # } + # } + # } + # } +``` + ## Miscellaneous ### Expanding [`@optional`](#optional) vertex fields From 71d1cdc6248859143a11752bec9c10cbc0bb3da0 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 14:22:40 -0400 Subject: [PATCH 46/91] Fix example --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 42de3198c..a6aa3ce36 100644 --- a/README.md +++ b/README.md @@ -1410,7 +1410,7 @@ def example(schema, type_equivalence_hints): } }''' macro_args = {} - register_macro_edge(macro_registry, macro_graphq, macro_args) + macros.register_macro_edge(macro_registry, macro_graphq, macro_args) # Use our macro registry in a query query = '''{ @@ -1422,7 +1422,7 @@ def example(schema, type_equivalence_hints): } }''' args = {} - expanded_query, new_args = perform_macro_expansion(macro_registry, query, args) + expanded_query, new_args = macros.perform_macro_expansion(macro_registry, query, args) # Verify print(expanded_query) From 8c9e5a208c5ec7a2d973fe88de5a4a3ed6af7d6b Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 14:24:27 -0400 Subject: [PATCH 47/91] Fix link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a6aa3ce36..d36bc9f38 100644 --- a/README.md +++ b/README.md @@ -55,7 +55,7 @@ It's modeled after Python's `json.tool`, reading from stdin and writing to stdou * [Configuring the SQL Database to Match the GraphQL Schema](#configuring-the-sql-database-to-match-the-graphql-schema) * [Macro System](#macro-system) * [Macro Edges](#macro-edges) - * [Macro Directives](#macro-directives) + * [Using the macro registry](#using-the-macro-registry) * [Miscellaneous](#miscellaneous) * [Expanding `@optional` vertex fields](#expanding-optional-vertex-fields) * [Optional `type_equivalence_hints` compilation parameter](#optional-type_equivalence_hints-parameter) From b981548d4774534c2514a751bc6f2061f91a0dac Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 15:32:55 -0400 Subject: [PATCH 48/91] Address some nits --- README.md | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index d36bc9f38..cf184af11 100644 --- a/README.md +++ b/README.md @@ -1300,9 +1300,6 @@ CREATE VIEW animal AS At this point, the `animal` view can be used in the SQLAlchemy Table for the purposes of compiling. ## Macro System -Commonly used patterns in queries can be made into macros and reused. This can be used to make -complicated queries easy to read, and make the schema more discoverable. Currently we have one -kind of macros, macro edges. ### Macro Edges Macro edges define a new edge in the schema by specifying how to compute it. @@ -1327,7 +1324,7 @@ As an example, consider the following query: } } ``` -Let's introduce a macro for `out_Animal_GrandparentOf` and simplify our query: +Let's introduce the `out_Animal_GrandparentOf` macro to simplify our query: ```graphql { Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { @@ -1371,7 +1368,7 @@ Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { } ``` -Macro definitions and macro uses are type checked. If a macro is invalid, or is used incorrectly, +Macro definitions and macro uses are type checked. If a macro is invalid or is used incorrectly, the macro system will complain, rather than create an invalid query. #### Constraints for macro definitions @@ -1410,7 +1407,7 @@ def example(schema, type_equivalence_hints): } }''' macro_args = {} - macros.register_macro_edge(macro_registry, macro_graphq, macro_args) + macros.register_macro_edge(macro_registry, macro_graphql, macro_args) # Use our macro registry in a query query = '''{ @@ -1424,7 +1421,7 @@ def example(schema, type_equivalence_hints): args = {} expanded_query, new_args = macros.perform_macro_expansion(macro_registry, query, args) - # Verify + # Verify that macro expansion worked print(expanded_query) # Prints out the following query: # { From 8de182c09371eb9f67af89d13e2fc8334b9a3ad0 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Thu, 16 May 2019 15:44:27 -0400 Subject: [PATCH 49/91] Add example with macro runtime parameters --- README.md | 22 +++++++++++++++++----- 1 file changed, 17 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index cf184af11..cfc5bb989 100644 --- a/README.md +++ b/README.md @@ -1367,6 +1367,9 @@ Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { } } ``` +Macro edges can also use runtime parameters. The values for the parameters are provided when +the macro is registered, and not when it is used. See the section below to see how to use +runtime parameters. Macro definitions and macro uses are type checked. If a macro is invalid or is used incorrectly, the macro system will complain, rather than create an invalid query. @@ -1398,23 +1401,26 @@ def example(schema, type_equivalence_hints): # Add a macro to the registry macro_graphql = '''{ - Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + Animal @macro_edge_definition(name: "out_Animal_GrandchildrenCalledNate") { out_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$nate_name"]) + @macro_edge_target { uuid } } } }''' - macro_args = {} + macro_args = { + 'nate_name': 'Nate', + } macros.register_macro_edge(macro_registry, macro_graphql, macro_args) # Use our macro registry in a query query = '''{ Animal { name @output(out_name: "animal_name") - out_Animal_GrandparentOf { - name @output(out_name: "grandchild") + out_Animal_GrandchildrenCalledNate { + uuid @output(out_name: "grandchild") } } }''' @@ -1434,6 +1440,12 @@ def example(schema, type_equivalence_hints): # } # } # } + + print(new_args) + # Prints out the following: + # { + # 'nate_name': 'Nate' + # } ``` ## Miscellaneous From bdd74c6e5b25f86a753e2f63abcd0a4e4b4bc862 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Fri, 17 May 2019 13:13:38 -0400 Subject: [PATCH 50/91] Add code example --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cfc5bb989..18f9ab7ed 100644 --- a/README.md +++ b/README.md @@ -1380,7 +1380,8 @@ the macro system will complain, rather than create an invalid query. Additionally, these directives can only be used inside macro definitions. - The `@macro_edge_target` cannot be inside a `@fold` scope. - The `@macro_edge_target` cannot begin with a type coercion. If that is what you want, put -the `@macro_edge_target` on the type coercion itself, instead of before it. +the `@macro_edge_target` on the type coercion itself, instead of before it, like this: +`in_Entity_Related { ... on Entity @macro_edge_target {uuid} }`. - Macros cannot use `@output` or `@output_source`. #### Constraints for macro usage From c009b22450bb7749108f674b1f2d3ea06d20112b Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Fri, 17 May 2019 13:15:12 -0400 Subject: [PATCH 51/91] Edit example --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 18f9ab7ed..7a953224a 100644 --- a/README.md +++ b/README.md @@ -1381,7 +1381,7 @@ Additionally, these directives can only be used inside macro definitions. - The `@macro_edge_target` cannot be inside a `@fold` scope. - The `@macro_edge_target` cannot begin with a type coercion. If that is what you want, put the `@macro_edge_target` on the type coercion itself, instead of before it, like this: -`in_Entity_Related { ... on Entity @macro_edge_target {uuid} }`. +`in_Entity_Related { ... on Animal @macro_edge_target {uuid} }`. - Macros cannot use `@output` or `@output_source`. #### Constraints for macro usage From f9b7f72bfb05c9517726421a6acf39bfbc725601 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Fri, 17 May 2019 13:43:35 -0400 Subject: [PATCH 52/91] Address nits --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 7a953224a..9fc44fe70 100644 --- a/README.md +++ b/README.md @@ -1368,8 +1368,9 @@ Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { } ``` Macro edges can also use runtime parameters. The values for the parameters are provided when -the macro is registered, and not when it is used. See the section below to see how to use -runtime parameters. +the macro is registered, and not when it is used. See the section on +[using the macro registry](#using-the-macro-registry) for an example of how to use macros +with runtime parameters. Macro definitions and macro uses are type checked. If a macro is invalid or is used incorrectly, the macro system will complain, rather than create an invalid query. @@ -1428,7 +1429,6 @@ def example(schema, type_equivalence_hints): args = {} expanded_query, new_args = macros.perform_macro_expansion(macro_registry, query, args) - # Verify that macro expansion worked print(expanded_query) # Prints out the following query: # { From 6c3d6769a46df1516381cdfd54857e422d18ba63 Mon Sep 17 00:00:00 2001 From: Bojan Serafimov Date: Mon, 20 May 2019 16:27:54 -0400 Subject: [PATCH 53/91] Isort --- graphql_compiler/compiler/compiler_frontend.py | 8 ++++---- graphql_compiler/compiler/filters.py | 4 ++-- graphql_compiler/compiler/ir_lowering_match/utils.py | 2 +- graphql_compiler/tests/test_helpers.py | 4 ++-- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index b0331b0e7..5e2c78b49 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -86,10 +86,10 @@ ) from .filters import process_filter_directive from .helpers import ( - FoldScopeLocation, Location, get_directive_argument_name, - get_edge_direction_and_name, get_field_type_from_schema, get_uniquely_named_objects_by_name, - get_vertex_field_type, invert_dict, is_tag_argument, is_vertex_field_name, - strip_non_null_from_type, validate_output_name, validate_safe_string + FoldScopeLocation, Location, get_directive_argument_name, get_edge_direction_and_name, + get_field_type_from_schema, get_uniquely_named_objects_by_name, get_vertex_field_type, + invert_dict, is_tag_argument, strip_non_null_from_type, validate_output_name, + validate_safe_string ) from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo, TagInfo diff --git a/graphql_compiler/compiler/filters.py b/graphql_compiler/compiler/filters.py index 24063c748..59fa03117 100644 --- a/graphql_compiler/compiler/filters.py +++ b/graphql_compiler/compiler/filters.py @@ -9,8 +9,8 @@ from ..exceptions import GraphQLCompilationError, GraphQLValidationError from ..schema import is_vertex_field_name from .helpers import ( - get_uniquely_named_objects_by_name, is_tag_argument, is_variable_argument, is_vertex_field_name, - is_vertex_field_type, strip_non_null_from_type, validate_safe_string + get_uniquely_named_objects_by_name, is_tag_argument, is_variable_argument, is_vertex_field_type, + strip_non_null_from_type, validate_safe_string ) from .metadata import FilterInfo diff --git a/graphql_compiler/compiler/ir_lowering_match/utils.py b/graphql_compiler/compiler/ir_lowering_match/utils.py index 40b3d4921..9c987850a 100644 --- a/graphql_compiler/compiler/ir_lowering_match/utils.py +++ b/graphql_compiler/compiler/ir_lowering_match/utils.py @@ -10,7 +10,7 @@ BinaryComposition, Expression, GlobalContextField, Literal, LocalField, NullLiteral, TrueLiteral, UnaryTransformation, ZeroLiteral ) -from ..helpers import get_only_element_from_collection, is_vertex_field_name +from ..helpers import get_only_element_from_collection def convert_coerce_type_to_instanceof_filter(coerce_type_block): diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 39e2fd84d..9fbb0ffa0 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -3,7 +3,7 @@ from pprint import pformat import re -from graphql import GraphQLID, parse +from graphql import parse from graphql.utils.build_ast_schema import build_ast_schema import six @@ -11,9 +11,9 @@ from ..compiler.subclass import compute_subclass_sets from ..debugging_utils import pretty_print_gremlin, pretty_print_match from ..macros import create_macro_registry, register_macro_edge +from ..query_formatting.graphql_formatting import pretty_print_graphql from ..schema_generation.schema_graph import SchemaGraph from ..schema_generation.utils import ORIENTDB_SCHEMA_RECORDS_QUERY -from ..query_formatting.graphql_formatting import pretty_print_graphql # The strings which we will be comparing have newlines and spaces we'd like to get rid of, From 3472b1596bf35bcbbb0815ec8269a86fdd3c01af Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 21 May 2019 11:05:30 -0400 Subject: [PATCH 54/91] Macro tag names (#281) * Implement tag renaming * Add comment * Fix lint * Fix disambiguation * Address comments * Write better docstrings * Clarify that argument is not mutated * Document that same object is returned * Fix docstrings * Clarify code and error messages * Add format in error --- graphql_compiler/macros/macro_edge/helpers.py | 207 +++++++++++++++++- graphql_compiler/macros/macro_expansion.py | 25 ++- .../tests/test_macro_expansion.py | 1 - 3 files changed, 220 insertions(+), 13 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index 4159da2c1..f73606f62 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -1,10 +1,17 @@ # Copyright 2019-present Kensho Technologies, LLC. from copy import copy -from graphql.language.ast import Field, InlineFragment, OperationDefinition, SelectionSet +from graphql.language.ast import ( + Argument, Field, InlineFragment, ListValue, Name, OperationDefinition, SelectionSet, + StringValue +) from ...ast_manipulation import get_ast_field_name -from ...compiler.helpers import get_field_type_from_schema, get_vertex_field_type +from ...compiler.helpers import ( + get_field_type_from_schema, get_parameter_name, get_vertex_field_type, is_runtime_parameter, + is_tagged_parameter +) +from ...schema import FilterDirective, TagDirective from ..macro_edge.directives import MacroEdgeTargetDirective @@ -53,6 +60,195 @@ def get_directives_for_ast(ast): return result +def get_all_tag_names(ast): + """Return a set of strings containing tag names that appear in the query. + + Args: + ast: GraphQL query AST object + + Returns: + set of strings containing tag names that appear in the query + """ + return { + # Schema validation has ensured this exists + directive.arguments[0].value.value + for ast, directive in _yield_ast_nodes_with_directives(ast) + if directive.name.value == TagDirective.name + } + + +def _replace_tag_names_in_tag_directive(name_change_map, tag_directive): + """Return the new directive, and whether it is different from the old. + + Args: + name_change_map: Dict[str, str] mapping tag names to new names + tag_directive: GraphQL library tag directive whose name is in the name_change_map. + This ast is not mutated. + + Returns: + tuple containing: + - GraphQL library directive, equivalent to the input one, with its name changed + according to the name_change_map + - bool, whether the output is different from the input + """ + # Schema validation has ensured this exists + current_name = tag_directive.arguments[0].value.value + new_name = name_change_map[current_name] + renamed_tag_directive = copy(tag_directive) + renamed_tag_directive.arguments = [Argument(Name('tag_name'), StringValue(new_name))] + return renamed_tag_directive, new_name != current_name + + +def _replace_tag_names_in_filter_directive(name_change_map, filter_directive, ast): + """Return the new directive, and whether it is different from the old. + + Args: + name_change_map: Dict[str, str] mapping tag names to new names + filter_directive: GraphQL library filter directive that potentially uses tagged parameters. + all such tagged parameters should be in the name_change_map. This + directive is not mutated. + ast: Ast where the filter directive was found. Only used for context in error messages. + + Returns: + tuple containing: + - GraphQL library directive, equivalent to the input one, with any tagged parameters it + uses replaced according to the name_change_map + - bool, whether the output is different from the input + """ + made_changes = False + filter_with_renamed_args = copy(filter_directive) + filter_with_renamed_args.arguments = [] + for argument in filter_directive.arguments: + if argument.name.value == 'op_name': + filter_with_renamed_args.arguments.append(argument) + elif argument.name.value == 'value': + new_value_list = [] + for value in argument.value.values: + parameter = value.value + if is_tagged_parameter(parameter): + current_name = get_parameter_name(parameter) + new_name = name_change_map[current_name] + if new_name != current_name: + made_changes = True + new_value_list.append(StringValue('%' + new_name)) + elif is_runtime_parameter(parameter): + new_value_list.append(value) + else: + raise AssertionError(u'Parameter {} used in directive {} is expected to ' + u'be a tagged parameter (starting with %) or a runtime ' + u'parameter (starting with $), but it was neither. {}' + .format(parameter, filter_directive, ast)) + filter_with_renamed_args.arguments.append( + Argument(Name('value'), value=ListValue(new_value_list))) + else: + raise AssertionError(u'Unknown argument name {} in filter {}: {}' + .format(argument.name.value, filter_directive, ast)) + return filter_with_renamed_args, made_changes + + +def _replace_tag_names_at_current_node(name_change_map, ast): + """Return directives with tag names replaced according to the name_change_map. + + Args: + name_change_map: Dict[str, str] mapping all tag names in the ast to new names + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + whose directives we want to replace tag names in. This ast is not mutated. + + Returns: + tuple containing: + - list of directives equivalent to the ones in the input ast, with all tag names replaced + according to the name_change_map. + - bool, whether the output is different from the input + """ + # Rename tag names in @tag and @filter directives, and record if we made changes + made_changes = False + new_directives = [] + for directive in ast.directives: + if directive.name.value == TagDirective.name: + renamed_tag_directive, made_changes_to_tag = _replace_tag_names_in_tag_directive( + name_change_map, directive) + made_changes = made_changes or made_changes_to_tag + new_directives.append(renamed_tag_directive) + elif directive.name.value == FilterDirective.name: + filter_with_renamed_args, made_changes_to_filter = ( + _replace_tag_names_in_filter_directive(name_change_map, directive, ast)) + made_changes = made_changes or made_changes_to_filter + new_directives.append(filter_with_renamed_args) + else: + new_directives.append(directive) + return new_directives, made_changes + + +def replace_tag_names(name_change_map, ast): + """Return a new ast with tag names replaced according to the name_change_map. + + Args: + name_change_map: Dict[str, str] mapping all tag names in the ast to new names + ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition + This ast is not mutated. + + Returns: + GraphQL library AST object, equivalent to the input one, with all tag names replaced + according to the name_change_map. If no changes were made, this is the same object + as the input. + """ + if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): + return ast + + made_changes = False + + # Recurse + new_selection_set = None + if ast.selection_set is not None: + new_selections = [] + for selection_ast in ast.selection_set.selections: + new_selection_ast = replace_tag_names(name_change_map, selection_ast) + + if selection_ast is not new_selection_ast: + # Since we did not get the exact same object as the input, changes were made. + # That means this call will also need to make changes and return a new object. + made_changes = True + + new_selections.append(new_selection_ast) + new_selection_set = SelectionSet(new_selections) + + # Process the current node + new_directives, made_changes_at_this_node = _replace_tag_names_at_current_node( + name_change_map, ast) + made_changes = made_changes or made_changes_at_this_node + + if not made_changes: + # We didn't change anything, return the original input object. + return ast + + new_ast = copy(ast) + new_ast.selection_set = new_selection_set + new_ast.directives = new_directives + return new_ast + + +def generate_disambiguations(existing_names, new_names): + """Return a dict mapping the new names to similar names not conflicting with existing names. + + Args: + existing_names: set of strings, the names that are already taken + new_names: set of strings, the names that might coincide with exisitng names + + Returns: + dict mapping the new names to other unique names not present in existing_names + """ + name_mapping = dict() + for name in new_names: + # We try adding different suffixes to disambiguate from the existing names. + disambiguation = name + index = 0 + while disambiguation in existing_names or disambiguation in name_mapping: + disambiguation = '{}_macro_edge_{}'.format(name, index) + index += 1 + name_mapping[name] = disambiguation + return name_mapping + + def remove_directives_from_ast(ast, directive_names_to_omit): """Return an equivalent AST to the input, but with instances of the named directives omitted. @@ -70,7 +266,7 @@ def remove_directives_from_ast(ast, directive_names_to_omit): made_changes = False - new_selections = None + new_selection_set = None if ast.selection_set is not None: new_selections = [] for selection_ast in ast.selection_set.selections: @@ -82,6 +278,7 @@ def remove_directives_from_ast(ast, directive_names_to_omit): made_changes = True new_selections.append(new_selection_ast) + new_selection_set = SelectionSet(new_selections) directives_to_keep = [ directive @@ -96,7 +293,7 @@ def remove_directives_from_ast(ast, directive_names_to_omit): return ast new_ast = copy(ast) - new_ast.selection_set = SelectionSet(new_selections) + new_ast.selection_set = new_selection_set new_ast.directives = directives_to_keep return new_ast @@ -111,7 +308,7 @@ def find_target_and_copy_path_to_it(ast): ast: GraphQL library AST object Returns: - pair containing: + tuple containing: - GraphQL library AST object equal to the input. Objects on the path to the @target directive are shallow copied. - GraphQL library AST object at the @target directive of the resulting AST, or None diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 5c4d3b540..769fb8c0e 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -12,7 +12,10 @@ from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.helpers import find_target_and_copy_path_to_it, get_type_at_macro_edge_target +from .macro_edge.helpers import ( + find_target_and_copy_path_to_it, generate_disambiguations, get_all_tag_names, + get_type_at_macro_edge_target, replace_tag_names +) def _merge_non_overlapping_dicts(merge_target, new_data): @@ -244,7 +247,7 @@ def _check_that_expansion_directives_are_supported(macro_edge_field): def _expand_macros_in_inner_ast(macro_registry, inherited_macro_edges, - current_schema_type, ast, query_args): + current_schema_type, ast, query_args, tag_names): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: @@ -255,6 +258,7 @@ class name -> (macro edge name -> MacroEdgeDescriptor) current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query + tag_names: set of names of tags currently in use. The set is mutated in this function. Returns: tuple (new_ast, new_graphql_args) containing a potentially-rewritten GraphQL AST object @@ -283,7 +287,7 @@ class name -> (macro edge name -> MacroEdgeDescriptor) vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( macro_registry, inherited_macro_edges, vertex_field_type, - selection_ast, new_query_args) + selection_ast, new_query_args, tag_names) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): @@ -292,9 +296,15 @@ class name -> (macro edge name -> MacroEdgeDescriptor) _check_that_expansion_directives_are_supported(selection_ast) macro_edge_descriptor = macro_edges_at_this_type[field_name] + # Sanitize the macro, making sure it doesn't use any taken tag names. + macro_tag_names = get_all_tag_names(macro_edge_descriptor.expansion_ast) + name_change_map = generate_disambiguations(tag_names, macro_tag_names) + tag_names.update(name_change_map.values()) + sanitized_macro_ast = replace_tag_names( + name_change_map, macro_edge_descriptor.expansion_ast) + new_selection_ast, extra_selections = _expand_specific_macro_edge( - schema, macro_edge_descriptor.expansion_ast, selection_ast, - subclass_sets=subclass_sets) + schema, sanitized_macro_ast, selection_ast, subclass_sets=subclass_sets) extra_selection_set = _merge_selection_sets( SelectionSet(extra_selections), extra_selection_set) @@ -311,7 +321,7 @@ class name -> (macro edge name -> MacroEdgeDescriptor) vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( macro_registry, inherited_macro_edges, vertex_field_type, - new_selection_ast, new_query_args) + new_selection_ast, new_query_args, tag_names) if new_selection_ast is not selection_ast: made_changes = True @@ -354,6 +364,7 @@ def expand_macros_in_query_ast(macro_registry, query_ast, query_args): base_start_type_name = get_ast_field_name(base_ast) query_type = macro_registry.schema_without_macros.get_query_type() base_start_type = query_type.fields[base_start_type_name].type + tag_names = get_all_tag_names(base_ast) # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: # class name -> (macro edge name -> MacroEdgeDescriptor) @@ -365,7 +376,7 @@ def expand_macros_in_query_ast(macro_registry, query_ast, query_args): macro_registry.macro_edges[superclass]) new_base_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, inherited_macro_edges, base_start_type, base_ast, query_args) + macro_registry, inherited_macro_edges, base_start_type, base_ast, query_args, tag_names) if new_base_ast is base_ast: # No macro expansion happened. diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 201b9800f..47f433baf 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -409,7 +409,6 @@ def test_macro_edge_arguments(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_tag_collision(self): query = '''{ Animal { From e9a82b0ee8b656913415c455c176781f5f5d44c2 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 21 May 2019 14:01:45 -0400 Subject: [PATCH 55/91] Remove stale test (#307) --- .../tests/test_macro_expansion_errors.py | 18 ------------------ 1 file changed, 18 deletions(-) diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index 2de80747c..d2c5fd0a6 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -1,8 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. import unittest -import pytest - from ..exceptions import GraphQLCompilationError, GraphQLValidationError from ..macros import perform_macro_expansion from .test_helpers import get_test_macro_registry @@ -89,22 +87,6 @@ def test_macro_edge_nonexistent(self): with self.assertRaises(GraphQLValidationError): perform_macro_expansion(self.macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') - def test_macro_edge_target_on_union_type(self): - query = '''{ - Animal @macro_edge_definition(name: "out_Animal_RelatedEvent") { - in_Entity_Related @macro_edge_target { - ... on Event { - uuid - } - } - } - }''' - args = {} - - with self.assertRaises(GraphQLCompilationError): - perform_macro_expansion(self.macro_registry, query, args) - def test_incorrect_schema_usage(self): # Test with fields that don't exist in the schema query = '''{ From aefd4ec2970a6311e00ab7df41e9faca605f0bf4 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Thu, 23 May 2019 14:36:36 -0400 Subject: [PATCH 56/91] Add Macro edge allowed/disallowed/required directive lists to directives.py --- .../macros/macro_edge/directives.py | 27 +++++++++++++++- .../macros/macro_edge/validation.py | 32 ++++++------------- 2 files changed, 36 insertions(+), 23 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index 060a5c632..257d7ffd9 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -5,6 +5,11 @@ DirectiveLocation, GraphQLArgument, GraphQLDirective, GraphQLNonNull, GraphQLString ) +from ...schema import ( + FilterDirective, OptionalDirective, OutputDirective, OutputSourceDirective, RecurseDirective, + TagDirective +) + MacroEdgeDirective = GraphQLDirective( name='macro_edge', @@ -36,9 +41,29 @@ ], ) - +# Directives reserved for macro edges MACRO_EDGE_DIRECTIVES = ( MacroEdgeDirective, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective, ) + +# Directives required present in a macro edge definition +MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES = frozenset({ + MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective +}) + +# Directives tolerated without restrictions within a macro edge definition +MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES = frozenset({ + FilterDirective.name, + TagDirective.name, + OptionalDirective.name, + RecurseDirective.name, +}) + +# Directives forbidden within a macro edge definition +MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES = frozenset({ + OutputDirective.name, + OutputSourceDirective.name, +}) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 616c7bee7..bc1b20f31 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -15,12 +15,11 @@ from ...compiler.compiler_frontend import ast_to_ir from ...exceptions import GraphQLInvalidMacroError from ...query_formatting.common import ensure_arguments_are_provided -from ...schema import ( - VERTEX_FIELD_PREFIXES, FilterDirective, FoldDirective, OptionalDirective, OutputDirective, - OutputSourceDirective, RecurseDirective, TagDirective, is_vertex_field_name -) +from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective + MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES, MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES, + MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -38,12 +37,10 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) - required_macro_directives = (MacroEdgeDefinitionDirective, MacroEdgeTargetDirective) - # pylint: disable=protected-access schema_with_macro_directives = copy(schema) schema_with_macro_directives._directives = list(chain( - schema_with_macro_directives._directives, required_macro_directives)) + schema_with_macro_directives._directives, MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES)) # pylint: enable=protected-access validation_errors = validate(schema_with_macro_directives, ast) @@ -51,7 +48,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): raise GraphQLInvalidMacroError( u'Macro edge failed validation: {}'.format(validation_errors)) - for directive_definition in required_macro_directives: + for directive_definition in MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES: macro_data = macro_directives.get(directive_definition.name, None) if not macro_data: raise GraphQLInvalidMacroError( @@ -78,22 +75,13 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): inside_fold_scope: bool, whether the subtree is within a @fold scope """ subselection_inside_fold_scope = inside_fold_scope - directives_with_no_restrictions = frozenset({ - FilterDirective.name, - TagDirective.name, - OptionalDirective.name, - RecurseDirective.name, - MacroEdgeDefinitionDirective.name, - }) - disallowed_directives = frozenset({ - OutputDirective.name, - OutputSourceDirective.name, - }) for directive in ast.directives: name = directive.name.value - if name in directives_with_no_restrictions: + if name in MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES: + pass + elif name == MacroEdgeDefinitionDirective.name: pass - elif name in disallowed_directives: + elif name in MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES: raise GraphQLInvalidMacroError(u'Macros are not allowed to use the {} directive. ' u'Found usage {}'.format(name, directive)) elif name == FoldDirective.name: From 23a8ab04e020a48472e3196d8f315fea93b32fb3 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Thu, 23 May 2019 14:37:02 -0400 Subject: [PATCH 57/91] Nit --- graphql_compiler/macros/macro_edge/validation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index bc1b20f31..e185fdee7 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -63,7 +63,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): def _validate_macro_ast_directives(ast, inside_fold_scope=False): - """Check that the macro is using non-macro direcives properly. + """Check that the macro is using non-macro directives properly. Restrictions on use of directives: - @output and @output_source are disallowed From 840100c53f90dc45764f6c596e5519e737b02a25 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Thu, 23 May 2019 14:37:02 -0400 Subject: [PATCH 58/91] Nit --- .../macros/macro_edge/directives.py | 15 +++----------- .../macros/macro_edge/validation.py | 20 ++++++++----------- 2 files changed, 11 insertions(+), 24 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index 257d7ffd9..adfdbead8 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -5,10 +5,7 @@ DirectiveLocation, GraphQLArgument, GraphQLDirective, GraphQLNonNull, GraphQLString ) -from ...schema import ( - FilterDirective, OptionalDirective, OutputDirective, OutputSourceDirective, RecurseDirective, - TagDirective -) +from ...schema import FilterDirective, OptionalDirective, RecurseDirective, TagDirective MacroEdgeDirective = GraphQLDirective( @@ -49,21 +46,15 @@ ) # Directives required present in a macro edge definition -MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES = frozenset({ +DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION = frozenset({ MacroEdgeDefinitionDirective, MacroEdgeTargetDirective }) # Directives tolerated without restrictions within a macro edge definition -MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES = frozenset({ +DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION = frozenset({ FilterDirective.name, TagDirective.name, OptionalDirective.name, RecurseDirective.name, }) - -# Directives forbidden within a macro edge definition -MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES = frozenset({ - OutputDirective.name, - OutputSourceDirective.name, -}) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index bc1b20f31..48dd139bf 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -17,9 +17,8 @@ from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES, MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES, - MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, - MacroEdgeTargetDirective + DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, + MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -40,7 +39,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): # pylint: disable=protected-access schema_with_macro_directives = copy(schema) schema_with_macro_directives._directives = list(chain( - schema_with_macro_directives._directives, MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES)) + schema_with_macro_directives._directives, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION)) # pylint: enable=protected-access validation_errors = validate(schema_with_macro_directives, ast) @@ -48,7 +47,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): raise GraphQLInvalidMacroError( u'Macro edge failed validation: {}'.format(validation_errors)) - for directive_definition in MACRO_EDGE_DEFINITION_REQUIRED_DIRECTIVES: + for directive_definition in DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION: macro_data = macro_directives.get(directive_definition.name, None) if not macro_data: raise GraphQLInvalidMacroError( @@ -63,7 +62,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): def _validate_macro_ast_directives(ast, inside_fold_scope=False): - """Check that the macro is using non-macro direcives properly. + """Check that the macro is using non-macro directives properly. Restrictions on use of directives: - @output and @output_source are disallowed @@ -77,13 +76,10 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): subselection_inside_fold_scope = inside_fold_scope for directive in ast.directives: name = directive.name.value - if name in MACRO_EDGE_DEFINITION_ALLOWED_DIRECTIVES: + if name in DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION: pass elif name == MacroEdgeDefinitionDirective.name: pass - elif name in MACRO_EDGE_DEFINITION_DISALLOWED_DIRECTIVES: - raise GraphQLInvalidMacroError(u'Macros are not allowed to use the {} directive. ' - u'Found usage {}'.format(name, directive)) elif name == FoldDirective.name: subselection_inside_fold_scope = True elif name == MacroEdgeTargetDirective.name: @@ -100,8 +96,8 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): u'with a coercion. Please put the directive on' u'the coercion block itself.') else: - raise AssertionError(u'Unexpected directive name found: {} {}' - .format(directive.name.value, directive)) + raise GraphQLInvalidMacroError(u'Unexpected directive name found: {} {}' + .format(directive.name.value, directive)) if isinstance(ast, (Field, InlineFragment, OperationDefinition)): if ast.selection_set is not None: From 344f4d5f42791c5139ed258dae20d846ccf01e0c Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Fri, 24 May 2019 10:43:23 -0400 Subject: [PATCH 59/91] Address comments, Validator compares directives - Address inconsistent directive lists. - _validate_macro_ast_directives compares directives (incl. args/location) fully --- graphql_compiler/macros/macro_edge/directives.py | 13 +++++++------ graphql_compiler/macros/macro_edge/validation.py | 11 +++++------ 2 files changed, 12 insertions(+), 12 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index adfdbead8..3e3e5e740 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -51,10 +51,11 @@ MacroEdgeTargetDirective }) -# Directives tolerated without restrictions within a macro edge definition -DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION = frozenset({ - FilterDirective.name, - TagDirective.name, - OptionalDirective.name, - RecurseDirective.name, +# Directives (excluding MACRO_EDGE_DIRECTIVES) tolerated without restrictions within a macro +# edge definition +DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION = frozenset({ + FilterDirective, + TagDirective, + OptionalDirective, + RecurseDirective, }) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 48dd139bf..1ef4827e4 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -17,7 +17,7 @@ from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, + DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -75,14 +75,13 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): """ subselection_inside_fold_scope = inside_fold_scope for directive in ast.directives: - name = directive.name.value - if name in DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION: + if directive in DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION: pass - elif name == MacroEdgeDefinitionDirective.name: + elif directive == MacroEdgeDefinitionDirective: pass - elif name == FoldDirective.name: + elif directive == FoldDirective: subselection_inside_fold_scope = True - elif name == MacroEdgeTargetDirective.name: + elif directive == MacroEdgeTargetDirective: if inside_fold_scope: raise GraphQLInvalidMacroError( u'The @macro_edge_target cannot be inside a fold scope.') From aabdaba13aa1b29a8da17479e81222faa604f8a3 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Fri, 24 May 2019 10:58:53 -0400 Subject: [PATCH 60/91] Revert directive comparison including args, location As _validate_macro_ast_directives receives instances of directives being used, args and location differed, causing issues during testing. I reverted this change. --- graphql_compiler/macros/macro_edge/validation.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 1ef4827e4..e48d9a63b 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -74,14 +74,18 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): inside_fold_scope: bool, whether the subtree is within a @fold scope """ subselection_inside_fold_scope = inside_fold_scope + optional_directive_names = [directive.name for directive in + DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION] + for directive in ast.directives: - if directive in DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION: + name = directive.name.value + if name in optional_directive_names: pass - elif directive == MacroEdgeDefinitionDirective: + elif name == MacroEdgeDefinitionDirective.name: pass - elif directive == FoldDirective: + elif name == FoldDirective.name: subselection_inside_fold_scope = True - elif directive == MacroEdgeTargetDirective: + elif name == MacroEdgeTargetDirective.name: if inside_fold_scope: raise GraphQLInvalidMacroError( u'The @macro_edge_target cannot be inside a fold scope.') @@ -96,7 +100,7 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): u'the coercion block itself.') else: raise GraphQLInvalidMacroError(u'Unexpected directive name found: {} {}' - .format(directive.name.value, directive)) + .format(name, directive)) if isinstance(ast, (Field, InlineFragment, OperationDefinition)): if ast.selection_set is not None: From 4c0da02f33d8b16973296e0341d21f56f07b1c9e Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Fri, 24 May 2019 12:53:55 -0400 Subject: [PATCH 61/91] Rename optional directive list to better reflect usage --- graphql_compiler/macros/macro_edge/directives.py | 2 +- graphql_compiler/macros/macro_edge/validation.py | 10 ++++++---- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index 3e3e5e740..a870cee2a 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -53,7 +53,7 @@ # Directives (excluding MACRO_EDGE_DIRECTIVES) tolerated without restrictions within a macro # edge definition -DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION = frozenset({ +OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION = frozenset({ FilterDirective, TagDirective, OptionalDirective, diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index e48d9a63b..33d488e52 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -17,8 +17,9 @@ from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, - MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective + DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, + OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -74,8 +75,9 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): inside_fold_scope: bool, whether the subtree is within a @fold scope """ subselection_inside_fold_scope = inside_fold_scope - optional_directive_names = [directive.name for directive in - DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION] + optional_directive_names = [directive.name + for directive in + OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION] for directive in ast.directives: name = directive.name.value From 5dca5673d94e407ae8c0ebb7f1ef5e37d999bb26 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Fri, 24 May 2019 13:48:24 -0400 Subject: [PATCH 62/91] Address comments, replace OPTIONAL_UNRESTRICTED directive list with just OPTIONAL --- .../macros/macro_edge/directives.py | 9 ++++--- .../macros/macro_edge/validation.py | 26 +++++++++---------- 2 files changed, 18 insertions(+), 17 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index a870cee2a..1fd30274e 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -5,7 +5,9 @@ DirectiveLocation, GraphQLArgument, GraphQLDirective, GraphQLNonNull, GraphQLString ) -from ...schema import FilterDirective, OptionalDirective, RecurseDirective, TagDirective +from ...schema import ( + FilterDirective, FoldDirective, OptionalDirective, RecurseDirective, TagDirective +) MacroEdgeDirective = GraphQLDirective( @@ -51,9 +53,10 @@ MacroEdgeTargetDirective }) -# Directives (excluding MACRO_EDGE_DIRECTIVES) tolerated without restrictions within a macro +# Directives (excluding MACRO_EDGE_DIRECTIVES) allowed within a macro # edge definition -OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION = frozenset({ +DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION = frozenset({ + FoldDirective, FilterDirective, TagDirective, OptionalDirective, diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 33d488e52..da85432bb 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -17,9 +17,8 @@ from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, - OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDefinitionDirective, - MacroEdgeTargetDirective + DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, + MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -75,17 +74,19 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): inside_fold_scope: bool, whether the subtree is within a @fold scope """ subselection_inside_fold_scope = inside_fold_scope - optional_directive_names = [directive.name - for directive in - OPTIONAL_DIRECTIVES_UNRESTRICTED_IN_MACRO_EDGE_DEFINITION] + allowed_directive_names = frozenset({ + directive.name + for directive in frozenset.union(DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, + DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION) + }) for directive in ast.directives: name = directive.name.value - if name in optional_directive_names: - pass - elif name == MacroEdgeDefinitionDirective.name: - pass - elif name == FoldDirective.name: + if name not in allowed_directive_names: + raise GraphQLInvalidMacroError(u'Unexpected directive name found: {} {}' + .format(name, directive)) + + if name == FoldDirective.name: subselection_inside_fold_scope = True elif name == MacroEdgeTargetDirective.name: if inside_fold_scope: @@ -100,9 +101,6 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): raise GraphQLInvalidMacroError(u'The @macro_edge_target cannot begin directly' u'with a coercion. Please put the directive on' u'the coercion block itself.') - else: - raise GraphQLInvalidMacroError(u'Unexpected directive name found: {} {}' - .format(name, directive)) if isinstance(ast, (Field, InlineFragment, OperationDefinition)): if ast.selection_set is not None: From d0af3f604b4039a282825a36bc033131b3eb759d Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Fri, 24 May 2019 14:50:32 -0400 Subject: [PATCH 63/91] Add allowed directive list, remove optional directive list --- graphql_compiler/macros/macro_edge/directives.py | 9 +++++---- graphql_compiler/macros/macro_edge/validation.py | 9 ++++----- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index 1fd30274e..b1daa4485 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -53,12 +53,13 @@ MacroEdgeTargetDirective }) -# Directives (excluding MACRO_EDGE_DIRECTIVES) allowed within a macro -# edge definition -DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION = frozenset({ +# Directives allowed within a macro edge definition +DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION = frozenset({ FoldDirective, FilterDirective, - TagDirective, + MacroEdgeDefinitionDirective, + MacroEdgeTargetDirective, OptionalDirective, + TagDirective, RecurseDirective, }) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index da85432bb..bc9e294ed 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -17,7 +17,7 @@ from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .directives import ( - DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, + DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) from .helpers import get_directives_for_ast, remove_directives_from_ast @@ -74,15 +74,14 @@ def _validate_macro_ast_directives(ast, inside_fold_scope=False): inside_fold_scope: bool, whether the subtree is within a @fold scope """ subselection_inside_fold_scope = inside_fold_scope - allowed_directive_names = frozenset({ + names_of_allowed_directives = frozenset({ directive.name - for directive in frozenset.union(DIRECTIVES_OPTIONAL_IN_MACRO_EDGE_DEFINITION, - DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION) + for directive in DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION }) for directive in ast.directives: name = directive.name.value - if name not in allowed_directive_names: + if name not in names_of_allowed_directives: raise GraphQLInvalidMacroError(u'Unexpected directive name found: {} {}' .format(name, directive)) From e33e954905d1b8ef1792c4b5b84e37821303e912 Mon Sep 17 00:00:00 2001 From: Vladimir Maksimovski Date: Wed, 29 May 2019 13:52:27 -0400 Subject: [PATCH 64/91] Schema for macro definitions (#319) * Schema for macro definitions generator * Fix lint issues * Add partial tests, remove precondition in __init__ * Add unimplemented flag to test * Add precondition to get_schema_for_macro_definition * Add precondition to schema_for_macro_definition, add validation testing * Nit * Remove precondition, error reporting for nondefault directives * Update schema_for_macro_definition documentation, and error reporting * Inline include_required and exclude_disallowed directives in macro definitions * Nit * Address comments, import default graphql directives * Nit * Fix nit --- graphql_compiler/macros/__init__.py | 31 ++- .../macros/macro_edge/directives.py | 4 +- graphql_compiler/schema.py | 17 ++ graphql_compiler/tests/test_helpers.py | 180 +++++++++--------- graphql_compiler/tests/test_macro_schema.py | 38 +++- 5 files changed, 170 insertions(+), 100 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 29bc48c3c..0f9e1ef52 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,5 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple +from copy import copy import six from graphql.language.ast import (FieldDefinition, Name, NamedType, @@ -14,7 +15,9 @@ from ..ast_manipulation import safe_parse_graphql from .macro_edge import make_macro_edge_descriptor from .macro_edge.helpers import get_type_at_macro_edge_target -from .macro_edge.directives import MacroEdgeDirective +from .macro_edge.directives import (MacroEdgeDirective, DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, + DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION) +from ..schema import _check_for_nondefault_directive_names from .macro_expansion import expand_macros_in_query_ast from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError @@ -166,17 +169,35 @@ def get_schema_with_macros(macro_registry): def get_schema_for_macro_definition(schema): """Returns a schema with macro directives. + Preconditions: + 1. All compiler-supported and graphql-default directives have their default behavior. + This returned schema can be used to validate macro definitions, and support GraphQL - macro editors, enabling them to autocomplete one the @macro_edge_definition and - @macro_edge_target directives. + macro editors, enabling them to autocomplete on the @macro_edge_definition and + @macro_edge_target directives. Some directives that are disallowed in macro edge definitions, + like @output and @output_source, will be removed from the directives list. Args: schema: GraphQLSchema over which we want to write macros Returns: - GraphQLSchema usable for writing macros + GraphQLSchema usable for writing macros. Modifying this schema is undefined behavior. + + Raises: + AssertionError, if the schema contains directive names that are non-default. """ - raise NotImplementedError() # TODO(bojanserafimov): Implement + macro_definition_schema = copy(schema) + macro_definition_schema_directives = schema.get_directives() + _check_for_nondefault_directive_names(macro_definition_schema_directives) + macro_definition_schema_directives += DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION + # Remove disallowed directives from directives list + macro_definition_schema_directives = list(set(macro_definition_schema_directives) & + set(DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION)) + + # pylint: disable=protected-access + macro_definition_schema._directives = macro_definition_schema_directives + # pylint: enable=protected-access + return macro_definition_schema def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index b1daa4485..114dfdf1c 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -57,9 +57,7 @@ DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION = frozenset({ FoldDirective, FilterDirective, - MacroEdgeDefinitionDirective, - MacroEdgeTargetDirective, OptionalDirective, TagDirective, RecurseDirective, -}) +}.union(DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION)) diff --git a/graphql_compiler/schema.py b/graphql_compiler/schema.py index 4c3fb677b..3bcc39a14 100644 --- a/graphql_compiler/schema.py +++ b/graphql_compiler/schema.py @@ -9,6 +9,7 @@ GraphQLInterfaceType, GraphQLList, GraphQLNonNull, GraphQLObjectType, GraphQLScalarType, GraphQLString ) +from graphql.type.directives import specified_directives import six @@ -349,3 +350,19 @@ def insert_meta_fields_into_existing_schema(graphql_schema): .format(meta_field_name)) type_obj.fields[meta_field_name] = meta_field + + +def _check_for_nondefault_directive_names(directives): + """Check if any user-created directives are present""" + # Include compiler-supported directives, and the default directives graphql defines. + expected_directive_names = { + directive.name + for directive in DIRECTIVES + tuple(specified_directives) + } + + directive_names = {directive.name for directive in directives} + + nondefault_directives_found = directive_names - expected_directive_names + if nondefault_directives_found != set(): + raise AssertionError(u'Unexpected non-default directives found: {}'.format( + nondefault_directives_found)) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 7e814ca77..93bb070d0 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -196,6 +196,95 @@ } ''' +VALID_MACROS_TEXT = [ + ('''{ + Entity @macro_edge_definition(name: "out_Entity_AlmostRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target{ + uuid + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_GrandchildrenCalledNate") { + out_Animal_ParentOf { + out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) + @macro_edge_target { + uuid + } + } + } + }''', { + 'wanted': 'Nate', + }), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RichSiblings") { + in_Animal_ParentOf { + net_worth @tag(tag_name: "parent_net_worth") + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%parent_net_worth"]) + } + } + } + }''', {}), + ('''{ + Location @macro_edge_definition(name: "out_Location_Orphans") { + in_Animal_LivesIn @macro_edge_target { + in_Animal_ParentOf @filter(op_name: "has_edge_degree", value: ["$num_parents"]) + @optional { + uuid + } + } + } + }''', { + 'num_parents': 0, + }), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { + net_worth @tag(tag_name: "net_worth") + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + in_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @filter(op_name: "<", value: ["%birthday"]) + } + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RelatedFood") { + in_Entity_Related { + ... on Food @macro_edge_target { + uuid + } + } + } + }''', {}), + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RelatedEntity") { + in_Entity_Related { + ... on Entity @macro_edge_target { + uuid + } + } + } + }''', {}), +] + def transform(emitted_output): """Transform emitted_output into a unique representation, regardless of lines / indentation.""" @@ -320,95 +409,6 @@ def get_empty_test_macro_registry(): def get_test_macro_registry(): """Return a MacroRegistry object containing macros used in tests.""" macro_registry = get_empty_test_macro_registry() - valid_macros = [ - ('''{ - Entity @macro_edge_definition(name: "out_Entity_AlmostRelated") { - out_Entity_Related { - out_Entity_Related @macro_edge_target{ - uuid - } - } - } - }''', {}), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { - out_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { - uuid - } - } - } - }''', {}), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_GrandchildrenCalledNate") { - out_Animal_ParentOf { - out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$wanted"]) - @macro_edge_target { - uuid - } - } - } - }''', { - 'wanted': 'Nate', - }), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_RichSiblings") { - in_Animal_ParentOf { - net_worth @tag(tag_name: "parent_net_worth") - out_Animal_ParentOf @macro_edge_target { - net_worth @filter(op_name: ">", value: ["%parent_net_worth"]) - } - } - } - }''', {}), - ('''{ - Location @macro_edge_definition(name: "out_Location_Orphans") { - in_Animal_LivesIn @macro_edge_target { - in_Animal_ParentOf @filter(op_name: "has_edge_degree", value: ["$num_parents"]) - @optional { - uuid - } - } - } - }''', { - 'num_parents': 0, - }), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { - net_worth @tag(tag_name: "net_worth") - out_Animal_BornAt { - event_date @tag(tag_name: "birthday") - } - in_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { - net_worth @filter(op_name: ">", value: ["%net_worth"]) - out_Animal_BornAt { - event_date @filter(op_name: "<", value: ["%birthday"]) - } - } - } - } - }''', {}), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_RelatedFood") { - in_Entity_Related { - ... on Food @macro_edge_target { - uuid - } - } - } - }''', {}), - ('''{ - Animal @macro_edge_definition(name: "out_Animal_RelatedEntity") { - in_Entity_Related { - ... on Entity @macro_edge_target { - uuid - } - } - } - }''', {}), - ] - - for graphql, args in valid_macros: + for graphql, args in VALID_MACROS_TEXT: register_macro_edge(macro_registry, graphql, args) return macro_registry diff --git a/graphql_compiler/tests/test_macro_schema.py b/graphql_compiler/tests/test_macro_schema.py index 865b0b517..2fd148552 100644 --- a/graphql_compiler/tests/test_macro_schema.py +++ b/graphql_compiler/tests/test_macro_schema.py @@ -3,9 +3,15 @@ from graphql.type import GraphQLList from graphql.utils.schema_printer import print_schema +from graphql.validation import validate -from ..macros import get_schema_with_macros -from .test_helpers import get_empty_test_macro_registry, get_test_macro_registry +from ..ast_manipulation import safe_parse_graphql +from ..macros import get_schema_for_macro_definition, get_schema_with_macros +from ..macros.macro_edge.directives import ( + DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION +) +from ..schema import OutputDirective, OutputSourceDirective +from .test_helpers import VALID_MACROS_TEXT, get_empty_test_macro_registry, get_test_macro_registry class MacroSchemaTests(unittest.TestCase): @@ -32,3 +38,31 @@ def test_get_schema_with_macros_basic(self): 'Animal').fields['out_Animal_RelatedFood'].type self.assertTrue(isinstance(related_food_target_type, GraphQLList)) self.assertEqual('Food', related_food_target_type.of_type.name) + + def test_get_schema_for_macro_definition_addition(self): + original_schema = self.macro_registry.schema_without_macros + macro_definition_schema = get_schema_for_macro_definition(original_schema) + for directive in DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION: + self.assertTrue(directive in macro_definition_schema.get_directives()) + + def test_get_schema_for_macro_definition_retain(self): + original_schema = self.macro_registry.schema_without_macros + macro_definition_schema = get_schema_for_macro_definition(original_schema) + for directive in original_schema.get_directives(): + if directive in DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION: + self.assertTrue(directive in macro_definition_schema.get_directives()) + + def test_get_schema_for_macro_definition_removal(self): + schema_with_macros = get_schema_with_macros(self.macro_registry) + macro_definition_schema = get_schema_for_macro_definition(schema_with_macros) + for directive in macro_definition_schema.get_directives(): + self.assertTrue(directive.name != OutputDirective.name) + self.assertTrue(directive.name != OutputSourceDirective.name) + + def test_get_schema_for_macro_definition_validation(self): + macro_definition_schema = get_schema_for_macro_definition( + self.macro_registry.schema_without_macros) + + for macro, _ in VALID_MACROS_TEXT: + macro_edge_definition_ast = safe_parse_graphql(macro) + validate(macro_definition_schema, macro_edge_definition_ast) From 01bfe47e57f5cb09d53baf04266432f3bf626706 Mon Sep 17 00:00:00 2001 From: Vlad Maksimovski Date: Wed, 29 May 2019 18:03:02 -0400 Subject: [PATCH 65/91] Add TODO where get_schema_for_macro_definition should be used --- graphql_compiler/macros/macro_edge/validation.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index bc9e294ed..9a3fbe523 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -36,6 +36,8 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) + # TODO(vlad): this should be replaced with get_schema_for_macro_definitions + # without creating circular dependencies. # pylint: disable=protected-access schema_with_macro_directives = copy(schema) schema_with_macro_directives._directives = list(chain( From f728a8a2a78ff4ce9cd11dc00d9f51ed232bacc1 Mon Sep 17 00:00:00 2001 From: unknown Date: Wed, 29 May 2019 20:22:55 -0400 Subject: [PATCH 66/91] Nit --- graphql_compiler/macros/macro_edge/validation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 9a3fbe523..c7575168d 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -36,7 +36,7 @@ def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): u'Unexpectedly found variable definitions at the top level of the GraphQL input. ' u'This is not supported. Variable definitions: {}'.format(ast.variable_definitions)) - # TODO(vlad): this should be replaced with get_schema_for_macro_definitions + # TODO(vlad): Replace with get_schema_for_macro_definitions # without creating circular dependencies. # pylint: disable=protected-access schema_with_macro_directives = copy(schema) From aa11a3697bce370cb62db5fd1235bbb782b6e4f8 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Tue, 11 Jun 2019 17:07:32 -0400 Subject: [PATCH 67/91] Merge master to macro system (#352) * Allow list types in RootSchemaQuery (#284) * Allow list types in RootSchemaQuery * Use list types in schema generation * Document common Docker Compose issue (#304) * Document common Docker Compose issue * Combine troubleshooting tips for MySQL/PostgreSQL * Add inheritance structure tuple (#301) * Added inheritance structure tuple * Fixed linter errors * Nit * Nits * Added missing class to comment example: * Move element linking to SchemaGraph (#308) * Add indexes (#312) * Added indexes to the SchemaGraph * Add additional index methods and remove type field * Nits * Nits * More nits * More nits * Changed all_indexes to indexes * Revert "Changed all_indexes to indexes" This reverts commit 44ffd0029660923258e2d8dc07ae778836b8d4f9. * Nit * Addressed code review comments * Prohibit null value ignoring for edge indexes * Fix typo * Stop overriding ignore_nulls for edge indexes to true * Fix typo * Refactor inheritance structure constructor (#314) * Add immediate superclasses dict * Make toposorting not use OrientDB constructs. * Refactored InheritanceStructure constructor * Move inheritance structure class and related methods * Fixed docstring * Added documentation for InheritanceStructure class * Nits * Return validation to its original place * Fix terminology * More nits * More nits * More nits * Re-add list coercion * Add indexes to test SchemaGraph (#315) * Add indexes to test SchemaGraph * Changed sets arguments to lists and remove is None check * Add output info to query metadata (#311) * Add output info to query metadata * Update explain info tests * Add output tests to explain_info * Remove context output * Add docstring metadata outputs property * Use query_metadta_table variable and name * Replace more names with query_metadata_table * Remove fold from OutputInfo * Change set input for list input (#318) * Fix index documentation (#321) * Fix index documentation * Nit * Refactor and clean up IR lowering code. Add common IR lowering module. (#324) * Refactor and clean up IR lowering code. Add common IR lowering operations module. * Delint. * Improve expression comment around null values. * Add defensive strip_non_null_from_type() call. * Find bug in match backend * Add a SchemaGraph section in the README.md (#326) * Add SchemaGraph documentation in the README.md file * Add SchemaGraph documentation in the README.md file * Nits * Nits * Nits * Nits * Fix heading sizes * Added SchemaGraph introduction * Simplify SchemaGraph section * Fix hyperlink to SchemaGraph section * Nits * Add index disclaimer * Nit * Ask question in comment * Improve getting started documentation (#323) * Improving schema autogeneration documentation * Fix README.md example * Nits * Fix typo * Fix step number * Revert testing config changes * Fix end-to-end example * Shorten README.md * Nit * Remove boilerplate database startup code * Fix typo * Communicate assumptions through code * Nits * Remove getting started section * Record the GraphQL type of LocalField expressions. Required to make progress on Cypher backend, since a lowering step there converts LocalField expressions into ContextField expressions. Prior to this commit, ContextField expressions include the GraphQL type of the field, whereas LocalField expressions do not, making that lowering step impossible to implement. * Delint. * Ignore properties with invalid names * Document MySQL installation issue * Update docstring. * Refactor graph_client to snapshot_graph_client for code clarity (#343) * Implement fix * Simplify integration test * Lint * Remove comment * Add comment * Resolve merge conflict * Delete references to non-existent non-graph interfaces * Address comments * Query cardinality estimation (#345) * Add query cost estimation (#317) * Add basic cost estimation * Add basic cost estimation tests * Add basic filter estimation tests * Add TODO for test SchemaGraph * Add more filter tests * Fix lint * Refactor cardinality estimation * Add filter selectivity tests * Add in_collection support to cardinality estimator * Document assumption for in_collection estimation * Add copyright line * Address comments * Delint * Change directory of test_cost_estimation to snapshot_tests * Delint * Revert merge * Reflect graph_client to snapshot_graph_client refactor from merge with master * Use INBOUND_EDGE_DIRECTION instead of EDGE_DESTINATION... * Nit * Merge OSX and Ubuntu MySQL sections * Nit * Address comments * Add not-contains filter operator (#349) * Create not-in-collection tests * Fix typos * Add gremlin query strings * Fix test cases for negation * Implement not-contains filter * Fix MATCH not-contains syntax * Add not-contains snapshot tests * Wrap all MATCH expressions in parentheses * Fix formatting nits * Relax tag filter constraint (#351) * Use TagInfo instead of context['tags'] * Add test for out of order tag and filter * Process tags before filters * Update readme * Add docstring * Fix comment * Remove initialization of context['tags'] * Resolve merge conflict --- README.md | 123 ++- TROUBLESHOOTING.md | 67 +- graphql_compiler/__init__.py | 2 +- .../compiler/compiler_frontend.py | 169 ++-- graphql_compiler/compiler/expressions.py | 41 +- graphql_compiler/compiler/filters.py | 144 ++- .../compiler/ir_lowering_common/__init__.py | 1 + .../common.py} | 14 +- .../ir_lowering_common/location_renaming.py | 67 ++ .../compiler/ir_lowering_gremlin/__init__.py | 10 +- .../ir_lowering_gremlin/ir_lowering.py | 98 +- .../compiler/ir_lowering_match/__init__.py | 12 +- .../ir_lowering_match/between_lowering.py | 28 +- .../compiler/ir_lowering_match/ir_lowering.py | 103 +-- .../ir_lowering_match/optional_traversal.py | 8 +- .../compiler/ir_lowering_match/utils.py | 26 +- graphql_compiler/compiler/ir_sanity_checks.py | 2 +- graphql_compiler/compiler/match_query.py | 2 +- graphql_compiler/compiler/metadata.py | 34 +- .../workarounds/orientdb_query_execution.py | 59 +- graphql_compiler/cost_estimation/__init__.py | 79 ++ .../cost_estimation/cardinality_estimator.py | 272 ++++++ .../filter_selectivity_utils.py | 140 +++ graphql_compiler/macros/macro_edge/helpers.py | 6 + graphql_compiler/macros/macro_expansion.py | 5 + .../schema_generation/graphql_schema.py | 60 +- .../orientdb/schema_graph_builder.py | 210 +++-- .../orientdb/schema_properties.py | 18 + .../schema_generation/orientdb/utils.py | 74 +- .../schema_generation/schema_graph.py | 267 +++++- .../tests/complex_nested_optionals_output.sql | 9 + graphql_compiler/tests/conftest.py | 2 +- .../test_backends_integration.py | 18 + .../snap_test_orientdb_match_query.py | 144 +-- .../snapshot_tests/test_cost_estimation.py | 847 ++++++++++++++++++ .../test_orientdb_match_query.py | 173 ++-- graphql_compiler/tests/test_compiler.py | 164 ++++ .../create_orientdb_integration.sql | 3 + graphql_compiler/tests/test_emit_output.py | 10 +- graphql_compiler/tests/test_explain_info.py | 213 ++++- graphql_compiler/tests/test_helpers.py | 28 +- graphql_compiler/tests/test_input_data.py | 88 ++ graphql_compiler/tests/test_ir_generation.py | 379 +++++--- graphql_compiler/tests/test_ir_lowering.py | 137 +-- .../tests/test_schema_generation.py | 315 +++++-- 45 files changed, 3667 insertions(+), 1004 deletions(-) create mode 100644 graphql_compiler/compiler/ir_lowering_common/__init__.py rename graphql_compiler/compiler/{ir_lowering_common.py => ir_lowering_common/common.py} (96%) create mode 100644 graphql_compiler/compiler/ir_lowering_common/location_renaming.py create mode 100644 graphql_compiler/cost_estimation/__init__.py create mode 100644 graphql_compiler/cost_estimation/cardinality_estimator.py create mode 100644 graphql_compiler/cost_estimation/filter_selectivity_utils.py create mode 100644 graphql_compiler/tests/snapshot_tests/test_cost_estimation.py diff --git a/README.md b/README.md index d3f7a286d..c87ad2b74 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ query languages. Furthermore, the GraphQL compiler validates queries through the use of a GraphQL schema that specifies the underlying schema of the database. We can currently autogenerate a -GraphQL schema by introspecting an OrientDB database, (see [Querying OrientDB with GraphQL](#querying-orientdb-with-graphql)). +GraphQL schema by introspecting an OrientDB database, (see [End to End Example](#end-to-end-example)). In the near future, we plan to add schema autogeneration from SQLAlchemy metadata as well. @@ -32,7 +32,7 @@ For a more detailed overview and getting started guide, please see ## Table of contents * [Features](#features) - * [Querying OrientDB with GraphQL](#querying-orientdb-with-graphql) + * [End to End Example](#end-to-end-example) * [Definitions](#definitions) * [Directives](#directives) * [@optional](#optional) @@ -68,6 +68,7 @@ For a more detailed overview and getting started guide, please see * [Pretty-Printing GraphQL Queries](#pretty-printing-graphql-queries) * [Expanding `@optional` vertex fields](#expanding-optional-vertex-fields) * [Optional `type_equivalence_hints` compilation parameter](#optional-type_equivalence_hints-parameter) + * [SchemaGraph](#schemagraph) * [FAQ](#faq) * [License](#license) @@ -79,27 +80,56 @@ For a more detailed overview and getting started guide, please see these databases. See the [SQL](#sql) section for more details. * **GraphQL Language Features:** We prioritized and implemented a subset of all functionality supported by the GraphQL language. We hope to add more functionality over time. -## Querying OrientDB with GraphQL -```python3 +## End-to-End Example +Even though this example specifically targets an OrientDB database, it is meant as a generic +end-to-end example of how to use the GraphQL compiler. + +```python +from graphql.utils.schema_printer import print_schema from graphql_compiler import ( get_graphql_schema_from_orientdb_schema_data, graphql_to_match ) from graphql_compiler.schema_generation.orientdb.utils import ORIENTDB_SCHEMA_RECORDS_QUERY -from graphql_compiler.tests.conftest import init_integration_graph_client - -# The following code is meant to serve as a mock example and will not run -# unless you are in the development environment outlined by CONTRIBUTING.md. - -# Step 1: Initialize dummy OrientDB database and get pyorient OrientDB client -client = init_integration_graph_client() -# Step 2: Generate GraphQL schema from queried OrientDB schema records +# Step 1: Get schema metadata from hypothetical Animals database. +client = your_function_that_returns_an_orientdb_client() schema_records = client.command(ORIENTDB_SCHEMA_RECORDS_QUERY) -schema_data = [x.oRecordData for x in schema_records] +schema_data = [record.oRecordData for record in schema_records] + +# Step 2: Generate GraphQL schema from metadata. schema, type_equivalence_hints = get_graphql_schema_from_orientdb_schema_data(schema_data) -# Step 3: Write GraphQL query to get the names of all animals with a particular net worth -# Note that we prefix net_worth with '$' and surround it with quotes to indicate it's a parameter +print(print_schema(schema)) +# schema { +# query: RootSchemaQuery +# } +# +# directive @filter(op_name: String!, value: [String!]!) on FIELD | INLINE_FRAGMENT +# +# directive @tag(tag_name: String!) on FIELD +# +# directive @output(out_name: String!) on FIELD +# +# directive @output_source on FIELD +# +# directive @optional on FIELD +# +# directive @recurse(depth: Int!) on FIELD +# +# directive @fold on FIELD +# +# type Animal { +# name: String +# net_worth: Int +# limbs: Int +# } +# +# type RootSchemaQuery{ +# Animal: [Animal] +# } + +# Step 3: Write GraphQL query that returns the names of all animals with a certain net worth. +# Note that we prefix net_worth with '$' and surround it with quotes to indicate it's a parameter. graphql_query = ''' { Animal { @@ -112,24 +142,14 @@ parameters = { 'net_worth': '100', } -# Step 4: Use autogenerated GraphQL schema to compile query into Match, an OrientDB query language +# Step 4: Use autogenerated GraphQL schema to compile query into the target database language. compilation_result = graphql_to_match(schema, graphql_query, parameters, type_equivalence_hints) - -# Step 5: Run query in OrientDB -query = compilation_result.query -results = [row.oRecordData for row in client.command(query)] -assert results == [{'animal_name': 'Animal 1'}] +print(compilation_result.query) +# SELECT Animal___1.name AS `animal_name` +# FROM ( MATCH { class: Animal, where: ((net_worth = decimal("100"))), as: Animal___1 } +# RETURN $matches) ``` ## Definitions -- **GraphQLSchema object**- To be able to compile GraphQL, the first thing you will need is a GraphQLSchema object describing -the underlying database. To build it you can use `get_graphql_schema_from_orientdb_schema_data` as -demonstrated in the code example below. -```python -# Generate GraphQL schema from queried OrientDB schema records -schema_records = client.command(ORIENTDB_SCHEMA_RECORDS_QUERY) -schema_data = [x.oRecordData for x in schema_records] -schema, type_equivalence_hints = get_graphql_schema_from_orientdb_schema_data(schema_data) -``` - **Vertex field**: A field corresponding to a vertex in the graph. In the below example, `Animal` and `out_Entity_Related` are vertex fields. The `Animal` field is the field at which querying starts, and is therefore the **root vertex field**. In any scope, fields with the prefix `out_` @@ -444,7 +464,8 @@ as `@filter` parameters, for several reasons: (denoting a runtime parameter) or `%` (denoting a tagged parameter), followed by exclusively upper or lower case letters (`A-Z`, `a-z`) or underscores (`_`). - The `@tag` directives corresponding to any tagged parameters in a given `@filter` query - must be applied to fields that appear strictly before the field with the `@filter` directive. + must be applied to fields that appear either at the same vertex as the one with the `@filter`, + or strictly before the field with the `@filter` directive. - "Can't compare apples and oranges" -- the GraphQL type of the parameters supplied to the `@filter` must match the GraphQL types the compiler infers based on the field the `@filter` is applied to. - If the `@tag` corresponding to a tagged parameter originates from within a vertex field @@ -1665,6 +1686,46 @@ would enable the use of a `@fold` on the `adjacent_animal` vertex field of `Foo` } ``` +### SchemaGraph +The `SchemaGraph` is a utility class that encodes a database schema and allows for better schema +introspection than the GraphQL schema. The `SchemaGraph` has three main advantages: + 1. It's able to store and expose a schema's index information. The interface for accessing index + information is provisional though and might change in the near future. + 2. Its classes are allowed to inherit from non-abstract classes. + 3. It exposes many utility functions, such as `get_subclass_set`, that make it easier to explore + the schema. + +We plan to add `SchemaGraph` generation from SQLAlchemy metadata and can currently generate a +`SchemaGraph` from OrientDB schema metadata as exemplified by the following mock example. + +```python +from graphql_compiler.schema_generation.orientdb.schema_graph_builder import ( + get_orientdb_schema_graph +) +from graphql_compiler.schema_generation.orientdb.utils import ( + ORIENTDB_INDEX_RECORDS_QUERY, ORIENTDB_SCHEMA_RECORDS_QUERY +) + +# Get schema metadata from hypothetical Animals database. +client = your_function_that_returns_an_orientdb_client() +schema_records = client.command(ORIENTDB_SCHEMA_RECORDS_QUERY) +schema_data = [record.oRecordData for record in schema_records] + +# Get index data. +index_records = client.command(ORIENTDB_INDEX_RECORDS_QUERY) +index_query_data = [record.oRecordData for record in index_records] + +schema_graph = get_orientdb_schema_graph(schema_data, index_query_data) + +print(schema_graph.get_subclass_set('Animal')) +# {'Animal', 'Dog'} + +print(schema_graph.get_unique_indexes_for_class('Animal')) +# [IndexDefinition(name='uuid', 'base_classname'='Animal', fields={'uuid'}, unique=True, ordered=False, ignore_nulls=False)] +``` + +For more information about the `SchemaGraph`, please see the class documentation. + ## FAQ **Q: Do you really use GraphQL, or do you just use GraphQL-like syntax?** diff --git a/TROUBLESHOOTING.md b/TROUBLESHOOTING.md index 6593b6118..30e0a15dc 100644 --- a/TROUBLESHOOTING.md +++ b/TROUBLESHOOTING.md @@ -1,22 +1,27 @@ # Troubleshooting Guide -## Issues starting MySQL with docker-compose +## Issues starting MySQL or PostgreSQL with docker-compose -If you have any trouble starting the MySQL database, make sure the MySQL service is not already -running outside of docker. You can stop the MySQL service in OSX with: +If you have any trouble starting the MySQL/PostgreSQL database, make sure any database service is not already +running outside of docker. On OSX, you can stop the MySQL and PostgreSQL services by executing: ```bash brew services stop mysql +brew services stop postgresql ``` -or on Ubuntu with +or on Ubuntu with: ```bash service mysql stop +service postgresql stop ``` ## Issues installing the Python MySQL package Sometimes, precompiled wheels for the Python MySQL package are not available, and your pipenv may -try to build the wheels itself. If you are on OSX, you may then sometimes see an error -like the following: +try to build the wheels itself. This has happened on OSX and Ubuntu. + +### OSX + +You may then sometimes see an error like the following: ``` [pipenv.exceptions.InstallError]: File "/usr/local/lib/python3.7/site-packages/pipenv/core.py", line 1874, in do_install [pipenv.exceptions.InstallError]: keep_outdated=keep_outdated @@ -48,3 +53,53 @@ Then, make sure that `clang` is able to find it by adding the following line to ``` export LIBRARY_PATH=$LIBRARY_PATH:/usr/local/opt/openssl/lib/ ``` + +### Ubuntu 18.04 + +When running +``` +pipenv install --dev +``` +you might get an error like the following: +``` +[pipenv.exceptions.InstallError]: File "/home/$USERNAME/.local/lib/python2.7/site-packages/pipenv/core.py", line 1875, in do_install + +[pipenv.exceptions.InstallError]: keep_outdated=keep_outdated + +[pipenv.exceptions.InstallError]: File "/home/$USERNAME/.local/lib/python2.7/site-packages/pipenv/core.py", line 1253, in do_init + +[pipenv.exceptions.InstallError]: pypi_mirror=pypi_mirror, + +[pipenv.exceptions.InstallError]: File "/home/$USERNAME/.local/lib/python2.7/site-packages/pipenv/core.py", line 859, in do_install_dependencies + +[pipenv.exceptions.InstallError]: retry_list, procs, failed_deps_queue, requirements_dir, **install_kwargs + +[pipenv.exceptions.InstallError]: File "/home/$USERNAME/.local/lib/python2.7/site-packages/pipenv/core.py", line 763, in batch_install + +[pipenv.exceptions.InstallError]: _cleanup_procs(procs, not blocking, failed_deps_queue, retry=retry) + +[pipenv.exceptions.InstallError]: File "/home/$USERNAME/.local/lib/python2.7/site-packages/pipenv/core.py", line 681, in _cleanup_procs + +[pipenv.exceptions.InstallError]: raise exceptions.InstallError(c.dep.name, extra=err_lines) + +[pipenv.exceptions.InstallError]: ['Collecting mysqlclient==1.3.14 (from -r /tmp/pipenv-ZMU3RA-requirements/pipenv-n_utvZ-requirement.txt (line 1))', ' Using cached https://files.pythonhosted.org/packages/f7/a2/1230ebbb4b91f42ad6b646e59eb8855559817ad5505d81c1ca2b5a216040/mysqlclient-1.3.14.tar.gz'] + +[pipenv.exceptions.InstallError]: ['ERROR: Complete output from command python setup.py egg_info:', ' ERROR: /bin/sh: 1: mysql_config: not found', ' Traceback (most recent call last):', ' File "", line 1, in ', ' File "/tmp/pip-install-ekmq8s3j/mysqlclient/setup.py", line 16, in ', ' metadata, options = get_config()', ' File "/tmp/pip-install-ekmq8s3j/mysqlclient/setup_posix.py", line 53, in get_config', ' libs = mysql_config("libs_r")', ' File "/tmp/pip-install-ekmq8s3j/mysqlclient/setup_posix.py", line 28, in mysql_config', ' raise EnvironmentError("%s not found" % (mysql_config.path,))', ' OSError: mysql_config not found', ' ----------------------------------------', 'ERROR: Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-install-ekmq8s3j/mysqlclient/'] +``` + + +The solution is to install MySQL: +``` +sudo apt-get install python3.6-dev libmysqlclient-dev +``` +after which +``` +pipenv install --dev +``` +should work fine. + +This error might happen even if you've run +``` +apt-get install python-mysqldb +``` +because that only installs the interface to MySQL. diff --git a/graphql_compiler/__init__.py b/graphql_compiler/__init__.py index fcd84b85f..dcf257b94 100644 --- a/graphql_compiler/__init__.py +++ b/graphql_compiler/__init__.py @@ -195,6 +195,6 @@ def get_graphql_schema_from_orientdb_schema_data(schema_data, class_to_field_typ if hidden_classes is None: hidden_classes = set() - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) return get_graphql_schema_from_schema_graph(schema_graph, class_to_field_type_overrides, hidden_classes) diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index c2315022b..13b2b8f6e 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -28,19 +28,21 @@ The root AST node is always a vertex AST node. *** P-steps *** - step P-2. Process property-only directives, like @tag and @output. + step P-2. Process @output directives. *************** *** V-steps *** - step V-2. Recurse into any property field children of the current AST node + step V-2. Process @tag directives at all property field children of the current AST node. + + step V-3. Recurse into any property field children of the current AST node (property fields cannot have property fields of their own, see _compile_vertex_ast()). - step V-3. Property field processing complete: (see _compile_vertex_ast()) + step V-4. Property field processing complete: (see _compile_vertex_ast()) - mark the current location in the query, since all @filter directives that apply to the current field have already been processed; - process the output_source directive, if it exists - step V-4. Recurse into any vertex field children of the current AST node: + step V-5. Recurse into any vertex field children of the current AST node: (see _compile_vertex_ast()) - before recursing into each vertex: - process any @optional and @fold directives present on the child AST node; @@ -90,7 +92,7 @@ get_parameter_name, get_uniquely_named_objects_by_name, get_vertex_field_type, invert_dict, is_tagged_parameter, strip_non_null_from_type, validate_output_name, validate_safe_string ) -from .metadata import LocationInfo, QueryMetadataTable, RecurseInfo, TagInfo +from .metadata import LocationInfo, OutputInfo, QueryMetadataTable, RecurseInfo, TagInfo # LocationStackEntry contains the following: @@ -244,6 +246,38 @@ def _process_output_source_directive(schema, current_schema_type, ast, return None +def _process_tag_directive(context, current_schema_type, location, tag_directive): + """Process the tag directive, modifying the context as appropriate. + + Args: + context: dict, various per-compilation data (e.g. declared tags, whether the current block + is optional, etc.). May be mutated in-place in this function! + current_schema_type: GraphQLType, the schema type at the current location + location: Location object representing the current location in the query + tag_directive: GraphQL Directive that we want to process + """ + if is_in_fold_scope(context): + raise GraphQLCompilationError(u'Tagging values within a @fold vertex field is ' + u'not allowed! Location: {}'.format(location)) + + if location.field == COUNT_META_FIELD_NAME: + raise GraphQLCompilationError( + u'Tags are prohibited within @fold, but unexpectedly found use of ' + u'a tag on the {} meta field that is only allowed within a @fold!' + u'Location: {}'.format(COUNT_META_FIELD_NAME, location)) + + # Schema validation has ensured that the fields below exist. + tag_name = tag_directive.arguments[0].value.value + if context['metadata'].get_tag_info(tag_name) is not None: + raise GraphQLCompilationError(u'Cannot reuse tag name: {}'.format(tag_name)) + validate_safe_string(tag_name) + context['metadata'].record_tag_info(tag_name, TagInfo( + location=location, + optional=is_in_optional_scope(context), + type=strip_non_null_from_type(current_schema_type), + )) + + def _compile_property_ast(schema, current_schema_type, ast, location, context, unique_local_directives): """Process property directives at this AST node, updating the query context as appropriate. @@ -269,36 +303,12 @@ def _compile_property_ast(schema, current_schema_type, ast, location, u'in a fold. Location: {}' .format(COUNT_META_FIELD_NAME, location)) - # step P-2: process property-only directives - tag_directive = unique_local_directives.get('tag', None) - if tag_directive: - if is_in_fold_scope(context): - raise GraphQLCompilationError(u'Tagging values within a @fold vertex field is ' - u'not allowed! Location: {}'.format(location)) - - if location.field == COUNT_META_FIELD_NAME: - raise AssertionError(u'Tags are prohibited within @fold, but unexpectedly found use of ' - u'a tag on the {} meta field that is only allowed within a @fold!' - u'Location: {}' - .format(COUNT_META_FIELD_NAME, location)) - - # Schema validation has ensured that the fields below exist. - tag_name = tag_directive.arguments[0].value.value - if tag_name in context['tags']: - raise GraphQLCompilationError(u'Cannot reuse tag name: {}'.format(tag_name)) - validate_safe_string(tag_name) - context['tags'][tag_name] = { - 'location': location, - 'optional': is_in_optional_scope(context), - 'type': strip_non_null_from_type(current_schema_type), - } - context['metadata'].record_tag_info(tag_name, TagInfo(location=location)) - + # step P-2: Process @output directives. output_directive = unique_local_directives.get('output', None) if output_directive: # Schema validation has ensured that the fields below exist. output_name = output_directive.arguments[0].value.value - if output_name in context['outputs']: + if context['metadata'].get_output_info(output_name): raise GraphQLCompilationError(u'Cannot reuse output name: ' u'{}, {}'.format(output_name, context)) validate_safe_string(output_name) @@ -312,12 +322,12 @@ def _compile_property_ast(schema, current_schema_type, ast, location, if location.field != COUNT_META_FIELD_NAME: graphql_type = GraphQLList(graphql_type) - context['outputs'][output_name] = { - 'location': location, - 'optional': is_in_optional_scope(context), - 'type': graphql_type, - 'fold': context.get('fold', None), - } + output_info = OutputInfo( + location=location, + type=graphql_type, + optional=is_in_optional_scope(context), + ) + context['metadata'].record_output_info(output_name, output_info) def _get_recurse_directive_depth(field_name, field_directives): @@ -403,7 +413,20 @@ def _compile_vertex_ast(schema, current_schema_type, ast, validate_vertex_directives(unique_local_directives) - # step V-2: step into property fields + # step V-2: process @tag directives + for field_ast in property_fields: + field_name = get_ast_field_name(field_ast) + property_schema_type = get_field_type_from_schema(current_schema_type, field_name) + inner_location = location.navigate_to_field(field_name) + local_unique_directives = get_unique_directives(field_ast) + tag_directive = local_unique_directives.get('tag', None) + if tag_directive: + if get_local_filter_directives(field_ast, property_schema_type, None): + raise GraphQLCompilationError(u'Cannot filter and tag the same field {}' + .format(inner_location)) + _process_tag_directive(context, property_schema_type, inner_location, tag_directive) + + # step V-3: step into property fields for field_ast in property_fields: field_name = get_ast_field_name(field_ast) property_schema_type = get_field_type_from_schema(current_schema_type, field_name) @@ -413,7 +436,7 @@ def _compile_vertex_ast(schema, current_schema_type, ast, inner_location, context) basic_blocks.extend(inner_basic_blocks) - # step V-3: mark the graph position, and process output_source directive + # step V-4: mark the graph position, and process output_source directive basic_blocks.append(_mark_location(location)) output_source = _process_output_source_directive(schema, current_schema_type, ast, @@ -421,7 +444,7 @@ def _compile_vertex_ast(schema, current_schema_type, ast, if output_source: basic_blocks.append(output_source) - # step V-4: step into vertex fields + # step V-5: step into vertex fields for field_ast in vertex_fields: field_name = get_ast_field_name(field_ast) validate_context_for_visiting_vertex_field(location, field_name, context) @@ -524,7 +547,7 @@ def _compile_vertex_ast(schema, current_schema_type, ast, if edge_traversal_is_folded: has_count_filter = has_fold_count_filter(context) _validate_fold_has_outputs_or_count_filter( - get_context_fold_info(context), has_count_filter, context['outputs']) + get_context_fold_info(context), has_count_filter, query_metadata_table) basic_blocks.append(blocks.Unfold()) unmark_context_fold_scope(context) if has_count_filter: @@ -560,7 +583,19 @@ def _compile_vertex_ast(schema, current_schema_type, ast, return basic_blocks -def _validate_fold_has_outputs_or_count_filter(fold_scope_location, fold_has_count_filter, outputs): +def _are_locations_in_same_fold(first_location, second_location): + """Returns True if locations are contained in the same fold scope.""" + return ( + isinstance(first_location, FoldScopeLocation) and + isinstance(second_location, FoldScopeLocation) and + first_location.base_location == second_location.base_location and + first_location.get_first_folded_edge() == second_location.get_first_folded_edge() + ) + + +def _validate_fold_has_outputs_or_count_filter( + fold_scope_location, fold_has_count_filter, query_metadata_table +): """Ensure the @fold scope has at least one output, or filters on the size of the fold.""" # This function makes sure that the @fold scope has an effect. # Folds either output data, or filter the data enclosing the fold based on the size of the fold. @@ -570,8 +605,8 @@ def _validate_fold_has_outputs_or_count_filter(fold_scope_location, fold_has_cou # At least one output in the outputs list must point to the fold_scope_location, # or the scope corresponding to fold_scope_location had no @outputs and is illegal. - for output in six.itervalues(outputs): - if output['fold'] == fold_scope_location: + for _, output_info in query_metadata_table.outputs: + if _are_locations_in_same_fold(output_info.location, fold_scope_location): return True raise GraphQLCompilationError(u'Found a @fold scope that has no effect on the query. ' @@ -680,7 +715,7 @@ def _compile_ast_node_to_ir(schema, current_schema_type, ast, location, context) # This Filter is going in the global operations section of the query, so it cannot # use LocalField expressions since there is no "local" location to use. # Rewrite it so that all references of data at a location instead use ContextFields. - expected_field = expressions.LocalField(COUNT_META_FIELD_NAME) + expected_field = expressions.LocalField(COUNT_META_FIELD_NAME, GraphQLInt) replacement_field = expressions.FoldedContextField(location, GraphQLInt) visitor_fn = expressions.make_replacement_visitor(expected_field, replacement_field) @@ -761,6 +796,10 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): # Validation passed, so the base_start_type must exist as a field of the root query. current_schema_type = get_field_type_from_schema(schema.get_query_type(), base_start_type) + # Allow list types at the query root in the schema. + if isinstance(current_schema_type, GraphQLList): + current_schema_type = current_schema_type.of_type + # Construct the start location of the query and its associated metadata. location = Location((base_start_type,)) base_location_info = LocationInfo( @@ -782,22 +821,10 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): # 'metadata' is the QueryMetadataTable describing all the metadata collected during query # processing, including location metadata (e.g. which locations are folded or optional). 'metadata': query_metadata_table, - # 'tags' is a dict containing - # - location: Location where the tag was defined - # - optional: boolean representing whether the tag was defined within an @optional scope - # - type: GraphQLType of the tagged value - 'tags': dict(), # 'global_filters' is a list that may contain Filter blocks that are generated during # query processing, but apply to the global query scope and should be appended to the # IR blocks only after the GlobalOperationsStart block has been emitted. 'global_filters': [], - # 'outputs' is a dict mapping each output name to another dict which contains - # - location: Location where to output from - # - optional: boolean representing whether the output was defined within an @optional scope - # - type: GraphQLType of the output - # - fold: FoldScopeLocation object if the current output was defined within a fold scope, - # and None otherwise - 'outputs': dict(), # 'inputs' is a dict mapping input parameter names to their respective expected GraphQL # types, as automatically inferred by inspecting the query structure 'inputs': dict(), @@ -846,11 +873,10 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): basic_blocks.extend(context['global_filters']) # Based on the outputs context data, add an output step and construct the output metadata. - outputs_context = context['outputs'] - basic_blocks.append(_compile_output_step(outputs_context)) + basic_blocks.append(_compile_output_step(query_metadata_table)) output_metadata = { - name: OutputMetadata(type=value['type'], optional=value['optional']) - for name, value in six.iteritems(outputs_context) + name: OutputMetadata(type=info.type, optional=info.optional) + for name, info in query_metadata_table.outputs } return IrAndMetadata( @@ -860,26 +886,27 @@ def _compile_root_ast_to_ir(schema, ast, type_equivalence_hints=None): query_metadata_table=context['metadata']) -def _compile_output_step(outputs): +def _compile_output_step(query_metadata_table): """Construct the final ConstructResult basic block that defines the output format of the query. Args: - outputs: dict, output name (string) -> output data dict, specifying the location - from where to get the data, and whether the data is optional (and therefore - may be missing); missing optional data is replaced with 'null' + query_metadata_table: QueryMetadataTable object, part of which specifies the location from + where to get the output, and whether the output is optional (and + therefore may be missing); missing optional data is replaced with + 'null' Returns: a ConstructResult basic block that constructs appropriate outputs for the query """ - if not outputs: + if next(query_metadata_table.outputs, None) is None: raise GraphQLCompilationError(u'No fields were selected for output! Please mark at least ' u'one field with the @output directive.') output_fields = {} - for output_name, output_context in six.iteritems(outputs): - location = output_context['location'] - optional = output_context['optional'] - graphql_type = output_context['type'] + for output_name, output_info in query_metadata_table.outputs: + location = output_info.location + optional = output_info.optional + graphql_type = output_info.type expression = None existence_check = None @@ -887,7 +914,7 @@ def _compile_output_step(outputs): if isinstance(location, FoldScopeLocation): if optional: raise AssertionError(u'Unreachable state reached, optional in fold: ' - u'{}'.format(output_context)) + u'{}'.format(output_info)) if location.field == COUNT_META_FIELD_NAME: expression = expressions.FoldCountContextField(location) diff --git a/graphql_compiler/compiler/expressions.py b/graphql_compiler/compiler/expressions.py index 682d06d59..9764d2b32 100644 --- a/graphql_compiler/compiler/expressions.py +++ b/graphql_compiler/compiler/expressions.py @@ -205,6 +205,8 @@ def to_match(self): def to_gremlin(self): """Return a unicode object with the Gremlin representation of this expression.""" + self.validate() + # We can't directly pass a Date or a DateTime object, so we have to pass it as a string # and then parse it inline. For date format parameter meanings, see: # http://docs.oracle.com/javase/7/docs/api/java/text/SimpleDateFormat.html @@ -231,12 +233,21 @@ def __ne__(self, other): class LocalField(Expression): """A field at the current position in the query.""" - __slots__ = ('field_name',) + __slots__ = ('field_name', 'field_type') + + def __init__(self, field_name, field_type): + """Construct a new LocalField object that references a field at the current position. - def __init__(self, field_name): - """Construct a new LocalField object that references a field at the current position.""" - super(LocalField, self).__init__(field_name) + Args: + field_name: string, the name of the local field being referenced + field_type: GraphQLType object describing the type of the referenced field. For some + special fields (such as OrientDB "@this" or "@rid"), we may be unable to + represent the field type in the GraphQL type system. In these situations, + this value is set to None. + """ + super(LocalField, self).__init__(field_name, field_type) self.field_name = field_name + self.field_type = field_type self.validate() def get_local_object_gremlin_name(self): @@ -246,6 +257,8 @@ def get_local_object_gremlin_name(self): def validate(self): """Validate that the LocalField is correctly representable.""" validate_safe_string(self.field_name) + if self.field_type is not None and not is_graphql_type(self.field_type): + raise ValueError(u'Invalid value {} of "field_type": {}'.format(self.field_type, self)) def to_match(self): """Return a unicode object with the MATCH representation of this LocalField.""" @@ -559,8 +572,9 @@ def to_match(self): return template % template_data def to_gremlin(self): - """Must never be called.""" - raise NotImplementedError() + """Not implemented, should not be used.""" + raise AssertionError(u'FoldedContextField are not used during the query emission process ' + u'in Gremlin, so this is a bug. This function should not be called.') def __eq__(self, other): """Return True if the given object is equal to this one, and False otherwise.""" @@ -618,7 +632,7 @@ def to_match(self): return template % template_data def to_gremlin(self): - """Must never be called.""" + """Not supported yet.""" raise NotImplementedError() @@ -744,7 +758,7 @@ class BinaryComposition(Expression): SUPPORTED_OPERATORS = frozenset({ u'=', u'!=', u'>=', u'<=', u'>', u'<', u'+', u'||', u'&&', - u'contains', u'intersects', u'has_substring', u'LIKE', u'INSTANCEOF', + u'contains', u'not_contains', u'intersects', u'has_substring', u'LIKE', u'INSTANCEOF', }) __slots__ = ('operator', 'left', 'right') @@ -797,11 +811,12 @@ def to_match(self): regular_operator_format = '(%(left)s %(operator)s %(right)s)' inverted_operator_format = '(%(right)s %(operator)s %(left)s)' # noqa intersects_operator_format = '(%(operator)s(%(left)s, %(right)s).asList().size() > 0)' + negated_regular_operator_format = '(NOT (%(left)s %(operator)s %(right)s))' # pylint: enable=unused-variable - # Null literals use 'is/is not' as (in)equality operators, while other values use '=/<>'. - if any((isinstance(self.left, Literal) and self.left.value is None, - isinstance(self.right, Literal) and self.right.value is None)): + # Null literals use the OrientDB 'IS/IS NOT' (in)equality operators, + # while other values use the OrientDB '=/<>' operators. + if self.left == NullLiteral or self.right == NullLiteral: translation_table = { u'=': (u'IS', regular_operator_format), u'!=': (u'IS NOT', regular_operator_format), @@ -818,6 +833,7 @@ def to_match(self): u'||': (u'OR', regular_operator_format), u'&&': (u'AND', regular_operator_format), u'contains': (u'CONTAINS', regular_operator_format), + u'not_contains': (u'CONTAINS', negated_regular_operator_format), u'intersects': (u'intersect', intersects_operator_format), u'has_substring': (None, None), # must be lowered into compatible form using LIKE @@ -842,6 +858,7 @@ def to_gremlin(self): immediate_operator_format = u'({left} {operator} {right})' dotted_operator_format = u'{left}.{operator}({right})' intersects_operator_format = u'(!{left}.{operator}({right}).empty)' + negated_dotted_operator_format = u'!{left}.{operator}({right})' translation_table = { u'=': (u'==', immediate_operator_format), @@ -854,6 +871,7 @@ def to_gremlin(self): u'||': (u'||', immediate_operator_format), u'&&': (u'&&', immediate_operator_format), u'contains': (u'contains', dotted_operator_format), + u'not_contains': (u'contains', negated_dotted_operator_format), u'intersects': (u'intersect', intersects_operator_format), u'has_substring': (u'contains', dotted_operator_format), } @@ -947,6 +965,7 @@ def visitor_fn(expression): def to_gremlin(self): """Return a unicode object with the Gremlin representation of this expression.""" self.validate() + return u'({predicate} ? {if_true} : {if_false})'.format( predicate=self.predicate.to_gremlin(), if_true=self.if_true.to_gremlin(), diff --git a/graphql_compiler/compiler/filters.py b/graphql_compiler/compiler/filters.py index f6de0bc36..3de4404cb 100644 --- a/graphql_compiler/compiler/filters.py +++ b/graphql_compiler/compiler/filters.py @@ -114,13 +114,13 @@ def _represent_argument(directive_location, context, argument, inferred_type): return (expressions.Variable(argument, inferred_type), None) elif is_tagged_parameter(argument): - argument_context = context['tags'].get(argument_name, None) - if argument_context is None: + tag_info = context['metadata'].get_tag_info(argument_name) + if tag_info is None: raise GraphQLCompilationError(u'Undeclared argument used: {}'.format(argument)) - location = argument_context['location'] - optional = argument_context['optional'] - tag_inferred_type = argument_context['type'] + location = tag_info.location + optional = tag_info.optional + tag_inferred_type = tag_info.type if location is None: raise AssertionError(u'Argument declared without location: {}'.format(argument_name)) @@ -147,9 +147,9 @@ def _represent_argument(directive_location, context, argument, inferred_type): expressions.FalseLiteral) if field_is_local: - representation = expressions.LocalField(argument_name) + representation = expressions.LocalField(argument_name, inferred_type) else: - representation = expressions.ContextField(location, tag_inferred_type) + representation = expressions.ContextField(location, inferred_type) return (representation, non_existence_expression) else: @@ -170,7 +170,7 @@ def _process_comparison_filter_directive(filter_operation_info, location, context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, containing the value to perform the comparison against; - if the parameter is optional and missing, the check will return True + if the parameter is optional and missing, the check will return True. operator: unicode, a comparison operator, like '=', '!=', '>=' etc. This is a kwarg only to preserve the same positional arguments in the function signature, to ease validation. @@ -191,7 +191,9 @@ def _process_comparison_filter_directive(filter_operation_info, location, location, context, parameters[0], argument_inferred_type) comparison_expression = expressions.BinaryComposition( - operator, expressions.LocalField(filtered_field_name), argument_expression) + operator, + expressions.LocalField(filtered_field_name, filtered_field_type), + argument_expression) final_expression = None if non_existence_expression is not None: @@ -217,7 +219,7 @@ def _process_has_edge_degree_filter_directive(filter_operation_info, location, c context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, containing the value to check the edge degree against; - if the parameter is optional and missing, the check will return True + if the parameter is optional and missing, the check will return True. Returns: a Filter basic block that performs the check @@ -232,7 +234,8 @@ def _process_has_edge_degree_filter_directive(filter_operation_info, location, c raise AssertionError(u'Invalid value for "filtered_field_name" in "has_edge_degree" ' u'filter: {}'.format(filtered_field_name)) - if not is_vertex_field_type(filter_operation_info.field_type): + filtered_field_type = filter_operation_info.field_type + if not is_vertex_field_type(filtered_field_type): raise AssertionError(u'Invalid value for "filter_operation_info.field_type" in ' u'"has_edge_degree" filter: {}'.format(filter_operation_info)) @@ -251,6 +254,13 @@ def _process_has_edge_degree_filter_directive(filter_operation_info, location, c u'should have been None. However, it was: ' u'{}'.format(non_existence_expression)) + # HACK(predrag): Make the handling of vertex field types consistent. Currently, sometimes we + # accept lists, and sometimes we don't. Both `Animal` and `[Animal]` should be + # acceptable, since the difference there communicates a cardinality constraint + # on the edge in question. + # Issue: https://github.com/kensho-technologies/graphql-compiler/issues/329 + hacked_field_type = GraphQLList(filtered_field_type) + # If no edges to the vertex field exist, the edges' field in the database may be "null". # We also don't know ahead of time whether the supplied argument is zero or not. # We have to accommodate these facts in our generated comparison code. @@ -259,16 +269,21 @@ def _process_has_edge_degree_filter_directive(filter_operation_info, location, c argument_is_zero = expressions.BinaryComposition( u'=', argument_expression, expressions.ZeroLiteral) edge_field_is_null = expressions.BinaryComposition( - u'=', expressions.LocalField(filtered_field_name), expressions.NullLiteral) + u'=', + expressions.LocalField(filtered_field_name, hacked_field_type), + expressions.NullLiteral) edge_degree_is_zero = expressions.BinaryComposition( u'&&', argument_is_zero, edge_field_is_null) # The following expression will check for a non-zero edge degree equal to the argument. # (edge_field != null) && (edge_field.size() == {argument}) edge_field_is_not_null = expressions.BinaryComposition( - u'!=', expressions.LocalField(filtered_field_name), expressions.NullLiteral) + u'!=', + expressions.LocalField(filtered_field_name, hacked_field_type), + expressions.NullLiteral) edge_degree = expressions.UnaryTransformation( - u'size', expressions.LocalField(filtered_field_name)) + u'size', + expressions.LocalField(filtered_field_name, hacked_field_type)) edge_degree_matches_argument = expressions.BinaryComposition( u'=', edge_degree, argument_expression) edge_degree_is_non_zero = expressions.BinaryComposition( @@ -292,7 +307,7 @@ def _process_name_or_alias_filter_directive(filter_operation_info, location, con context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, containing the value to check the name or alias against; - if the parameter is optional and missing, the check will return True + if the parameter is optional and missing, the check will return True. Returns: a Filter basic block that performs the check against the name or alias @@ -303,11 +318,16 @@ def _process_name_or_alias_filter_directive(filter_operation_info, location, con u'{}'.format(filtered_field_type)) current_type_fields = filtered_field_type.fields - name_field = current_type_fields.get('name', None) - alias_field = current_type_fields.get('alias', None) - if not name_field or not alias_field: + name_field_name = 'name' + alias_field_name = 'alias' + name_field = current_type_fields.get(name_field_name, None) + alias_field = current_type_fields.get(alias_field_name, None) + if name_field is None: + raise GraphQLCompilationError(u'Cannot apply "name_or_alias" to type {} because it lacks a ' + u'"{}" field.'.format(filtered_field_type, name_field_name)) + if alias_field is None: raise GraphQLCompilationError(u'Cannot apply "name_or_alias" to type {} because it lacks a ' - u'"name" or "alias" field.'.format(filtered_field_type)) + u'"{}" field.'.format(filtered_field_type, alias_field_name)) name_field_type = strip_non_null_from_type(name_field.type) alias_field_type = strip_non_null_from_type(alias_field.type) @@ -322,19 +342,22 @@ def _process_name_or_alias_filter_directive(filter_operation_info, location, con alias_field_inner_type = strip_non_null_from_type(alias_field_type.of_type) if alias_field_inner_type != name_field_type: raise GraphQLCompilationError(u'Cannot apply "name_or_alias" to type {} because the ' - u'"name" field and the inner type of the "alias" field ' - u'do not match: {} vs {}'.format(filtered_field_type, - name_field_type, - alias_field_inner_type)) + u'"{}" field and the inner type of the "{}" field ' + u'do not match: {} vs {}' + .format(filtered_field_type, name_field_name, + alias_field_name, name_field_type, + alias_field_inner_type)) argument_inferred_type = name_field_type argument_expression, non_existence_expression = _represent_argument( location, context, parameters[0], argument_inferred_type) check_against_name = expressions.BinaryComposition( - u'=', expressions.LocalField('name'), argument_expression) + u'=', expressions.LocalField(name_field_name, name_field.type), argument_expression) check_against_alias = expressions.BinaryComposition( - u'contains', expressions.LocalField('alias'), argument_expression) + u'contains', + expressions.LocalField(alias_field_name, alias_field.type), + argument_expression) filter_predicate = expressions.BinaryComposition( u'||', check_against_name, check_against_alias) @@ -375,14 +398,14 @@ def _process_between_filter_directive(filter_operation_info, location, context, location, context, parameters[1], argument_inferred_type) lower_bound_clause = expressions.BinaryComposition( - u'>=', expressions.LocalField(filtered_field_name), arg1_expression) + u'>=', expressions.LocalField(filtered_field_name, filtered_field_type), arg1_expression) if arg1_non_existence is not None: # The argument is optional, and if it doesn't exist, this side of the check should pass. lower_bound_clause = expressions.BinaryComposition( u'||', arg1_non_existence, lower_bound_clause) upper_bound_clause = expressions.BinaryComposition( - u'<=', expressions.LocalField(filtered_field_name), arg2_expression) + u'<=', expressions.LocalField(filtered_field_name, filtered_field_type), arg2_expression) if arg2_non_existence is not None: # The argument is optional, and if it doesn't exist, this side of the check should pass. upper_bound_clause = expressions.BinaryComposition( @@ -405,7 +428,7 @@ def _process_in_collection_filter_directive(filter_operation_info, location, con context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, specifying the collection in which the value must exist; - if the collection is optional and missing, the check will return True + if the collection is optional and missing, the check will return True. Returns: a Filter basic block that performs the collection existence check @@ -418,7 +441,9 @@ def _process_in_collection_filter_directive(filter_operation_info, location, con location, context, parameters[0], argument_inferred_type) filter_predicate = expressions.BinaryComposition( - u'contains', argument_expression, expressions.LocalField(filtered_field_name)) + u'contains', + argument_expression, + expressions.LocalField(filtered_field_name, filtered_field_type)) if non_existence_expression is not None: # The argument comes from an optional block and might not exist, # in which case the filter expression should evaluate to True. @@ -440,7 +465,7 @@ def _process_has_substring_filter_directive(filter_operation_info, location, con context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, specifying the collection in which the value must exist; - if the collection is optional and missing, the check will return True + if the collection is optional and missing, the check will return True. Returns: a Filter basic block that performs the substring check @@ -457,7 +482,9 @@ def _process_has_substring_filter_directive(filter_operation_info, location, con location, context, parameters[0], argument_inferred_type) filter_predicate = expressions.BinaryComposition( - u'has_substring', expressions.LocalField(filtered_field_name), argument_expression) + u'has_substring', + expressions.LocalField(filtered_field_name, filtered_field_type), + argument_expression) if non_existence_expression is not None: # The argument comes from an optional block and might not exist, # in which case the filter expression should evaluate to True. @@ -478,7 +505,48 @@ def _process_contains_filter_directive(filter_operation_info, location, context, context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, specifying the collection in which the value must exist; - if the collection is optional and missing, the check will return True + if the collection is optional and missing, the check will return True. + + Returns: + a Filter basic block that performs the contains check + """ + filtered_field_type = filter_operation_info.field_type + filtered_field_name = filter_operation_info.field_name + + base_field_type = strip_non_null_from_type(filtered_field_type) + if not isinstance(base_field_type, GraphQLList): + raise GraphQLCompilationError(u'Cannot apply "contains" to non-list ' + u'type {}'.format(filtered_field_type)) + + argument_inferred_type = strip_non_null_from_type(base_field_type.of_type) + argument_expression, non_existence_expression = _represent_argument( + location, context, parameters[0], argument_inferred_type) + + filter_predicate = expressions.BinaryComposition( + u'contains', + expressions.LocalField(filtered_field_name, filtered_field_type), + argument_expression) + if non_existence_expression is not None: + # The argument comes from an optional block and might not exist, + # in which case the filter expression should evaluate to True. + filter_predicate = expressions.BinaryComposition( + u'||', non_existence_expression, filter_predicate) + + return blocks.Filter(filter_predicate) + + +@takes_parameters(1) +def _process_not_contains_filter_directive(filter_operation_info, location, context, parameters): + """Return a Filter basic block that checks if the directive arg is not contained in the field. + + Args: + filter_operation_info: FilterOperationInfo object, containing the directive and field info + of the field where the filter is to be applied. + location: Location where this filter is used. + context: dict, various per-compilation data (e.g. declared tags, whether the current block + is optional, etc.). May be mutated in-place in this function! + parameters: list of 1 element, specifying the collection in which the value must exist; + if the collection is optional and missing, the check will return True. Returns: a Filter basic block that performs the contains check @@ -496,7 +564,9 @@ def _process_contains_filter_directive(filter_operation_info, location, context, location, context, parameters[0], argument_inferred_type) filter_predicate = expressions.BinaryComposition( - u'contains', expressions.LocalField(filtered_field_name), argument_expression) + u'not_contains', + expressions.LocalField(filtered_field_name, filtered_field_type), + argument_expression) if non_existence_expression is not None: # The argument comes from an optional block and might not exist, # in which case the filter expression should evaluate to True. @@ -517,7 +587,7 @@ def _process_intersects_filter_directive(filter_operation_info, location, contex context: dict, various per-compilation data (e.g. declared tags, whether the current block is optional, etc.). May be mutated in-place in this function! parameters: list of 1 element, specifying the collection in which the value must exist; - if the collection is optional and missing, the check will return True + if the collection is optional and missing, the check will return True. Returns: a Filter basic block that performs the intersects check @@ -534,7 +604,9 @@ def _process_intersects_filter_directive(filter_operation_info, location, contex location, context, parameters[0], argument_inferred_type) filter_predicate = expressions.BinaryComposition( - u'intersects', expressions.LocalField(filtered_field_name), argument_expression) + u'intersects', + expressions.LocalField(filtered_field_name, filtered_field_type), + argument_expression) if non_existence_expression is not None: # The argument comes from an optional block and might not exist, # in which case the filter expression should evaluate to True. @@ -571,6 +643,7 @@ def _get_filter_op_name_and_values(directive): u'between', u'in_collection', u'contains', + u'not_contains', u'intersects', u'has_substring', u'has_edge_degree', @@ -626,6 +699,7 @@ def process_filter_directive(filter_operation_info, location, context): u'in_collection': _process_in_collection_filter_directive, u'has_substring': _process_has_substring_filter_directive, u'contains': _process_contains_filter_directive, + u'not_contains': _process_not_contains_filter_directive, u'intersects': _process_intersects_filter_directive, u'has_edge_degree': _process_has_edge_degree_filter_directive, } diff --git a/graphql_compiler/compiler/ir_lowering_common/__init__.py b/graphql_compiler/compiler/ir_lowering_common/__init__.py new file mode 100644 index 000000000..2ea5d0fcf --- /dev/null +++ b/graphql_compiler/compiler/ir_lowering_common/__init__.py @@ -0,0 +1 @@ +# Copyright 2019-present Kensho Technologies, LLC. diff --git a/graphql_compiler/compiler/ir_lowering_common.py b/graphql_compiler/compiler/ir_lowering_common/common.py similarity index 96% rename from graphql_compiler/compiler/ir_lowering_common.py rename to graphql_compiler/compiler/ir_lowering_common/common.py index f105d085b..4b89fe278 100644 --- a/graphql_compiler/compiler/ir_lowering_common.py +++ b/graphql_compiler/compiler/ir_lowering_common/common.py @@ -2,13 +2,13 @@ """Language-independent IR lowering and optimization functions.""" import six -from .blocks import ( +from ..blocks import ( ConstructResult, EndOptional, Filter, Fold, MarkLocation, Recurse, Traverse, Unfold ) -from .expressions import ( +from ..expressions import ( BinaryComposition, ContextField, ContextFieldExistence, FalseLiteral, NullLiteral, TrueLiteral ) -from .helpers import validate_safe_string +from ..helpers import validate_safe_string def merge_consecutive_filter_clauses(ir_blocks): @@ -295,9 +295,8 @@ def extract_simple_optional_location_info( Returns: dict mapping from simple_optional_root_location -> dict containing keys - - 'inner_location_name': Location object correspoding to the unique MarkLocation present - within a simple optional (one that does not expand vertex fields) - scope + - 'inner_location': Location object correspoding to the unique MarkLocation present within + a simple optional (one that does not expand vertex fields) scope - 'edge_field': string representing the optional edge being traversed where simple_optional_root_to_inner_location is the location preceding the @optional scope """ @@ -327,9 +326,8 @@ def extract_simple_optional_location_info( # The current optional Traverse is "simple" # i.e. it does not contain any Traverses within. inner_location = simple_optional_root_to_inner_location[preceding_location] - inner_location_name, _ = inner_location.get_location_name() simple_optional_info_dict = { - 'inner_location_name': inner_location_name, + 'inner_location': inner_location, 'edge_field': current_block.get_field_name(), } simple_optional_root_info[preceding_location] = simple_optional_info_dict diff --git a/graphql_compiler/compiler/ir_lowering_common/location_renaming.py b/graphql_compiler/compiler/ir_lowering_common/location_renaming.py new file mode 100644 index 000000000..b9bbab92c --- /dev/null +++ b/graphql_compiler/compiler/ir_lowering_common/location_renaming.py @@ -0,0 +1,67 @@ +# Copyright 2019-present Kensho Technologies, LLC. +"""Utilities for rewriting IR to replace one set of locations with another.""" +import six + +from ..helpers import FoldScopeLocation, Location + + +def make_revisit_location_translations(query_metadata_table): + """Return a dict mapping location revisits to the location being revisited, for rewriting.""" + location_translations = dict() + + for location, _ in query_metadata_table.registered_locations: + location_being_revisited = query_metadata_table.get_revisit_origin(location) + if location_being_revisited != location: + location_translations[location] = location_being_revisited + + return location_translations + + +def translate_potential_location(location_translations, potential_location): + """If the input is a BaseLocation object, translate it, otherwise return it as-is.""" + if isinstance(potential_location, Location): + old_location_at_vertex = potential_location.at_vertex() + field = potential_location.field + + new_location = location_translations.get(old_location_at_vertex, None) + if new_location is None: + # No translation needed. + return potential_location + else: + # If necessary, add the field component to the new location before returning it. + if field is None: + return new_location + else: + return new_location.navigate_to_field(field) + elif isinstance(potential_location, FoldScopeLocation): + old_base_location = potential_location.base_location + new_base_location = location_translations.get(old_base_location, old_base_location) + fold_path = potential_location.fold_path + fold_field = potential_location.field + return FoldScopeLocation(new_base_location, fold_path, field=fold_field) + else: + return potential_location + + +def make_location_rewriter_visitor_fn(location_translations): + """Return a visitor function that is able to replace locations with equivalent locations.""" + def visitor_fn(expression): + """Expression visitor function used to rewrite expressions with updated Location data.""" + # All CompilerEntity objects store their exact constructor input args/kwargs. + # To minimize the chances that we forget to update a location somewhere in an expression, + # we rewrite all locations that we find as arguments to expression constructors. + # pylint: disable=protected-access + new_args = [ + translate_potential_location(location_translations, arg) + for arg in expression._print_args + ] + new_kwargs = { + kwarg_name: translate_potential_location(location_translations, kwarg_value) + for kwarg_name, kwarg_value in six.iteritems(expression._print_kwargs) + } + # pylint: enable=protected-access + + expression_cls = type(expression) + return expression_cls(*new_args, **new_kwargs) + + return visitor_fn diff --git a/graphql_compiler/compiler/ir_lowering_gremlin/__init__.py b/graphql_compiler/compiler/ir_lowering_gremlin/__init__.py index d756cbadc..7b647def4 100644 --- a/graphql_compiler/compiler/ir_lowering_gremlin/__init__.py +++ b/graphql_compiler/compiler/ir_lowering_gremlin/__init__.py @@ -1,9 +1,11 @@ # Copyright 2018-present Kensho Technologies, LLC. from .ir_lowering import (lower_coerce_type_block_type_data, lower_coerce_type_blocks, - lower_folded_outputs, rewrite_filters_in_optional_blocks) + lower_folded_outputs_and_context_fields, + rewrite_filters_in_optional_blocks) from ..ir_sanity_checks import sanity_check_ir_blocks_from_frontend -from ..ir_lowering_common import (lower_context_field_existence, merge_consecutive_filter_clauses, - optimize_boolean_expression_comparisons) +from ..ir_lowering_common.common import (lower_context_field_existence, + merge_consecutive_filter_clauses, + optimize_boolean_expression_comparisons) ############## @@ -48,6 +50,6 @@ def lower_ir(ir_blocks, query_metadata_table, type_equivalence_hints=None): ir_blocks = lower_coerce_type_blocks(ir_blocks) ir_blocks = rewrite_filters_in_optional_blocks(ir_blocks) ir_blocks = merge_consecutive_filter_clauses(ir_blocks) - ir_blocks = lower_folded_outputs(ir_blocks) + ir_blocks = lower_folded_outputs_and_context_fields(ir_blocks) return ir_blocks diff --git a/graphql_compiler/compiler/ir_lowering_gremlin/ir_lowering.py b/graphql_compiler/compiler/ir_lowering_gremlin/ir_lowering.py index a0a72eec1..09314bb43 100644 --- a/graphql_compiler/compiler/ir_lowering_gremlin/ir_lowering.py +++ b/graphql_compiler/compiler/ir_lowering_gremlin/ir_lowering.py @@ -1,27 +1,30 @@ # Copyright 2017-present Kensho Technologies, LLC. """Perform optimizations and lowering of the IR that allows the compiler to emit Gremlin queries. -The compiler IR allows blocks and expressions that cannot be directly compiled to Gremlin or MATCH. -For example, ContextFieldExistence is an Expression that returns True iff its given vertex exists, -but the produced Gremlin and MATCH outputs for this purpose are entirely different and not easy -to generate directly from this Expression object. An output-language-aware IR lowering step allows -us to convert this Expression into other Expressions, using data already present in the IR, -to simplify the final code generation step. +The compiler IR allows blocks and expressions that cannot be directly compiled to the underlying +database query languages. For example, ContextFieldExistence is an Expression that returns +True iff its given vertex exists, but the produced Gremlin and MATCH outputs for this purpose +are entirely different and not easy to generate directly from this Expression object. +An output-language-aware IR lowering step allows us to convert this Expression into +other Expressions, using data already present in the IR, to simplify the final code generation step. """ -from graphql import GraphQLList +from graphql import GraphQLInt, GraphQLList, GraphQLString from graphql.type import GraphQLInterfaceType, GraphQLObjectType, GraphQLUnionType import six from ...exceptions import GraphQLCompilationError from ...schema import GraphQLDate, GraphQLDateTime -from ..blocks import Backtrack, CoerceType, ConstructResult, Filter, MarkLocation, Traverse +from ..blocks import Backtrack, CoerceType, Filter, GlobalOperationsStart, MarkLocation, Traverse from ..compiler_entities import Expression -from ..expressions import BinaryComposition, FoldedContextField, Literal, LocalField, NullLiteral +from ..expressions import ( + BinaryComposition, FoldedContextField, Literal, LocalField, NullLiteral, + make_type_replacement_visitor +) from ..helpers import ( STANDARD_DATE_FORMAT, STANDARD_DATETIME_FORMAT, FoldScopeLocation, get_only_element_from_collection, strip_non_null_from_type, validate_safe_string ) -from ..ir_lowering_common import extract_folds_from_ir_blocks +from ..ir_lowering_common.common import extract_folds_from_ir_blocks ################################## @@ -73,7 +76,10 @@ def lower_coerce_type_blocks(ir_blocks): new_block = block if isinstance(block, CoerceType): predicate = BinaryComposition( - u'contains', Literal(list(block.target_class)), LocalField('@class')) + u'contains', + Literal(list(block.target_class)), + LocalField('@class', GraphQLString) + ) new_block = Filter(predicate) new_ir_blocks.append(new_block) @@ -112,7 +118,7 @@ def rewrite_filters_in_optional_blocks(ir_blocks): raise AssertionError(u'Reached negative optional context depth for blocks: ' u'{}'.format(ir_blocks)) elif isinstance(block, Filter) and optional_context_depth > 0: - null_check = BinaryComposition(u'=', LocalField('@this'), NullLiteral) + null_check = BinaryComposition(u'=', LocalField('@this', None), NullLiteral) new_block = Filter(BinaryComposition(u'||', null_check, block.predicate)) else: pass @@ -148,15 +154,19 @@ def validate(self): u'Allowed types are {}.' .format(type(block), self.folded_ir_blocks, allowed_block_types)) - if not isinstance(self.field_type, GraphQLList): - raise ValueError(u'Invalid value of "field_type", expected a list type but got: ' - u'{}'.format(self.field_type)) - - inner_type = strip_non_null_from_type(self.field_type.of_type) - if isinstance(inner_type, GraphQLList): - raise GraphQLCompilationError( - u'Outputting list-valued fields in a @fold context is currently ' - u'not supported: {} {}'.format(self.fold_scope_location, self.field_type.of_type)) + bare_field_type = strip_non_null_from_type(self.field_type) + if isinstance(bare_field_type, GraphQLList): + inner_type = strip_non_null_from_type(bare_field_type.of_type) + if isinstance(inner_type, GraphQLList): + raise GraphQLCompilationError( + u'Outputting list-valued fields in a @fold context is currently not supported: ' + u'{} {}'.format(self.fold_scope_location, bare_field_type.of_type)) + elif GraphQLInt.is_same_type(bare_field_type): + # This needs to be implemented for @fold _x_count support. + raise NotImplementedError() + else: + raise ValueError(u'Invalid value of "field_type", expected a (possibly non-null) ' + u'list or int type but got: {}'.format(self.field_type)) def to_match(self): """Must never be called.""" @@ -293,7 +303,7 @@ def folded_context_visitor(expression): if not isinstance(expression, LocalField): return expression - return GremlinFoldedLocalField(expression.field_name) + return GremlinFoldedLocalField(expression.field_name, expression.field_type) for block in folded_ir_blocks: new_block = block @@ -316,18 +326,13 @@ def folded_context_visitor(expression): return new_folded_ir_blocks -def lower_folded_outputs(ir_blocks): - """Lower standard folded output fields into GremlinFoldedContextField objects.""" +def lower_folded_outputs_and_context_fields(ir_blocks): + """Lower standard folded output / context fields into GremlinFoldedContextField objects.""" folds, remaining_ir_blocks = extract_folds_from_ir_blocks(ir_blocks) if not remaining_ir_blocks: raise AssertionError(u'Expected at least one non-folded block to remain: {} {} ' u'{}'.format(folds, remaining_ir_blocks, ir_blocks)) - output_block = remaining_ir_blocks[-1] - if not isinstance(output_block, ConstructResult): - raise AssertionError(u'Expected the last non-folded block to be ConstructResult, ' - u'but instead was: {} {} ' - u'{}'.format(type(output_block), output_block, ir_blocks)) # Turn folded Filter blocks into GremlinFoldedFilter blocks. converted_folds = { @@ -335,21 +340,28 @@ def lower_folded_outputs(ir_blocks): for base_fold_location, folded_ir_blocks in six.iteritems(folds) } - new_output_fields = dict() - for output_name, output_expression in six.iteritems(output_block.fields): - new_output_expression = output_expression + def rewriter_fn(folded_context_field): + """Rewrite FoldedContextField objects into GremlinFoldedContextField ones.""" + # Get the matching folded IR blocks and put them in the new context field. + base_fold_location_name = folded_context_field.fold_scope_location.get_location_name()[0] + folded_ir_blocks = converted_folds[base_fold_location_name] + return GremlinFoldedContextField( + folded_context_field.fold_scope_location, folded_ir_blocks, + folded_context_field.field_type) + + visitor_fn = make_type_replacement_visitor(FoldedContextField, rewriter_fn) + + # Start by just appending blocks to the output list. + new_ir_blocks = [] + block_collection = new_ir_blocks + for block in remaining_ir_blocks: + block_collection.append(block) - # Turn FoldedContextField expressions into GremlinFoldedContextField ones. - if isinstance(output_expression, FoldedContextField): - # Get the matching folded IR blocks and put them in the new context field. - base_fold_location_name = output_expression.fold_scope_location.get_location_name()[0] - folded_ir_blocks = converted_folds[base_fold_location_name] - new_output_expression = GremlinFoldedContextField( - output_expression.fold_scope_location, folded_ir_blocks, - output_expression.field_type) + if isinstance(block, GlobalOperationsStart): + # Once we see the GlobalOperationsStart, start accumulating the blocks for rewriting. + block_collection = [] - new_output_fields[output_name] = new_output_expression + for block in block_collection: + new_ir_blocks.append(block.visit_and_update_expressions(visitor_fn)) - new_ir_blocks = remaining_ir_blocks[:-1] - new_ir_blocks.append(ConstructResult(new_output_fields)) return new_ir_blocks diff --git a/graphql_compiler/compiler/ir_lowering_match/__init__.py b/graphql_compiler/compiler/ir_lowering_match/__init__.py index a228d7d9d..702a519d6 100644 --- a/graphql_compiler/compiler/ir_lowering_match/__init__.py +++ b/graphql_compiler/compiler/ir_lowering_match/__init__.py @@ -2,10 +2,12 @@ import six from ..blocks import Filter -from ..ir_lowering_common import (extract_optional_location_root_info, - extract_simple_optional_location_info, - lower_context_field_existence, merge_consecutive_filter_clauses, - optimize_boolean_expression_comparisons, remove_end_optionals) +from ..ir_lowering_common.common import (extract_optional_location_root_info, + extract_simple_optional_location_info, + lower_context_field_existence, + merge_consecutive_filter_clauses, + optimize_boolean_expression_comparisons, + remove_end_optionals) from .ir_lowering import (lower_backtrack_blocks, lower_folded_coerce_types_into_filter_blocks, lower_has_substring_binary_compositions, @@ -100,7 +102,7 @@ def lower_ir(ir_blocks, query_metadata_table, type_equivalence_hints=None): match_query = lower_comparisons_to_between(match_query) - match_query = lower_backtrack_blocks(match_query, location_types) + match_query = lower_backtrack_blocks(match_query, query_metadata_table) match_query = truncate_repeated_single_step_traversals(match_query) match_query = orientdb_class_with_while.workaround_type_coercions_in_recursions(match_query) diff --git a/graphql_compiler/compiler/ir_lowering_match/between_lowering.py b/graphql_compiler/compiler/ir_lowering_match/between_lowering.py index 17f5def68..1d6d4a76f 100644 --- a/graphql_compiler/compiler/ir_lowering_match/between_lowering.py +++ b/graphql_compiler/compiler/ir_lowering_match/between_lowering.py @@ -40,17 +40,22 @@ def _construct_field_operator_expression_dict(expression_list): expression_list: list of expressions to analyze Returns: - local_field_to_expressions: + tuple (field_name_to_expressions, field_name_to_type, remaining_expression_list), containing + - field_name_to_expressions: dict mapping local field names to "operator -> list of BinaryComposition" dictionaries, for each BinaryComposition operator involving the LocalField - remaining_expression_list: + - field_name_to_type: + dict mapping local field names to field type + - remaining_expression_list: list of remaining expressions that were *not* BinaryCompositions on a LocalField using any of the between operators """ between_operators = (u'<=', u'>=') inverse_operator = {u'>=': u'<=', u'<=': u'>='} - local_field_to_expressions = {} + field_name_to_expressions = {} + field_name_to_type = {} remaining_expression_list = deque([]) + for expression in expression_list: if all(( isinstance(expression, BinaryComposition), @@ -63,11 +68,14 @@ def _construct_field_operator_expression_dict(expression_list): else: new_expression = expression field_name = new_expression.left.field_name - expressions_dict = local_field_to_expressions.setdefault(field_name, {}) + field_type = new_expression.left.field_type + field_name_to_type[field_name] = field_type + expressions_dict = field_name_to_expressions.setdefault(field_name, {}) expressions_dict.setdefault(new_expression.operator, []).append(new_expression) else: remaining_expression_list.append(expression) - return local_field_to_expressions, remaining_expression_list + + return field_name_to_expressions, field_name_to_type, remaining_expression_list def _lower_expressions_to_between(base_expression): @@ -80,15 +88,15 @@ def _lower_expressions_to_between(base_expression): return base_expression else: between_operators = (u'<=', u'>=') - local_field_to_expressions, new_expression_list = _construct_field_operator_expression_dict( - expression_list) + field_name_to_expressions, field_name_to_type, new_expression_list = ( + _construct_field_operator_expression_dict(expression_list)) lowering_occurred = False - for field_name in local_field_to_expressions: - expressions_dict = local_field_to_expressions[field_name] + for field_name in field_name_to_expressions: + expressions_dict = field_name_to_expressions[field_name] if all(operator in expressions_dict and len(expressions_dict[operator]) == 1 for operator in between_operators): - field = LocalField(field_name) + field = LocalField(field_name, field_name_to_type[field_name]) lower_bound = expressions_dict[u'>='][0].right upper_bound = expressions_dict[u'<='][0].right new_expression_list.appendleft(BetweenClause(field, lower_bound, upper_bound)) diff --git a/graphql_compiler/compiler/ir_lowering_match/ir_lowering.py b/graphql_compiler/compiler/ir_lowering_match/ir_lowering.py index 08d1cf4d6..7dca60a14 100644 --- a/graphql_compiler/compiler/ir_lowering_match/ir_lowering.py +++ b/graphql_compiler/compiler/ir_lowering_match/ir_lowering.py @@ -11,11 +11,11 @@ import six from ..blocks import Backtrack, CoerceType, MarkLocation, QueryRoot -from ..expressions import ( - BinaryComposition, ContextField, ContextFieldExistence, FalseLiteral, FoldedContextField, - GlobalContextField, Literal, TernaryConditional, TrueLiteral +from ..expressions import BinaryComposition, FalseLiteral, Literal, TernaryConditional, TrueLiteral +from ..ir_lowering_common.location_renaming import ( + make_location_rewriter_visitor_fn, make_revisit_location_translations, + translate_potential_location ) -from ..helpers import FoldScopeLocation from .utils import convert_coerce_type_to_instanceof_filter @@ -171,16 +171,18 @@ def truncate_repeated_single_step_traversals(match_query): return match_query._replace(match_traversals=new_match_traversals) -def lower_backtrack_blocks(match_query, location_types): +def lower_backtrack_blocks(match_query, query_metadata_table): """Lower Backtrack blocks into (QueryRoot, MarkLocation) pairs of blocks.""" # The lowering works as follows: # 1. Upon seeing a Backtrack block, end the current traversal (if non-empty). # 2. Start new traversal from the type and location to which the Backtrack pointed. - # 3. If the Backtrack block had an associated MarkLocation, mark that location + # 3. If the Backtrack block had an associated MarkLocation, ensure that location is marked # as equivalent to the location where the Backtrack pointed. + # 4. Rewrite all expressions that reference such revisit locations, making them refer to + # the revisit origin location instead. new_match_traversals = [] - location_translations = dict() + locations_needing_translation = set() for current_match_traversal in match_query.match_traversals: new_traversal = [] @@ -194,16 +196,16 @@ def lower_backtrack_blocks(match_query, location_types): new_traversal = [] backtrack_location = step.root_block.location - backtrack_location_type = location_types[backtrack_location] + backtrack_location_info = query_metadata_table.get_location_info(backtrack_location) # 2. Start new traversal from the type and location to which the Backtrack pointed. - new_root_block = QueryRoot({backtrack_location_type.name}) + new_root_block = QueryRoot({backtrack_location_info.type.name}) new_as_block = MarkLocation(backtrack_location) # 3. If the Backtrack block had an associated MarkLocation, mark that location # as equivalent to the location where the Backtrack pointed. if step.as_block is not None: - location_translations[step.as_block.location] = backtrack_location + locations_needing_translation.add(step.as_block.location) if step.coerce_type_block is not None: raise AssertionError(u'Encountered type coercion in a MatchStep with ' @@ -215,76 +217,24 @@ def lower_backtrack_blocks(match_query, location_types): new_match_traversals.append(new_traversal) - _flatten_location_translations(location_translations) new_match_query = match_query._replace(match_traversals=new_match_traversals) - return _translate_equivalent_locations(new_match_query, location_translations) - - -def _flatten_location_translations(location_translations): - """If location A translates to B, and B to C, then make A translate directly to C. + location_translations = make_revisit_location_translations(query_metadata_table) - Args: - location_translations: dict of Location -> Location, where the key translates to the value. - Mutated in place for efficiency and simplicity of implementation. - """ - sources_to_process = set(six.iterkeys(location_translations)) - - def _update_translation(source): - """Return the proper (fully-flattened) translation for the given location.""" - destination = location_translations[source] - if destination not in location_translations: - # "destination" cannot be translated, no further flattening required. - return destination - else: - # "destination" can itself be translated -- do so, - # and then flatten "source" to the final translation as well. - sources_to_process.discard(destination) - final_destination = _update_translation(destination) - location_translations[source] = final_destination - return final_destination + if locations_needing_translation != set(six.iterkeys(location_translations)): + raise AssertionError(u'Unexpectedly, the revisit location translations table computed from ' + u'the query metadata table did not match the locations needing ' + u'translation. This is a bug. {} {}' + .format(location_translations, locations_needing_translation)) - while sources_to_process: - _update_translation(sources_to_process.pop()) + return _translate_equivalent_locations(new_match_query, location_translations) def _translate_equivalent_locations(match_query, location_translations): """Translate Location objects into their equivalent locations, based on the given dict.""" new_match_traversals = [] - def visitor_fn(expression): - """Expression visitor function used to rewrite expressions with updated Location data.""" - if isinstance(expression, (ContextField, GlobalContextField)): - old_location = expression.location.at_vertex() - new_location = location_translations.get(old_location, old_location) - if expression.location.field is not None: - new_location = new_location.navigate_to_field(expression.location.field) - - # The Expression could be one of many types, including: - # - ContextField - # - GlobalContextField - # We determine its exact class to make sure we return an object of the same class - # as the expression being replaced. - expression_cls = type(expression) - return expression_cls(new_location, expression.field_type) - elif isinstance(expression, ContextFieldExistence): - old_location = expression.location - new_location = location_translations.get(old_location, old_location) - - return ContextFieldExistence(new_location) - elif isinstance(expression, FoldedContextField): - # Update the Location within FoldedContextField - old_location = expression.fold_scope_location.base_location - new_location = location_translations.get(old_location, old_location) - - fold_path = expression.fold_scope_location.fold_path - fold_field = expression.fold_scope_location.field - new_fold_scope_location = FoldScopeLocation(new_location, fold_path, field=fold_field) - field_type = expression.field_type - - return FoldedContextField(new_fold_scope_location, field_type) - else: - return expression + visitor_fn = make_location_rewriter_visitor_fn(location_translations) # Rewrite the Locations in the steps of each MATCH traversal. for current_match_traversal in match_query.match_traversals: @@ -315,16 +265,11 @@ def visitor_fn(expression): new_match_traversals.append(new_traversal) - new_folds = {} # Update the Location within each FoldScopeLocation - for fold_scope_location, fold_ir_blocks in six.iteritems(match_query.folds): - fold_path = fold_scope_location.fold_path - fold_field = fold_scope_location.field - old_location = fold_scope_location.base_location - new_location = location_translations.get(old_location, old_location) - new_fold_scope_location = FoldScopeLocation(new_location, fold_path, field=fold_field) - - new_folds[new_fold_scope_location] = fold_ir_blocks + new_folds = { + translate_potential_location(location_translations, fold_scope_location): fold_ir_blocks + for fold_scope_location, fold_ir_blocks in six.iteritems(match_query.folds) + } # Rewrite the Locations in the ConstructResult output block. new_output_block = match_query.output_block.visit_and_update_expressions(visitor_fn) diff --git a/graphql_compiler/compiler/ir_lowering_match/optional_traversal.py b/graphql_compiler/compiler/ir_lowering_match/optional_traversal.py index fe127edae..f8c58d6ec 100644 --- a/graphql_compiler/compiler/ir_lowering_match/optional_traversal.py +++ b/graphql_compiler/compiler/ir_lowering_match/optional_traversal.py @@ -51,7 +51,13 @@ def _prune_traverse_using_omitted_locations(match_traversal, omitted_locations, elif optional_root_location in omitted_locations: # Add filter to indicate that the omitted edge(s) shoud not exist field_name = step.root_block.get_field_name() - new_predicate = filter_edge_field_non_existence(LocalField(field_name)) + + # HACK(predrag): Plumbing in the type here is tricky and generally not worth it, + # since this code needs to be rewritten to resolve a bug related + # to edge inheritance. GitHub issue: + # https://github.com/kensho-technologies/graphql-compiler/issues/336 + new_predicate = filter_edge_field_non_existence(LocalField(field_name, None)) + old_filter = new_match_traversal[-1].where_block if old_filter is not None: new_predicate = BinaryComposition(u'&&', old_filter.predicate, new_predicate) diff --git a/graphql_compiler/compiler/ir_lowering_match/utils.py b/graphql_compiler/compiler/ir_lowering_match/utils.py index 9c987850a..f4f016767 100644 --- a/graphql_compiler/compiler/ir_lowering_match/utils.py +++ b/graphql_compiler/compiler/ir_lowering_match/utils.py @@ -20,7 +20,10 @@ def convert_coerce_type_to_instanceof_filter(coerce_type_block): # INSTANCEOF requires the target class to be passed in as a string, # so we make the target class a string literal. new_predicate = BinaryComposition( - u'INSTANCEOF', LocalField('@this'), Literal(coerce_type_target)) + u'INSTANCEOF', + LocalField('@this', None), + Literal(coerce_type_target) + ) return Filter(new_predicate) @@ -136,7 +139,7 @@ def filter_edge_field_non_existence(edge_expression): def _filter_orientdb_simple_optional_edge( - query_metadata_table, optional_edge_location, inner_location_name): + query_metadata_table, optional_edge_location, inner_location): """Return an Expression that is False for rows that don't follow the @optional specification. OrientDB does not filter correctly within optionals. Namely, a result where the optional edge @@ -168,12 +171,14 @@ def _filter_orientdb_simple_optional_edge( query processing, including location metadata (e.g. which locations are folded or optional). optional_edge_location: Location object representing the optional edge field - inner_location_name: string representing location within the corresponding optional traverse + inner_location: Location object within the corresponding optional traverse Returns: Expression that evaluates to False for rows that do not follow the @optional specification """ - inner_local_field = LocalField(inner_location_name) + location_info = query_metadata_table.get_location_info(inner_location) + inner_location_name, _ = inner_location.get_location_name() + inner_local_field = LocalField(inner_location_name, location_info.type) inner_location_existence = BinaryComposition(u'!=', inner_local_field, NullLiteral) # The optional_edge_location here is actually referring to the edge field itself. @@ -204,10 +209,10 @@ def construct_where_filter_predicate(query_metadata_table, simple_optional_root_ are folded or optional). simple_optional_root_info: dict mapping from simple_optional_root_location -> dict containing keys - - 'inner_location_name': Location object correspoding to the - unique MarkLocation present within a - simple @optional (one that does not - expands vertex fields) scope + - 'inner_location': Location object correspoding to the + unique MarkLocation present within a + simple @optional (one that does not + expand vertex fields) scope - 'edge_field': string representing the optional edge being traversed where simple_optional_root_to_inner_location is the location @@ -217,12 +222,13 @@ def construct_where_filter_predicate(query_metadata_table, simple_optional_root_ """ inner_location_name_to_where_filter = {} for root_location, root_info_dict in six.iteritems(simple_optional_root_info): - inner_location_name = root_info_dict['inner_location_name'] + inner_location = root_info_dict['inner_location'] + inner_location_name, _ = inner_location.get_location_name() edge_field = root_info_dict['edge_field'] optional_edge_location = root_location.navigate_to_field(edge_field) optional_edge_where_filter = _filter_orientdb_simple_optional_edge( - query_metadata_table, optional_edge_location, inner_location_name) + query_metadata_table, optional_edge_location, inner_location) inner_location_name_to_where_filter[inner_location_name] = optional_edge_where_filter # Sort expressions by inner_location_name to obtain deterministic order diff --git a/graphql_compiler/compiler/ir_sanity_checks.py b/graphql_compiler/compiler/ir_sanity_checks.py index 81cc8ff24..b903f0360 100644 --- a/graphql_compiler/compiler/ir_sanity_checks.py +++ b/graphql_compiler/compiler/ir_sanity_checks.py @@ -7,7 +7,7 @@ Backtrack, CoerceType, ConstructResult, Filter, Fold, MarkLocation, OutputSource, QueryRoot, Recurse, Traverse, Unfold ) -from .ir_lowering_common import extract_folds_from_ir_blocks +from .ir_lowering_common.common import extract_folds_from_ir_blocks def sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table): diff --git a/graphql_compiler/compiler/match_query.py b/graphql_compiler/compiler/match_query.py index 188273561..96bc753ec 100644 --- a/graphql_compiler/compiler/match_query.py +++ b/graphql_compiler/compiler/match_query.py @@ -7,7 +7,7 @@ Backtrack, CoerceType, ConstructResult, Filter, Fold, GlobalOperationsStart, MarkLocation, OutputSource, QueryRoot, Recurse, Traverse, Unfold ) -from .ir_lowering_common import extract_folds_from_ir_blocks +from .ir_lowering_common.common import extract_folds_from_ir_blocks ### diff --git a/graphql_compiler/compiler/metadata.py b/graphql_compiler/compiler/metadata.py index 8fe6f8a91..dcb31c532 100644 --- a/graphql_compiler/compiler/metadata.py +++ b/graphql_compiler/compiler/metadata.py @@ -24,10 +24,21 @@ ) +OutputInfo = namedtuple( + 'OutputInfo', + ( + 'location', # Location/FoldScopeLocation, where to output from + 'type', # GraphQLType of the output + 'optional', # boolean, whether the output was defined within an @optional scope + ) +) + TagInfo = namedtuple( 'TagInfo', ( - 'location', + 'location', # Location/FoldScopeLocation, where to output from + 'type', # GraphQLType of the tag + 'optional', # boolean, whether the output was defined within an @optional scope ) ) @@ -161,6 +172,25 @@ def get_location_info(self, location): u'{}'.format(location)) return location_info + @property + def outputs(self): + """Return an iterable of (output_name, output_info) tuples for all outputs in the query.""" + for output_name, output_info in six.iteritems(self._outputs): + yield output_name, output_info + + def record_output_info(self, output_name, output_info): + """Record information about the output.""" + old_info = self._outputs.get(output_name, None) + if old_info is not None: + raise AssertionError(u'Attempting to reuse an already-defined output name {}. ' + u'old info {}, new info {}.' + .format(output_name, old_info, output_info)) + self._outputs[output_name] = output_info + + def get_output_info(self, output_name): + """Get information about an output.""" + return self._outputs.get(output_name, None) + @property def tags(self): """Return an iterable of (tag_name, tag_info) tuples for all tags in the query.""" @@ -213,7 +243,7 @@ def get_all_revisits(self, location): yield revisit_location def get_revisit_origin(self, location): - """Return the original location that this location revisits, or None if it isn't a revisit. + """Return the location that this location revisits, or the input if it isn't a revisit. Args: location: Location/FoldScopeLocation object whose revisit origin to get diff --git a/graphql_compiler/compiler/workarounds/orientdb_query_execution.py b/graphql_compiler/compiler/workarounds/orientdb_query_execution.py index 435a70dd7..0bab92bcb 100644 --- a/graphql_compiler/compiler/workarounds/orientdb_query_execution.py +++ b/graphql_compiler/compiler/workarounds/orientdb_query_execution.py @@ -44,10 +44,11 @@ so OrientDB can choose the start point of lowest cardinality. """ -from ..blocks import CoerceType, QueryRoot, Recurse, Traverse -from ..expressions import ContextField, ContextFieldExistence +from ..blocks import CoerceType, Filter, QueryRoot, Recurse, Traverse +from ..expressions import ( + BinaryComposition, ContextField, ContextFieldExistence, Literal, LocalField +) from ..helpers import get_only_element_from_collection -from ..ir_lowering_match.utils import convert_coerce_type_and_add_to_where_block def _is_local_filter(filter_block): @@ -267,37 +268,31 @@ def _expose_only_preferred_locations(match_query, location_types, coerced_locati # we ensure that we again infer the same type bound. eligible_location_types[current_step_location] = current_type_bound - if (current_step_location not in coerced_locations or - previous_type_bound is not None): - # The type bound here is already implied by the GraphQL query structure, - # or has already been applied at a previous occurrence of this location. - # We can simply delete the QueryRoot / CoerceType blocks that impart it. - if isinstance(match_step.root_block, QueryRoot): - new_root_block = None + # Remove blocks that would emit a "class:" clause + if isinstance(match_step.root_block, QueryRoot): + new_root_block = None + else: + # The root_block can be a QueryRoot, Traverse, Recurse or Backtrack. + new_root_block = match_step.root_block + new_coerce_type_block = None + new_where_block = match_step.where_block + + # If needed, add a type bound that emits an INSTANCEOF in the "where:" clause + if (previous_type_bound is None and current_type_bound is not None): + instanceof_predicate = BinaryComposition( + u'INSTANCEOF', LocalField('@this', None), Literal(current_type_bound)) + if match_step.where_block: + # TODO(bojanserafimov): This branch needs test coverage + new_where_block = Filter(BinaryComposition( + u'&&', instanceof_predicate, match_step.where_block.predicate)) else: - new_root_block = match_step.root_block + new_where_block = Filter(instanceof_predicate) - new_step = match_step._replace( - root_block=new_root_block, coerce_type_block=None) - else: - # The type bound here is not already implied by the GraphQL query structure. - # This should only be possible via a CoerceType block. Lower this CoerceType - # block into a Filter with INSTANCEOF to ensure the resulting query has the - # same semantics, while making the location invalid as a query start point. - if (isinstance(match_step.root_block, QueryRoot) or - match_step.coerce_type_block is None): - raise AssertionError(u'Unexpected MATCH step applying a type bound not ' - u'already implied by the GraphQL query structure: ' - u'{} {}'.format(match_step, match_query)) - - new_where_block = convert_coerce_type_and_add_to_where_block( - match_step.coerce_type_block, match_step.where_block) - new_step = match_step._replace( - coerce_type_block=None, where_block=new_where_block) - else: - # There is no type bound that OrientDB can find defined at this location. - # No action is necessary. - pass + new_step = match_step._replace( + root_block=new_root_block, + coerce_type_block=new_coerce_type_block, + where_block=new_where_block + ) else: # This location is neither preferred nor eligible. # No action is necessary at this location. diff --git a/graphql_compiler/cost_estimation/__init__.py b/graphql_compiler/cost_estimation/__init__.py new file mode 100644 index 000000000..8ec32113c --- /dev/null +++ b/graphql_compiler/cost_estimation/__init__.py @@ -0,0 +1,79 @@ +# Copyright 2019-present Kensho Technologies, LLC. +"""Query cost estimator. + +Purpose +======= + +Compiled GraphQL queries are sometimes too expensive to execute, in two ways: +- They return too many results: high *cardinality*. +- They require too many operations: high *execution cost*. + +If these impractically-expensive queries are executed, they can overload our systems and cause the +querying system along with all dependent systems to crash. + +In order to prevent this, we use schema information and graph statistics to estimate these two costs +at the GraphQL level given a query and parameters. + +A separate module could then use these estimates to inform users about potentially expensive +queries, do automatic paging of the query, or suggest additions of indexes that may improve +performance. + +Estimating Cardinality +====================== + +The *cardinality* of a query is a rough measure of the query result size and is defined as the +unfolded number of rows returned by the query. + +We estimate cardinality by estimating the number of *result sets* (sets of graph vertices that match +with scopes in the query) found as the results are *expanded* (as we step through the query and +create or discard result sets). + +Example: + Given the query + { + Region { + name @output(out_name: "region") + in_TropicalCyclone_LandfallRegion { + name @output(out_name: "cyclone") + } + in_Earthquake_AffectedRegion { + name @output(out_name: "earthquake") + } + } + } + and a graph with 6 Regions, 12 TropicalCyclones each linked to some Region, and 2 Earthquakes + each linked to some Region, we estimate cardinality as follows: + + First, find all 6 Regions. For each Region, assuming the 12 relevant TropicalCyclones are evenly + distributed among the 6 Regions, we expect 12/6=2 TropicalCyclones connected to each Region. So, + after *expanding* each Region (going through each one and finding connected TropicalCyclones), + we expect 6*2=12 *result sets* (subgraphs of a Region vertex connected to a TropicalCyclone + vertex). Next, we expect only 2/6=.33 result sets in the *subexpansion* associated with + Earthquakes (expanding each Region looking just for Earthquakes). So of the 12 TropicalCyclone + result sets, we expect 12*.33=4 complete result sets for the full query (i.e. the query has + estimated cardinality of 4). + +Approach Details: + Following this expansion model, we can think of queries as trees and find the number of expected + result sets as we recursively traverse the tree (i.e. step through the expansion). + + Our calculation depends on two types of values: + (1) The root result set count (e.g. the 6 Regions in the graph) + (2) The expected result set count per parent (e.g. .33 Earthquake result sets per Region) + + Both can be calculated with graph counts for every type in the schema which must be externally + provided. (1) can be looked up directly and (2) can be approximated as the number of + parent-child edges divided up over parent vertices present in the graph. + + Type casting and directives can affect these calculations in many different ways. We naively + handle type casting, as well as optional, fold, recurse, and some filter directives. Additional + statistics can be recorded to improve the coverage and accuracy of these adjustments. + +TODOs +===== + - Estimate execution cost by augmenting the cardinality calculation. + - Add recurse handling. + - Improve field handling for non-unique indexes. + - Add additional statistics to improve directive coverage (e.g. histograms/field domain counts + to better model more filter operations). +""" diff --git a/graphql_compiler/cost_estimation/cardinality_estimator.py b/graphql_compiler/cost_estimation/cardinality_estimator.py new file mode 100644 index 000000000..f52435b4d --- /dev/null +++ b/graphql_compiler/cost_estimation/cardinality_estimator.py @@ -0,0 +1,272 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from itertools import chain + +from ..compiler.compiler_frontend import graphql_to_ir +from ..compiler.helpers import ( + INBOUND_EDGE_DIRECTION, OUTBOUND_EDGE_DIRECTION, FoldScopeLocation, Location, + get_edge_direction_and_name +) +from ..schema_generation.graphql_schema import get_graphql_schema_from_schema_graph +from .filter_selectivity_utils import adjust_counts_for_filters + + +def _is_subexpansion_optional(query_metadata, child_location, parent_location): + """Return True if child_location is the root of an optional subexpansion.""" + child_optional_depth = query_metadata.get_location_info(child_location).optional_scopes_depth + parent_optional_depth = query_metadata.get_location_info(parent_location).optional_scopes_depth + return child_optional_depth > parent_optional_depth + + +def _is_subexpansion_folded(location): + """Return True if location is the root of a folded subexpansion.""" + return isinstance(location, FoldScopeLocation) and len(location.fold_path) == 1 + + +def _is_subexpansion_recursive(query_metadata, child_location, parent_location): + """Return True if child_location is the root of a recursive subexpansion.""" + edge_direction, edge_name = _get_last_edge_direction_and_name_to_location(child_location) + for recurse_info in query_metadata.get_recurse_infos(parent_location): + if recurse_info.edge_direction == edge_direction and recurse_info.edge_name == edge_name: + return True + return False + + +def _get_all_original_child_locations(query_metadata, start_location): + """Get all original child Locations of a start Location and revisits to the start Location. + + Args: + query_metadata: QueryMetadataTable object + start_location: Location object, where we're looking for children + + Returns: + list of child Locations. Given start_location, get all revisits to start_location, then for + all visits, get all child locations and return ones that are original visits. + """ + child_locations = set() + + start_location_revisit_origin = [start_location] + start_location_revisits = list(query_metadata.get_all_revisits(start_location)) + + for location in chain(start_location_revisit_origin, start_location_revisits): + for child_location in query_metadata.get_child_locations(location): + child_location_revisit_origin = query_metadata.get_revisit_origin(child_location) + if child_location_revisit_origin is None: + # If child_location is not a revisit, set origin to child_location + child_location_revisit_origin = child_location + child_locations.add(child_location_revisit_origin) + + return list(child_locations) + + +def _get_last_edge_direction_and_name_to_location(location): + """Get the direction and name of the last edge to a non-root BaseLocation object.""" + if isinstance(location, Location): + edge_direction, edge_name = get_edge_direction_and_name(location.query_path[-1]) + elif isinstance(location, FoldScopeLocation): + edge_direction, edge_name = location.fold_path[-1] + else: + raise AssertionError(u'Unexpected location encountered: {}'.format(location)) + return edge_direction, edge_name + + +def _get_parent_and_child_name_from_edge(schema_graph, child_location): + """Get the base classname of a location and its parent from the last edge information.""" + edge_direction, edge_name = _get_last_edge_direction_and_name_to_location(child_location) + edge_element = schema_graph.get_edge_schema_element_or_raise(edge_name) + if edge_direction == INBOUND_EDGE_DIRECTION: + parent_name_from_edge = edge_element.base_out_connection + child_name_from_edge = edge_element.base_in_connection + elif edge_direction == OUTBOUND_EDGE_DIRECTION: + parent_name_from_edge = edge_element.base_in_connection + child_name_from_edge = edge_element.base_out_connection + return parent_name_from_edge, child_name_from_edge + + +def _estimate_children_per_parent( + schema_graph, lookup_class_counts, query_metadata, parameters, child_location, parent_location +): + """Estimate the number of edges per parent_location that connect to child_location vertices. + + Given a parent location of type A and child location of type B, assume all AB edges are + distributed evenly over A vertices, so the expected number of child edges per parent vertex is + (# of AB edges) / (# of A vertices). If A and B are subclasses of C and D respectively, we only + have access to CD edges, so in general, we'll use (# of CD edges) / (# of C vertices), but since + we're only interested in edges to Bs, we'll scale this result by the fraction of Bs over Ds. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + query_metadata: QueryMetadataTable object + parameters: dict, parameters with which query will be executed + child_location: BaseLocation object + + Returns: + float, expected number of child_location vertices connected to each parent_location vertex. + """ + # Count the number of edges between child_location and parent_location type vertices. + _, edge_name = _get_last_edge_direction_and_name_to_location(child_location) + # TODO(evan): If edge is recursed over, we need a more detailed statistic + edge_counts = lookup_class_counts(edge_name) + + # Scale edge_counts if child_location's type is a subclass of the edge's endpoint type. + parent_name_from_edge, child_name_from_edge = _get_parent_and_child_name_from_edge( + schema_graph, child_location + ) + child_name_from_location = query_metadata.get_location_info(child_location).type.name + if child_name_from_edge != child_name_from_location: + edge_counts *= ( + float(lookup_class_counts(child_name_from_location)) / + lookup_class_counts(child_name_from_edge) + ) + + # Count the number of parents, over which we assume the edges are uniformly distributed. + parent_counts = lookup_class_counts(parent_name_from_edge) + + # TODO(evan): edges are not necessarily uniformly distributed, so record more statistics + child_counts_per_parent = float(edge_counts) / parent_counts + + # Recursion always starts with depth = 0, so we should treat the parent result set itself as a + # child result set to be expanded (so add 1 to child_counts). + is_recursive = _is_subexpansion_recursive(query_metadata, child_location, parent_location) + if is_recursive: + child_counts_per_parent += 1 + + # Adjust the counts for filters at child_location. + child_filters = query_metadata.get_filter_infos(child_location) + child_counts_per_parent = adjust_counts_for_filters( + schema_graph, lookup_class_counts, child_filters, parameters, child_name_from_location, + child_counts_per_parent + ) + + return child_counts_per_parent + + +def _estimate_subexpansion_cardinality( + schema_graph, lookup_class_counts, query_metadata, parameters, child_location, parent_location +): + """Estimate the cardinality associated with the subexpansion of a child_location vertex. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + query_metadata: QueryMetadataTable object + parameters: dict, parameters with which query will be executed + child_location: BaseLocation object, child of parent_location corresponding to the + subexpansion root + parent_location: BaseLocation object, location corresponding to the vertex being expanded + + Returns: + float, number of expected result sets found when a vertex corresponding to parent_location + is expanded via child_location. For example, if parent_location (type A) has children (types + B and C), the subexpansion results associated with the B-location are the result sets found + when we expand an A-vertex over AB-edges and each subsequent B-vertex is fully expanded. We + estimate this recursively as: + (expected number of B-vertices) * (expected number of result sets per B-vertex). + """ + child_counts_per_parent = _estimate_children_per_parent( + schema_graph, lookup_class_counts, query_metadata, parameters, child_location, + parent_location + ) + + results_per_child = _estimate_expansion_cardinality( + schema_graph, lookup_class_counts, query_metadata, parameters, child_location + ) + + subexpansion_cardinality = child_counts_per_parent * results_per_child + + # If child_location is the root of an optional or folded subexpansion, the empty result set will + # be returned if no other result sets exist, so return at least 1. + # TODO(evan): @filters on _x_count inside @folds can reduce result size. + is_optional = _is_subexpansion_optional(query_metadata, child_location, parent_location) + is_folded = _is_subexpansion_folded(child_location) + if is_optional or is_folded: + subexpansion_cardinality = max(subexpansion_cardinality, 1) + + return subexpansion_cardinality + + +def _estimate_expansion_cardinality( + schema_graph, lookup_class_counts, query_metadata, parameters, current_location +): + """Estimate the cardinality of fully expanding a vertex corresponding to current_location. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + query_metadata: QueryMetadataTable object + parameters: dict, parameters with which query will be executed + current_location: BaseLocation object, corresponding to the vertex we're expanding + + Returns: + float, expected cardinality associated with the full expansion of one current vertex. + """ + expansion_cardinality = 1 + child_locations = _get_all_original_child_locations(query_metadata, current_location) + for child_location in child_locations: + # The expected cardinality per current vertex is the product of the expected cardinality for + # each subexpansion (e.g. If we expect each current vertex to have 2 children of type A and + # 3 children of type B, we'll return 6 distinct result sets per current vertex). + subexpansion_cardinality = _estimate_subexpansion_cardinality( + schema_graph, lookup_class_counts, query_metadata, parameters, child_location, + current_location + ) + expansion_cardinality *= subexpansion_cardinality + return expansion_cardinality + + +def estimate_query_result_cardinality( + schema_graph, lookup_class_counts, graphql_query, parameters, + class_to_field_type_overrides=None, hidden_classes=None +): + """Estimate the cardinality of a GraphQL query's result using database statistics. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + graphql_query: string, a valid GraphQL query + parameters: dict, parameters with which query will be executed. + class_to_field_type_overrides: optional dict, class name -> {field name -> field type}, + (string -> {string -> GraphQLType}). Used to override the + type of a field in the class where it's first defined and all + the class's subclasses. + hidden_classes: optional set of strings, classes to not include in the GraphQL schema. + + Returns: + float, expected query result cardinality. Equal to the number of root vertices multiplied by + the expected number of result sets per full expansion of a root vertex. + """ + # TODO(evan): replace lookup_class_counts with statistics class so we can use more stats + if class_to_field_type_overrides is None: + class_to_field_type_overrides = dict() + if hidden_classes is None: + hidden_classes = set() + + graphql_schema, type_equivalence_hints = get_graphql_schema_from_schema_graph( + schema_graph, class_to_field_type_overrides, hidden_classes + ) + query_metadata = graphql_to_ir( + graphql_schema, graphql_query, type_equivalence_hints=type_equivalence_hints + ).query_metadata_table + + root_location = query_metadata.root_location + + # First, count the vertices corresponding to the root location that pass relevant filters + root_name = query_metadata.get_location_info(root_location).type.name + root_counts = lookup_class_counts(root_name) + root_counts = adjust_counts_for_filters( + schema_graph, lookup_class_counts, query_metadata.get_filter_infos(root_location), + parameters, root_name, root_counts + ) + + # Next, find the number of expected result sets per root vertex when fully expanded + results_per_root = _estimate_expansion_cardinality( + schema_graph, lookup_class_counts, query_metadata, parameters, root_location + ) + + expected_query_result_cardinality = root_counts * results_per_root + + return expected_query_result_cardinality diff --git a/graphql_compiler/cost_estimation/filter_selectivity_utils.py b/graphql_compiler/cost_estimation/filter_selectivity_utils.py new file mode 100644 index 000000000..c15401cd6 --- /dev/null +++ b/graphql_compiler/cost_estimation/filter_selectivity_utils.py @@ -0,0 +1,140 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from collections import namedtuple +import sys + +from ..compiler.helpers import get_parameter_name + + +# The Selectivity represents the selectivity of a filter or a set of filters +Selectivity = namedtuple('Selectivity', ( + 'kind', # string, the kind of selectivity, either absolute or fractional + 'value', # float, either the maximum number of absolute results that pass the filter or the + # fraction of results that pass the filter +)) + +ABSOLUTE_SELECTIVITY = 'absolute' +FRACTIONAL_SELECTIVITY = 'fractional' + + +def _is_absolute(selectivity): + """Returns True if selectivity has kind absolute.""" + return selectivity.kind == ABSOLUTE_SELECTIVITY + + +def _is_fractional(selectivity): + """Returns True if selectivity has kind fractional.""" + return selectivity.kind == FRACTIONAL_SELECTIVITY + + +def _has_any_absolute(selectivities): + """Returns True if at least one selectivity has kind absolute.""" + for selectivity in selectivities: + if _is_absolute(selectivity): + return True + return False + + +def _are_filter_fields_uniquely_indexed(filter_fields, unique_indexes): + """Returns True if the field(s) being filtered are uniquely indexed.""" + # Filter fields are tuples, so cast as a frozenset for direct comparison with index fields. + filter_fields_frozenset = frozenset(filter_fields) + for unique_index in unique_indexes: + if filter_fields_frozenset == unique_index.fields: + return True + return False + + +def _get_filter_selectivity( + schema_graph, lookup_class_counts, filter_info, parameters, location_name +): + """Calculate the selectivity of an individual filter at a given location. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + filter_info: FilterInfo object, filter on the location being filtered + parameters: dict, parameters with which query will be executed + location_name: string, type of the location being filtered + + Returns: + Selectivity object, the selectivity of a specific filter at a given location. + """ + unique_indexes = schema_graph.get_unique_indexes_for_class(location_name) + + # TODO(vlad): support selectivity for non-uniquely indexed fields + if filter_info.op_name == '=': + if _are_filter_fields_uniquely_indexed(filter_info.fields, unique_indexes): + # TODO(evan): don't return a higher absolute selectivity than class counts. + return Selectivity(kind=ABSOLUTE_SELECTIVITY, value=1.0) + elif filter_info.op_name == 'in_collection': + if _are_filter_fields_uniquely_indexed(filter_info.fields, unique_indexes): + collection_name = get_parameter_name(filter_info.args[0]) + collection_size = len(parameters[collection_name]) + # Assumption: each entry in the collection adds a row to the result + return Selectivity(kind=ABSOLUTE_SELECTIVITY, value=float(collection_size)) + + return Selectivity(kind=FRACTIONAL_SELECTIVITY, value=1.0) + + +def _combine_filter_selectivities(selectivities): + """Calculate the combined selectivity given a set of selectivities. + + Args: + selectivities: list of Selectivitys, generated from a set of filters on a location. + + Returns: + Selectivity object, the combined selectivity. For fractional selectivities, assume + mutual independence and multiply all the selectivity values. If any are absolute, return the + smallest absolute value. + """ + # Initialize our combined selectivity to a fractional selectivity of 1 + combined_selectivity_kind = FRACTIONAL_SELECTIVITY + combined_selectivity_value = 1.0 + + if _has_any_absolute(selectivities): + combined_selectivity_kind = ABSOLUTE_SELECTIVITY + combined_selectivity_value = sys.float_info.max + for selectivity in selectivities: + if _is_absolute(selectivity): + combined_selectivity_value = min(combined_selectivity_value, selectivity.value) + else: + for selectivity in selectivities: + combined_selectivity_value *= selectivity.value + + return Selectivity(kind=combined_selectivity_kind, value=combined_selectivity_value) + + +def adjust_counts_for_filters( + schema_graph, lookup_class_counts, filter_infos, parameters, location_name, counts +): + """Adjust result counts for filters on a given location by calculating selectivities. + + Args: + schema_graph: SchemaGraph object + lookup_class_counts: function, string -> int, that accepts a class name and returns the + total number of instances plus subclass instances + filter_infos: list of FilterInfos, filters on the location being filtered + parameters: dict, parameters with which query will be executed + location_name: string, type of the location being filtered + counts: float, result count that we're adjusting for filters + + Returns: + float, counts updated for filter selectivities. + """ + selectivities = [ + _get_filter_selectivity( + schema_graph, lookup_class_counts, filter_info, parameters, location_name + ) + for filter_info in filter_infos + ] + + combined_selectivity = _combine_filter_selectivities(selectivities) + + adjusted_counts = counts + if _is_absolute(combined_selectivity): + adjusted_counts = combined_selectivity.value + elif _is_fractional(combined_selectivity): + adjusted_counts *= combined_selectivity.value + + return adjusted_counts diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py index f73606f62..ae3e7d92e 100644 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ b/graphql_compiler/macros/macro_edge/helpers.py @@ -1,6 +1,7 @@ # Copyright 2019-present Kensho Technologies, LLC. from copy import copy +from graphql import GraphQLList from graphql.language.ast import ( Argument, Field, InlineFragment, ListValue, Name, OperationDefinition, SelectionSet, StringValue @@ -378,6 +379,11 @@ def get_type_at_macro_edge_target(schema, ast): """Return the GraphQL type at the @macro_edge_target or None if there is no target.""" root_type = get_ast_field_name(ast) root_schema_type = get_field_type_from_schema(schema.get_query_type(), root_type) + + # Allow list types at the query root in the schema. + if isinstance(root_schema_type, GraphQLList): + root_schema_type = root_schema_type.of_type + return _get_type_at_macro_edge_target_using_current_type(schema, ast, root_schema_type) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 769fb8c0e..590bb9d4b 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -2,6 +2,7 @@ from copy import copy from itertools import chain +from graphql import GraphQLList from graphql.language.ast import InlineFragment, SelectionSet import six @@ -366,6 +367,10 @@ def expand_macros_in_query_ast(macro_registry, query_ast, query_args): base_start_type = query_type.fields[base_start_type_name].type tag_names = get_all_tag_names(base_ast) + # Allow list types at the query root in the schema. + if isinstance(base_start_type, GraphQLList): + base_start_type = base_start_type.of_type + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: # class name -> (macro edge name -> MacroEdgeDescriptor) inherited_macro_edges = {} diff --git a/graphql_compiler/schema_generation/graphql_schema.py b/graphql_compiler/schema_generation/graphql_schema.py index 4998129d6..9b93e5a63 100644 --- a/graphql_compiler/schema_generation/graphql_schema.py +++ b/graphql_compiler/schema_generation/graphql_schema.py @@ -7,6 +7,7 @@ GraphQLField, GraphQLInterfaceType, GraphQLList, GraphQLObjectType, GraphQLScalarType, GraphQLSchema, GraphQLUnionType ) +from graphql.utils.assert_valid_name import COMPILED_NAME_PATTERN import six from ..compiler.helpers import strip_non_null_from_type @@ -14,6 +15,21 @@ from .exceptions import EmptySchemaError +def _has_only_vertex_non_abstract_subclasses(cls_name, schema_graph): + """Return True if all the class's non-abstract subclasses are vertices. Else, return False.""" + cls_subclasses = schema_graph.get_subclass_set(cls_name) + + all_non_abstract_subclasses_are_vertices = True + for subclass_name in cls_subclasses: + subclass_element = schema_graph.get_element_by_class_name(subclass_name) + if subclass_name != cls_name: + if not subclass_element.abstract and not subclass_element.is_vertex: + all_non_abstract_subclasses_are_vertices = False + break + + return all_non_abstract_subclasses_are_vertices + + def _get_referenced_type_equivalences(graphql_types, type_equivalence_hints): """Filter union types with no edges from the type equivalence hints dict.""" referenced_types = set() @@ -68,10 +84,14 @@ def _get_fields_for_class(schema_graph, graphql_types, field_type_overrides, hid properties = schema_graph.get_element_by_class_name(cls_name).properties # Add leaf GraphQL fields (class properties). - all_properties = { - property_name: property_obj.type - for property_name, property_obj in six.iteritems(properties) - } + all_properties = {} + for property_name, property_obj in six.iteritems(properties): + if COMPILED_NAME_PATTERN.match(property_name): + all_properties[property_name] = property_obj.type + else: + warnings.warn(u'Ignoring property {} of class {} with invalid name. ' + u'Property names must match /{}/.' + .format(property_name, cls_name, COMPILED_NAME_PATTERN)) collections_of_non_graphql_scalars = { property_name @@ -165,12 +185,15 @@ def _create_interface_specification(schema_graph, graphql_types, hidden_classes, """Return a function that specifies the interfaces implemented by the given type.""" def interface_spec(): """Return a list of GraphQL interface types implemented by the type named 'cls_name'.""" - abstract_superclass_set = ( - superclass_name - for superclass_name in sorted(list(schema_graph.get_superclass_set(cls_name))) - if (superclass_name not in hidden_classes and - schema_graph.get_element_by_class_name(superclass_name).abstract) - ) + abstract_superclass_set = [] + for superclass_name in sorted(list(schema_graph.get_superclass_set(cls_name))): + if superclass_name not in hidden_classes: + if schema_graph.get_element_by_class_name(superclass_name).abstract: + if superclass_name in schema_graph.non_graph_class_names: + if _has_only_vertex_non_abstract_subclasses(superclass_name, schema_graph): + abstract_superclass_set.append(superclass_name) + else: + abstract_superclass_set.append(superclass_name) return [ graphql_types[x] @@ -304,20 +327,9 @@ def get_graphql_schema_from_schema_graph(schema_graph, class_to_field_type_overr if not schema_graph.get_element_by_class_name(non_graph_cls_name).abstract: continue - cls_subclasses = schema_graph.get_subclass_set(non_graph_cls_name) # No need to add the possible abstract class if it doesn't have subclasses besides itself. - if len(cls_subclasses) > 1: - all_non_abstract_subclasses_are_vertices = True - - # Check all non-abstract subclasses are vertices. - for subclass_name in cls_subclasses: - subclass = schema_graph.get_element_by_class_name(subclass_name) - if subclass_name != non_graph_cls_name: - if not subclass.abstract and not subclass.is_vertex: - all_non_abstract_subclasses_are_vertices = False - break - - if all_non_abstract_subclasses_are_vertices: + if len(schema_graph.get_subclass_set(non_graph_cls_name)) > 1: + if _has_only_vertex_non_abstract_subclasses(non_graph_cls_name, schema_graph): # Add abstract class as an interface. inherited_field_type_overrides.setdefault(non_graph_cls_name, dict()) field_type_overrides = inherited_field_type_overrides[non_graph_cls_name] @@ -335,7 +347,7 @@ def get_graphql_schema_from_schema_graph(schema_graph, class_to_field_type_overr # Create the root query GraphQL type. Consists of all non-union classes, i.e. # all non-abstract classes (as GraphQL types) and all abstract classes (as GraphQL interfaces). RootSchemaQuery = GraphQLObjectType('RootSchemaQuery', OrderedDict([ - (name, GraphQLField(value)) + (name, GraphQLField(GraphQLList(value))) for name, value in sorted(six.iteritems(graphql_types), key=lambda x: x[0]) if not isinstance(value, GraphQLUnionType) ])) diff --git a/graphql_compiler/schema_generation/orientdb/schema_graph_builder.py b/graphql_compiler/schema_generation/orientdb/schema_graph_builder.py index 7a03aabdb..f34647274 100644 --- a/graphql_compiler/schema_generation/orientdb/schema_graph_builder.py +++ b/graphql_compiler/schema_generation/orientdb/schema_graph_builder.py @@ -7,18 +7,18 @@ from ..exceptions import IllegalSchemaStateError from ..schema_graph import ( - EdgeType, NonGraphElement, PropertyDescriptor, SchemaGraph, VertexType, - get_subclass_sets_from_superclass_sets + EdgeType, IndexDefinition, InheritanceStructure, NonGraphElement, PropertyDescriptor, + SchemaGraph, VertexType, link_schema_elements ) from .schema_properties import ( COLLECTION_PROPERTY_TYPES, EDGE_DESTINATION_PROPERTY_NAME, EDGE_END_NAMES, - EDGE_SOURCE_PROPERTY_NAME, ORIENTDB_BASE_EDGE_CLASS_NAME, ORIENTDB_BASE_VERTEX_CLASS_NAME, - PROPERTY_TYPE_LINK_ID, parse_default_property_value, try_get_graphql_scalar_type + EDGE_SOURCE_PROPERTY_NAME, ORDERED_INDEX_TYPES, ORIENTDB_BASE_EDGE_CLASS_NAME, + ORIENTDB_BASE_VERTEX_CLASS_NAME, PROPERTY_TYPE_LINK_ID, UNIQUE_INDEX_TYPES, + parse_default_property_value, try_get_graphql_scalar_type ) -from .utils import toposort_classes -def get_orientdb_schema_graph(schema_data): +def get_orientdb_schema_graph(schema_data, index_data): """Create a new SchemaGraph from the OrientDB schema data. Args: @@ -61,64 +61,59 @@ class is an edge class, and '{}' for the embedded set type. Note that if the property is a collection type, it must have a default value. + index_data: list of dicts describing the schema indexes. Each dict must have + the following string fields: + - name: string, the name of the index. + - type: string, specifying the type of the index. It must be one of: + 'UNIQUE', 'NOTUNIQUE', 'UNIQUE_HASH_INDEX', or + 'NOTUNIQUE_HASH_INDEX'. + - indexDefinition: dict, defining the index. It must contain one of two + string keys: + - field: string, the name of the field which the index + encompasses. + - indexDefinitions: list of dicts. Each one of these + dicts must contain a string field + key. These specify the + set of fields which the index + encompasses. + - className: string, the name of the class on which the index is defined. + - nullValuesIgnored: bool, indicating if the index ignores null values. Returns: fully-constructed SchemaGraph object """ - - toposorted_schema_data = toposort_classes(schema_data) - - superclass_sets = _get_superclass_sets_from_schema_data(toposorted_schema_data) - class_name_to_definition = { class_definition['name']: class_definition - for class_definition in toposorted_schema_data + for class_definition in schema_data + } + + direct_superclass_sets = { + class_name: get_superclasses_from_class_definition(class_definition) + for class_name, class_definition in six.iteritems(class_name_to_definition) } - non_graph_elements = _get_non_graph_elements(class_name_to_definition, superclass_sets) - inner_collection_objs = _get_graphql_rep_of_non_graph_elements( - non_graph_elements, superclass_sets) + inheritance_structure = InheritanceStructure(direct_superclass_sets) + + non_graph_elements = _get_non_graph_elements(class_name_to_definition, inheritance_structure) + inner_collection_objs = _get_graphql_representation_of_non_graph_elements( + non_graph_elements, inheritance_structure) elements = non_graph_elements elements.update( - _get_edge_elements(class_name_to_definition, superclass_sets, inner_collection_objs)) + _get_edge_elements(class_name_to_definition, inheritance_structure, inner_collection_objs) + ) elements.update( - _get_vertex_elements(class_name_to_definition, superclass_sets, inner_collection_objs)) + _get_vertex_elements(class_name_to_definition, inheritance_structure, inner_collection_objs) + ) # Initialize the connections that show which schema classes can be connected to # which other schema classes, then freeze all schema elements. - _link_schema_elements(elements, superclass_sets) + link_schema_elements(elements, inheritance_structure) for element in six.itervalues(elements): element.freeze() - return SchemaGraph(elements, superclass_sets) - - -def _get_superclass_sets_from_schema_data(schema_data): - """Return the superclass sets from the OrientDB schema data.""" - # For each class name, construct its superclass set: - # itself + the set of class names from which it inherits. - superclass_sets = dict() - for class_definition in schema_data: - class_name = class_definition['name'] - immediate_superclass_names = get_superclasses_from_class_definition( - class_definition) - - superclass_set = set(immediate_superclass_names) - superclass_set.add(class_name) - - # Since the input data must be in topological order, the superclasses of - # the current class should have already been processed. - # A KeyError on the following line would mean that the input - # was not topologically sorted. - superclass_set.update(chain.from_iterable( - superclass_sets[superclass_name] - for superclass_name in immediate_superclass_names - )) - - # Freeze the superclass set so it can't ever be modified again. - superclass_sets[class_name] = frozenset(superclass_set) - return superclass_sets + all_indexes = _get_indexes(index_data, elements) + return SchemaGraph(elements, inheritance_structure, all_indexes) def get_superclasses_from_class_definition(class_definition): @@ -138,10 +133,10 @@ def get_superclasses_from_class_definition(class_definition): return [] -def _get_non_graph_elements(class_name_to_definition, superclass_sets): +def _get_non_graph_elements(class_name_to_definition, inheritance_structure): """Return a dict mapping class name to NonGraphElement.""" non_graph_elements = dict() - _, _, non_graph_class_names = _get_vertex_edge_and_non_graph_class_names(superclass_sets) + _, _, non_graph_class_names = _get_vertex_edge_and_non_graph_class_names(inheritance_structure) for class_name in non_graph_class_names: class_definition = class_name_to_definition[class_name] @@ -149,7 +144,7 @@ def _get_non_graph_elements(class_name_to_definition, superclass_sets): abstract = _is_abstract(class_definition) inherited_property_definitions = _get_inherited_property_definitions( - superclass_sets[class_name], class_name_to_definition) + inheritance_structure.superclass_sets[class_name], class_name_to_definition) link_property_definitions, non_link_property_definitions = ( _get_link_and_non_link_properties(inherited_property_definitions)) @@ -165,13 +160,12 @@ def _get_non_graph_elements(class_name_to_definition, superclass_sets): return non_graph_elements -def _get_edge_elements(class_name_to_definition, superclass_sets, inner_collection_objs): +def _get_edge_elements(class_name_to_definition, inheritance_structure, inner_collection_objs): """Return a dict mapping class name to EdgeType.""" edge_elements = dict() - subclass_sets = get_subclass_sets_from_superclass_sets(superclass_sets) vertex_class_names, edge_class_names, non_graph_class_names = ( - _get_vertex_edge_and_non_graph_class_names(superclass_sets)) + _get_vertex_edge_and_non_graph_class_names(inheritance_structure)) for class_name in edge_class_names: class_definition = class_name_to_definition[class_name] @@ -179,18 +173,18 @@ def _get_edge_elements(class_name_to_definition, superclass_sets, inner_collecti abstract = _is_abstract(class_definition) inherited_property_definitions = _get_inherited_property_definitions( - superclass_sets[class_name], class_name_to_definition) + inheritance_structure.superclass_sets[class_name], class_name_to_definition) link_property_definitions, non_link_property_definitions = ( _get_link_and_non_link_properties(inherited_property_definitions)) for definition in link_property_definitions: _validate_link_definition( - class_name_to_definition, definition, vertex_class_names, subclass_sets) + class_name_to_definition, definition, vertex_class_names, inheritance_structure) links = _get_end_direction_to_superclasses(link_property_definitions) maybe_base_in_connection, maybe_base_out_connection = _try_get_base_connections( - class_name, superclass_sets, links, abstract) + class_name, inheritance_structure, links, abstract) property_name_to_descriptor = _get_element_properties( class_name, non_link_property_definitions, non_graph_class_names, inner_collection_objs) @@ -201,12 +195,12 @@ def _get_edge_elements(class_name_to_definition, superclass_sets, inner_collecti return edge_elements -def _get_vertex_elements(class_name_to_definition, superclass_sets, inner_collection_objs): +def _get_vertex_elements(class_name_to_definition, inheritance_structure, inner_collection_objs): """Return a dict mapping class name to VertexType.""" vertex_elements = dict() vertex_class_names, _, non_graph_class_names = ( - _get_vertex_edge_and_non_graph_class_names(superclass_sets)) + _get_vertex_edge_and_non_graph_class_names(inheritance_structure)) for class_name in vertex_class_names: class_definition = class_name_to_definition[class_name] @@ -214,7 +208,7 @@ def _get_vertex_elements(class_name_to_definition, superclass_sets, inner_collec abstract = _is_abstract(class_definition) inherited_property_definitions = _get_inherited_property_definitions( - superclass_sets[class_name], class_name_to_definition) + inheritance_structure.superclass_sets[class_name], class_name_to_definition) link_property_definitions, non_link_property_definitions = ( _get_link_and_non_link_properties(inherited_property_definitions)) @@ -230,13 +224,13 @@ def _get_vertex_elements(class_name_to_definition, superclass_sets, inner_collec return vertex_elements -def _get_vertex_edge_and_non_graph_class_names(superclass_sets): +def _get_vertex_edge_and_non_graph_class_names(inheritance_structure): """Return the vertex, edge and non-graph class names.""" vertex_class_names = set() edge_class_names = set() non_graph_class_names = set() - for class_name, superclass_set in six.iteritems(superclass_sets): + for class_name, superclass_set in six.iteritems(inheritance_structure.superclass_sets): is_vertex = ORIENTDB_BASE_VERTEX_CLASS_NAME in superclass_set is_edge = ORIENTDB_BASE_EDGE_CLASS_NAME in superclass_set @@ -373,7 +367,7 @@ def _get_default_value(class_name, property_definition): def _validate_link_definition(class_name_to_definition, property_definition, - vertex_class_names, subclass_sets): + vertex_class_names, inheritance_structure): """Validate that property named either 'in' or 'out' is properly defined as a link.""" name = property_definition['name'] type_id = property_definition['type'] @@ -387,7 +381,7 @@ def _validate_link_definition(class_name_to_definition, property_definition, if linked_class not in vertex_class_names: is_linked_class_abstract = class_name_to_definition[linked_class]['abstract'] all_subclasses_are_vertices = True - for subclass in subclass_sets[linked_class]: + for subclass in inheritance_structure.subclass_sets[linked_class]: if subclass != linked_class and subclass not in vertex_class_names: all_subclasses_are_vertices = False break @@ -409,7 +403,7 @@ def _get_end_direction_to_superclasses(link_property_definitions): return links -def _try_get_base_connections(class_name, superclass_sets, links, abstract): +def _try_get_base_connections(class_name, inheritance_structure, links, abstract): """Return a tuple with the EdgeType's base connections. Each tuple element may be None.""" base_connections = {} @@ -421,7 +415,7 @@ def _try_get_base_connections(class_name, superclass_sets, links, abstract): # if it exists, must be the class in linked_classes that is a subclass of all other # classes in linked_classes. for linked_class in linked_classes: - superclass_set = superclass_sets[linked_class] + superclass_set = inheritance_structure.superclass_sets[linked_class] if set(linked_classes).issubset(superclass_set): base_connections[end_direction] = linked_class @@ -435,43 +429,69 @@ def _try_get_base_connections(class_name, superclass_sets, links, abstract): ) -def _link_schema_elements(elements, superclass_sets): - """For each edge, link the schema elements it connects to each other.""" - subclass_sets = get_subclass_sets_from_superclass_sets(superclass_sets) - _, edge_class_names, _ = _get_vertex_edge_and_non_graph_class_names(superclass_sets) - - for edge_class_name in edge_class_names: - edge_element = elements[edge_class_name] - - from_class_name = edge_element.base_in_connection - to_class_name = edge_element.base_out_connection - - if not from_class_name or not to_class_name: - continue - - edge_schema_element = elements[edge_class_name] - - # Link from_class_name with edge_class_name - for from_class in subclass_sets[from_class_name]: - from_schema_element = elements[from_class] - from_schema_element.out_connections.add(edge_class_name) - edge_schema_element.in_connections.add(from_class) - - # Link edge_class_name with to_class_name - for to_class in subclass_sets[to_class_name]: - to_schema_element = elements[to_class] - edge_schema_element.out_connections.add(to_class) - to_schema_element.in_connections.add(edge_class_name) - - -def _get_graphql_rep_of_non_graph_elements(non_graph_elements, superclass_sets): +def _get_graphql_representation_of_non_graph_elements(non_graph_elements, inheritance_structure): """Return a dict mapping name to GraphQL Object for non graph elements without superclasses.""" graphql_reps = {} for element_name, element in six.iteritems(non_graph_elements): - if superclass_sets[element_name] == {element_name}: + if inheritance_structure.superclass_sets[element_name] == {element_name}: fields = { name: property_obj.type for name, property_obj in element.properties.items() } graphql_reps[element_name] = GraphQLObjectType(element_name, fields, []) return graphql_reps + + +def _get_indexes(index_data, elements): + """Return a set of IndexDefinitions describing the indexes defined in the OrientDB database.""" + all_indexes = set() + + # Get indexes from OrientDB. + all_class_names = set(elements.keys()) + + for index in index_data: + index_name = index['name'] + index_type = index['type'] + index_unique = index_type in UNIQUE_INDEX_TYPES + index_ordered = index_type in ORDERED_INDEX_TYPES + index_definition = index['indexDefinition'] + index_base_classname = index_definition['className'] + index_ignore_nulls = index_definition['nullValuesIgnored'] + + # Exclude indexes on OrientDB metadata classes (e.g. OUser). + if index_base_classname not in all_class_names: + continue + + # Index fields can be specified in one of two ways: + # - directly on the "indexDefinition" dict, if only a single field is covered; + # - within a nested "indexDefinitions" dict inside + # the top-level "indexDefinition" dict, if multiple fields are covered. + single_field = index_definition.get('field', None) + if single_field is not None: + index_fields = frozenset((single_field,)) + else: + index_fields = frozenset( + subdefinition['field'] + for subdefinition in index_definition['indexDefinitions'] + ) + + if not index_fields: + raise AssertionError(u'Unable to load index fields for index: {}'.format(index)) + + if index_ignore_nulls and len(index_fields) != 1: + raise AssertionError( + u'Index {} ignores nulls, but covers more than one field. ' + u'We don\'t know how OrientDB handles such indexes, so they are not allowed. ' + u'{}'.format(index_name, index)) + + definition = IndexDefinition( + name=index_name, + base_classname=index_base_classname, + fields=index_fields, + unique=index_unique, + ignore_nulls=index_ignore_nulls, + ordered=index_ordered, + ) + all_indexes.add(definition) + + return frozenset(all_indexes) diff --git a/graphql_compiler/schema_generation/orientdb/schema_properties.py b/graphql_compiler/schema_generation/orientdb/schema_properties.py index f58178636..61152aa59 100644 --- a/graphql_compiler/schema_generation/orientdb/schema_properties.py +++ b/graphql_compiler/schema_generation/orientdb/schema_properties.py @@ -9,6 +9,24 @@ from ...schema import GraphQLDate, GraphQLDateTime, GraphQLDecimal +ORDERED_UNIQUE_INDEX_TYPE = 'UNIQUE' +ORDERED_NON_UNIQUE_INDEX_TYPE = 'NOTUNIQUE' +HASHED_UNIQUE_INDEX_TYPE = 'UNIQUE_HASH_INDEX' +HASHED_NON_UNIQUE_INDEX_TYPE = 'NOTUNIQUE_HASH_INDEX' + +UNIQUE_INDEX_TYPES = frozenset({ + ORDERED_UNIQUE_INDEX_TYPE, + HASHED_UNIQUE_INDEX_TYPE, +}) +NON_UNIQUE_INDEX_TYPES = frozenset({ + ORDERED_NON_UNIQUE_INDEX_TYPE, + HASHED_NON_UNIQUE_INDEX_TYPE, +}) +ORDERED_INDEX_TYPES = frozenset({ + ORDERED_UNIQUE_INDEX_TYPE, + ORDERED_NON_UNIQUE_INDEX_TYPE, +}) + # The naming stems from OrientDB naming conventions for builtin link properties for edges. EDGE_SOURCE_PROPERTY_NAME = 'out' EDGE_DESTINATION_PROPERTY_NAME = 'in' diff --git a/graphql_compiler/schema_generation/orientdb/utils.py b/graphql_compiler/schema_generation/orientdb/utils.py index 9db1e3f07..a87e199ed 100644 --- a/graphql_compiler/schema_generation/orientdb/utils.py +++ b/graphql_compiler/schema_generation/orientdb/utils.py @@ -7,71 +7,9 @@ '\'ORIDs\', \'OUser\', \'OIdentity\', \'OSchedule\', \'OFunction\']' ) - -def toposort_classes(classes): - """Sort class metadatas so that a superclass is always before the subclass""" - def get_class_topolist(class_name, name_to_class, processed_classes, current_trace): - """Return a topologically sorted list of this class's dependencies and class itself - - Args: - class_name: string, name of the class to process - name_to_class: dict, class_name -> descriptor - processed_classes: set of strings, a set of classes that have already been processed - current_trace: list of strings, list of classes traversed during the recursion - - Returns: - list of dicts, list of classes sorted in topological order - """ - # Check if this class has already been handled - if class_name in processed_classes: - return [] - - if class_name in current_trace: - raise AssertionError( - 'Encountered self-reference in dependency chain of {}'.format(class_name)) - - cls = name_to_class[class_name] - # Collect the dependency classes - # These are bases and classes from linked properties - dependencies = _list_superclasses(cls) - # Recursively process linked edges - properties = cls['properties'] if 'properties' in cls else [] - for prop in properties: - if 'linkedClass' in prop: - dependencies.append(prop['linkedClass']) - - class_list = [] - # Recursively process superclasses - current_trace.add(class_name) - for dependency in dependencies: - class_list.extend(get_class_topolist( - dependency, name_to_class, processed_classes, current_trace)) - current_trace.remove(class_name) - # Do the bookkeeping - class_list.append(name_to_class[class_name]) - processed_classes.add(class_name) - - return class_list - - # Map names to classes - class_map = {c['name']: c for c in classes} - seen_classes = set() - - toposorted = [] - for name in class_map.keys(): - toposorted.extend(get_class_topolist(name, class_map, seen_classes, set())) - return toposorted - - -def _list_superclasses(class_def): - """Return a list of the superclasses of the given class""" - superclasses = class_def.get('superClasses', []) - if superclasses: - # Make sure to duplicate the list - return list(superclasses) - - sup = class_def.get('superClass', None) - if sup: - return [sup] - else: - return [] +ORIENTDB_INDEX_RECORDS_QUERY = ( + 'SELECT name, type, indexDefinition, metadata FROM (' + 'SELECT expand(indexes) FROM metadata:indexmanager' + ') WHERE type IN ' + '[\'UNIQUE\', \'NOTUNIQUE\', \'UNIQUE_HASH_INDEX\', \'NOTUNIQUE_HASH_INDEX\']' +) diff --git a/graphql_compiler/schema_generation/schema_graph.py b/graphql_compiler/schema_generation/schema_graph.py index f2a187137..97d8a3ec0 100644 --- a/graphql_compiler/schema_generation/schema_graph.py +++ b/graphql_compiler/schema_generation/schema_graph.py @@ -1,6 +1,7 @@ # Copyright 2019-present Kensho Technologies, LLC. from abc import ABCMeta, abstractmethod -from collections import namedtuple +from collections import OrderedDict, namedtuple +from itertools import chain import six @@ -25,6 +26,13 @@ ) +ILLEGAL_PROPERTY_NAMES = ( + # Names we reserve for referencing base connections as fields of an IndexDefinition object. + 'out', + 'in', +) + + class SchemaGraph(object): """The SchemaGraph is a graph utility used to represent a OrientDB schema. @@ -33,27 +41,28 @@ class SchemaGraph(object): on the graph. It also holds a fully denormalized schema for the graph. """ - def __init__(self, elements, superclass_sets): + def __init__(self, elements, inheritance_structure, all_indexes): """Create a new SchemaGraph. Args: elements: a dict, string -> SchemaElement, mapping each class in the schema to its corresponding SchemaElement object. - superclass_sets: a dict, string -> set of strings, mapping each class to its - superclasses. The set of superclasses includes the class itself and - the transitive superclasses. For instance, if A is a superclass of B, - and B is a superclass of C, then C's superclass set is {'A', 'B'}. + inheritance_structure: InheritanceStructure object, (with superclass_sets and + subclass_sets properties), describing the inheritance structure + of the SchemaGraph. + all_indexes: set of IndexDefinitions, describing the indexes defined on the schema. Returns: fully-constructed SchemaGraph object """ self._elements = elements - self._superclass_sets = superclass_sets - self._subclass_sets = get_subclass_sets_from_superclass_sets(superclass_sets) + self._inheritance_structure = inheritance_structure + self._all_indexes = all_indexes + self._class_to_indexes = self._get_class_to_indexes() - self._vertex_class_names = self._get_element_names_of_class(VertexType) - self._edge_class_names = self._get_element_names_of_class(EdgeType) - self._non_graph_class_names = self._get_element_names_of_class(NonGraphElement) + self._vertex_class_names = _get_element_names_of_class(elements, VertexType) + self._edge_class_names = _get_element_names_of_class(elements, EdgeType) + self._non_graph_class_names = _get_element_names_of_class(elements, NonGraphElement) def get_element_by_class_name(self, class_name): """Return the SchemaElement for the specified class name""" @@ -61,11 +70,11 @@ def get_element_by_class_name(self, class_name): def get_superclass_set(self, cls): """Return all class names that the given class inherits from, including itself.""" - return self._superclass_sets[cls] + return self._inheritance_structure.superclass_sets[cls] def get_subclass_set(self, cls): """Return all class names that inherit from this class, including itself.""" - return self._subclass_sets[cls] + return self._inheritance_structure.subclass_sets[cls] def get_default_property_values(self, classname): """Return a dict with default values for all properties declared on this class.""" @@ -112,6 +121,50 @@ def get_edge_schema_element_or_raise(self, edge_classname): return schema_element + def get_unique_indexes_for_class(self, cls): + """Return a frozenset of IndexDefinitions of unique indexes that apply to this class.""" + return frozenset({ + index_definition + for index_definition in self.get_all_indexes_for_class(cls) + if index_definition.unique + }) + + def get_properties_captured_by_index(self, index_definition, classname, props): + """Return the dict of values captured by the index, or None if the index does not apply. + + Args: + index_definition: IndexDefinition describing the index to be checked for coverage + classname: string, the class to check for index coverage + props: dict, the properties on the vertex or edge being checked for coverage + under the index + + Returns: + dict or None: + - dict of the key-value pairs covered by the index, if the index applies, or + - None, if the index does not cover the specified class and properties + """ + indexed_classes = self.get_subclass_set(index_definition.base_classname) + if classname not in indexed_classes: + return None + + covered_props = { + field_name: props[field_name] + for field_name in index_definition.fields + } + + if index_definition.ignore_nulls: + for value in six.itervalues(covered_props): + if value is None: + # We found a None value in a null-ignoring index. + # The index does not apply. + return None + + return covered_props + + def get_all_indexes_for_class(self, cls): + """Return a frozenset of all IndexDefinitions (unique or not) that apply to this class.""" + return self._class_to_indexes.get(cls, frozenset()) + def validate_is_vertex_type(self, vertex_classname): """Validate that a vertex classname indeed corresponds to a vertex class.""" self.get_vertex_schema_element_or_raise(vertex_classname) @@ -168,14 +221,36 @@ def non_graph_class_names(self): """Return the set of non-graph class names in the SchemaGraph.""" return self._non_graph_class_names - def _get_element_names_of_class(self, cls): - """Return a frozenset of the names of the elements are instances of the class.""" + @property + def all_indexes(self): + """Return the set of all indexes in the schema.""" + return self._all_indexes + + @property + def unique_indexes(self): + """Return the set of all unique indexes in the schema.""" return frozenset({ - name - for name, element in self._elements.items() - if isinstance(element, cls) + index_definition + for index_definition in self._all_indexes + if index_definition.unique }) + def _get_class_to_indexes(self): + """Return a dict mapping class name to the class indexes.""" + # Record the fact that the index applies to all subclasses of the index base class. + indexes_per_class = {} + for index in self._all_indexes: + for subclass_name in self.get_subclass_set(index.base_classname): + indexes_per_class.setdefault(subclass_name, []).append(index) + + # Convert the lists into frozensets and assign to the property value. + class_to_indexes = { + classname: frozenset(definitions) + for classname, definitions in six.iteritems(indexes_per_class) + } + + return class_to_indexes + @six.python_2_unicode_compatible @six.add_metaclass(ABCMeta) @@ -351,12 +426,115 @@ def _validate_non_abstract_edge_has_defined_base_connections( def _validate_property_names(class_name, properties): """Validate that properties do not have names that may cause problems in the GraphQL schema.""" for property_name in properties: - if not property_name or property_name.startswith(ILLEGAL_PROPERTY_NAME_PREFIXES): + is_illegal_name = ( + not property_name or + property_name.startswith(ILLEGAL_PROPERTY_NAME_PREFIXES) or + property_name in ILLEGAL_PROPERTY_NAMES + ) + if is_illegal_name: raise IllegalSchemaStateError(u'Class "{}" has a property with an illegal name: ' u'{}'.format(class_name, property_name)) -def get_subclass_sets_from_superclass_sets(superclass_sets): +class InheritanceStructure(object): + + def __init__(self, direct_superclass_sets): + """Create a new InheritanceStructure object. + + Args: + direct_superclass_sets: dict, string -> set of strings, mapping a class + to its direct superclasses. + + Returns: + an InheritanceStructure object. + """ + direct_superclass_sets = _get_toposorted_direct_superclass_sets(direct_superclass_sets) + self._superclass_sets = _get_transitive_superclass_sets(direct_superclass_sets) + self._subclass_sets = _get_subclass_sets_from_superclass_sets(self._superclass_sets) + + @property + def superclass_sets(self): + """Return a dict mapping each class to all classes it inherit from, including itself.""" + return self._superclass_sets + + @property + def subclass_sets(self): + """Return a dict mapping each class to all classes that inherit it, including itself.""" + return self._subclass_sets + + +def _get_toposorted_direct_superclass_sets(direct_superclass_sets): + """Return a topologically sorted OrderedDict that maps each class to its direct superclasses. + + Args: + direct_superclass_sets: dict, string -> set of strings, mapping a class + to its direct superclasses. + + Return: + an OrderedDict toposorted by class inheritance. Each class appears before its subclasses. + """ + def get_class_topolist(class_name, processed_classes, current_trace): + """Return a topologically sorted list of this class's superclasses and the class itself. + + Args: + class_name: string, name of the class to process. + processed_classes: set of strings, a set of classes that have already been processed. + current_trace: list of strings, list of classes traversed during the recursion. + + Returns: + list of dicts, list of class names sorted in topological order. + """ + # Check if this class has already been handled + if class_name in processed_classes: + return [] + + if class_name in current_trace: + raise AssertionError( + 'Encountered self-reference in dependency chain of {}'.format(class_name)) + + class_list = [] + # Recursively process superclasses + current_trace.add(class_name) + for superclass_name in direct_superclass_sets[class_name]: + class_list.extend(get_class_topolist(superclass_name, processed_classes, current_trace)) + current_trace.remove(class_name) + # Do the bookkeeping + class_list.append(class_name) + processed_classes.add(class_name) + + return class_list + + toposorted = [] + for name in direct_superclass_sets.keys(): + toposorted.extend(get_class_topolist(name, set(), set())) + return OrderedDict((class_name, direct_superclass_sets[class_name]) + for class_name in toposorted) + + +def _get_transitive_superclass_sets(toposorted_direct_superclass_sets): + """Return the transitive superclass sets from the toposorted direct superclass sets.""" + # For each class name, construct its superclass set: + # itself + the set of class names from which it inherits. + superclass_sets = dict() + for class_name, direct_superclass_set in six.iteritems(toposorted_direct_superclass_sets): + superclass_set = set(direct_superclass_set) + superclass_set.add(class_name) + + # Since the input data must be in topological order, the superclasses of + # the current class should have already been processed. + # A KeyError on the following line would mean that the input + # was not topologically sorted. + superclass_set.update(chain.from_iterable( + superclass_sets[superclass_name] + for superclass_name in direct_superclass_set + )) + + # Freeze the superclass set so it can't ever be modified again. + superclass_sets[class_name] = frozenset(superclass_set) + return superclass_sets + + +def _get_subclass_sets_from_superclass_sets(superclass_sets): """Return a dict mapping each class to its set of subclasses.""" subclass_sets = dict() for subclass_name, superclass_names in six.iteritems(superclass_sets): @@ -372,8 +550,57 @@ def get_subclass_sets_from_superclass_sets(superclass_sets): return subclass_sets +def _get_element_names_of_class(elements, cls): + """Return a frozenset of the names of the elements are instances of the class.""" + return frozenset({ + name + for name, element in elements.items() + if isinstance(element, cls) + }) + + +def link_schema_elements(elements, inheritance_structure): + """For each edge, link the schema elements it connects to each other.""" + for edge_class_name in _get_element_names_of_class(elements, EdgeType): + edge_element = elements[edge_class_name] + + from_class_name = edge_element.base_in_connection + to_class_name = edge_element.base_out_connection + + if not from_class_name or not to_class_name: + continue + + edge_schema_element = elements[edge_class_name] + + # Link from_class_name with edge_class_name + for from_class in inheritance_structure.subclass_sets[from_class_name]: + from_schema_element = elements[from_class] + from_schema_element.out_connections.add(edge_class_name) + edge_schema_element.in_connections.add(from_class) + + # Link edge_class_name with to_class_name + for to_class in inheritance_structure.subclass_sets[to_class_name]: + to_schema_element = elements[to_class] + edge_schema_element.out_connections.add(to_class) + to_schema_element.in_connections.add(edge_class_name) + + # A way to describe a property's type and associated information: # - type: GraphQLType, the type of this property # - default: the default value for the property, used when a record is inserted without an # explicit value for this property. Set to None if no default is given in the schema. PropertyDescriptor = namedtuple('PropertyDescriptor', ('type', 'default')) + + +# A way to describe an index: +# - name: string, the name of the index. +# - base_classname: string, the name of the class on which the index is defined. +# - fields: set of strings, indicating which objects the index encompasses. +# The 'in' and 'out' strings refer to the base connections. +# All other strings reference the base class's properties. +# - unique: bool, indicating whether this index is unique. +# - ordered: bool, indicating whether this index is ordered. +# - ignore_nulls: bool, indicating if the index ignores null values. +IndexDefinition = namedtuple( + 'IndexDefinition', + ('name', 'base_classname', 'fields', 'unique', 'ordered', 'ignore_nulls')) diff --git a/graphql_compiler/tests/complex_nested_optionals_output.sql b/graphql_compiler/tests/complex_nested_optionals_output.sql index 2cea83a55..f66d1a06a 100644 --- a/graphql_compiler/tests/complex_nested_optionals_output.sql +++ b/graphql_compiler/tests/complex_nested_optionals_output.sql @@ -37,6 +37,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__in_Animal_ParentOf__in_Entity_Related___1.name AS `grandchild_relation_name`, Animal__in_Animal_ParentOf__in_Entity_Related__out_Animal_OfSpecies___1.name AS `grandchild_relation_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -102,6 +103,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -122,6 +124,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__in_Animal_ParentOf__in_Animal_ParentOf___1.name AS `grandchild_name`, Animal__in_Animal_ParentOf__in_Entity_Related___1.name AS `grandchild_relation_name`, Animal__in_Animal_ParentOf__in_Entity_Related__out_Animal_OfSpecies___1.name AS `grandchild_relation_species`, Animal__in_Animal_ParentOf__in_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandchild_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ as: Animal__in_Animal_ParentOf___1 @@ -130,6 +133,7 @@ LET }}.out('Animal_OfSpecies') {{ as: Animal__in_Animal_ParentOf__in_Animal_ParentOf__out_Animal_OfSpecies___1 }} , {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal__in_Animal_ParentOf___1 }}.in('Entity_Related') {{ where: ((@this INSTANCEOF 'Animal')), @@ -151,6 +155,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__in_Animal_ParentOf__in_Entity_Related___1.name AS `grandchild_relation_name`, Animal__in_Animal_ParentOf__in_Entity_Related__out_Animal_OfSpecies___1.name AS `grandchild_relation_species`, Animal__out_Animal_ParentOf__out_Animal_ParentOf___1.name AS `grandparent_name`, Animal__out_Animal_ParentOf__out_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandparent_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -181,6 +186,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__in_Animal_ParentOf__in_Animal_ParentOf___1.name AS `grandchild_name`, Animal__in_Animal_ParentOf__in_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandchild_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -205,6 +211,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__out_Animal_ParentOf__out_Animal_ParentOf___1.name AS `grandparent_name`, Animal__out_Animal_ParentOf__out_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandparent_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -227,6 +234,7 @@ LET Animal___1.name AS `animal_name`, Animal__in_Animal_ParentOf___1.name AS `child_name`, Animal__in_Animal_ParentOf__in_Animal_ParentOf___1.name AS `grandchild_name`, Animal__in_Animal_ParentOf__in_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandchild_species`, Animal__out_Animal_ParentOf__out_Animal_ParentOf___1.name AS `grandparent_name`, Animal__out_Animal_ParentOf__out_Animal_ParentOf__out_Animal_OfSpecies___1.name AS `grandparent_species`, Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -307,6 +315,7 @@ LET }}.out('Animal_OfSpecies') {{ as: Animal__in_Animal_ParentOf__in_Animal_ParentOf__out_Animal_OfSpecies___1 }} , {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal__in_Animal_ParentOf___1 }}.in('Entity_Related') {{ where: ((@this INSTANCEOF 'Animal')), diff --git a/graphql_compiler/tests/conftest.py b/graphql_compiler/tests/conftest.py index 954e09279..6d46c509a 100644 --- a/graphql_compiler/tests/conftest.py +++ b/graphql_compiler/tests/conftest.py @@ -51,7 +51,7 @@ def _init_graph_client(load_schema_func, generate_data_func): @pytest.fixture(scope='class') -def graph_client(request, init_snapshot_graph_client): +def snapshot_graph_client(request, init_snapshot_graph_client): """Get a client for an initialized db, with all test data imported.""" request.cls.graph_client = init_snapshot_graph_client diff --git a/graphql_compiler/tests/integration_tests/test_backends_integration.py b/graphql_compiler/tests/integration_tests/test_backends_integration.py index 533e9b70c..ed8853421 100644 --- a/graphql_compiler/tests/integration_tests/test_backends_integration.py +++ b/graphql_compiler/tests/integration_tests/test_backends_integration.py @@ -124,6 +124,24 @@ def test_simple_filter(self, backend_name): self.assertResultsEqual(graphql_query, parameters, backend_name, expected_results) + @integration_fixtures + def test_edge_from_superclass_with_preferred_location_not_at_root(self): + graphql_query = '''{ + Animal { + name @output(out_name: "animal_name") + out_Entity_Related { + name @output(out_name: "related_animal_name") + alias @filter(op_name: "contains", value: ["$name"]) + } + } + }''' + parameters = { + 'name': 'Species 2', + } + expected_results = [] + + self.assertResultsEqual(graphql_query, parameters, test_backend.ORIENTDB, expected_results) + @all_backends @integration_fixtures def test_two_filters(self, backend_name): diff --git a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py index 2719ab550..6838830e7 100644 --- a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py @@ -7,146 +7,152 @@ snapshots = Snapshot() -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_and_filter_with_tag 1'] = frozenset({(frozenset({('related_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('origin', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('origin', 'Pteranodon__(10_13_14_9)'), ('related_name', 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(frozenset({('related_animal_species', ('Pteranodon',)), ('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_fold_traversal 1'] = frozenset({(frozenset({('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Dragon', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Nazgul', 'Pteranodon', 'Dragon', 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('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Nazgul',)), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('related_animal_species', ('Nazgul',)), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Hippogriff')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff')), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Nazgul', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('related_animal_species', ('Hippogriff',))}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', ('Pteranodon', 'Hippogriff', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__14'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff', 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('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('related_animal_species', ('Nazgul', 'Hippogriff', 'Nazgul', 'Pteranodon', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Nazgul', 'Dragon'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('related_animal_species', ('Hippogriff',))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__18'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Hippogriff', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('related_animal_species', ('Dragon',))}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Dragon', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__12')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Dragon'))}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 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1), (frozenset({('animal_name', 'Hippogriff__11'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Hippogriff__17'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__12'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Dragon__11'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__5')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__9')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Pteranodon__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__7'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Pteranodon__15'), 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__4')}), 3), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)'), ('related_animal_species', 'Hippogriff')}), 5), (frozenset({('animal_name', 'Hippogriff__18'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('animal_name', 'Nazgul__17'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__4')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(1_12_18_9)')}), 7), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Dragon__0'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__11')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__1')}), 5), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Nazgul__18'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Hippogriff__13'), ('related_animal_species', 'Hippogriff')}), 9), (frozenset({('animal_name', 'Hippogriff__6'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__10')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__9'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Pteranodon__9'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Dragon__14'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__10'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Hippogriff__8'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__1')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__13'), ('related_animal_species', 'Pteranodon')}), 6), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Dragon__2'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__13'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(0_13_4_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__4'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('animal_name', 'Nazgul__2'), ('related_animal_species', 'Nazgul')}), 7), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__0'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__6')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__16')}), 7), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Hippogriff__12'), ('related_animal_species', 'Hippogriff')}), 5), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__9')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__7'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Pteranodon__12'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__13')}), 6), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Dragon__12'), ('related_animal_species', 'Dragon')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Nazgul__18'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Pteranodon__9'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('related_animal_species', 'Pteranodon')}), 1), 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'Hippogriff')}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)'), ('related_animal_species', 'Hippogriff')}), 7), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__16'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__10'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Dragon__16'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Hippogriff__12'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Pteranodon__6'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__1'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__10')}), 3), (frozenset({('animal_name', 'Pteranodon__11'), ('related_animal_species', 'Pteranodon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__9')}), 3), (frozenset({('animal_name', 'Hippogriff__18'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__14'), ('related_animal_species', 'Pteranodon')}), 7), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__4'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Pteranodon')}), 9), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Pteranodon__18'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__2'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__10')}), 3), (frozenset({('animal_name', 'Nazgul__13'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 5), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__2')}), 6), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 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'Pteranodon')}), 6), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__16')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__4'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__18'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__14')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Pteranodon')}), 8), (frozenset({('animal_name', 'Pteranodon__7'), ('related_animal_species', 'Pteranodon')}), 3), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__13'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('related_animal_species', 'Nazgul')}), 7), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__0'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Dragon__7'), ('related_animal_species', 'Dragon')}), 6), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), 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'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 4), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Hippogriff__12')}), 4), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Dragon__3')}), 2)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 5), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 2), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 4), (frozenset({('animal_name', 'Hippogriff__2')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Nazgul__13')}), 4), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 2), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Hippogriff__1')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Dragon__12')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Hippogriff__6')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__19')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 4), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 2), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 4), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_fold_after_traverse 1'] = frozenset({(frozenset({('sibling_and_self_names_list', 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(frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Nazgul__10'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__17')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__1')}), 1), 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'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__6'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__19')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__9'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__11')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__4'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_fold_and_deep_traverse 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__8'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), 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(frozenset({('animal_name', 'Hippogriff__12'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Hippogriff__7'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__0')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), 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'Hippogriff')), ('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)'), ('sibling_and_self_species_list', ())}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Nazgul__17'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Nazgul__14'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 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(frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 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(frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__1'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 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'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('sibling_and_self_species_list', ())}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('sibling_and_self_species_list', ())}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__5')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_fold_and_optional 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__13'), 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('animal_name', 'Nazgul__19'), ('grandparent_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 2), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('animal_name', 'Pteranodon__12')}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Hippogriff__3'), ('grandparent_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('animal_name', 'Dragon__6')}), 1), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('animal_name', 'Nazgul__1')}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Dragon__(13_14_8_9)'), ('grandparent_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Nazgul__2'), ('grandparent_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)'), ('animal_name', 'Hippogriff__15')}), 1), (frozenset({('grandchild_names_list', ('Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)', 'Hippogriff__((0_12_15_17)_10_6_8)', 'Hippogriff__3', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)', 'Hippogriff__12', 'Hippogriff__17')), ('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__16'), ('grandchild_names_list', ()), ('grandparent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('grandchild_names_list', ('Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)', 'Pteranodon__(10_13_14_9)', 'Pteranodon__13', 'Pteranodon__0', 'Pteranodon__10', 'Pteranodon__12', 'Pteranodon__4', 'Pteranodon__10', 'Pteranodon__11', 'Pteranodon__15', 'Pteranodon__3'))}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)'), ('grandchild_names_list', ('Dragon__((1_16_2_6)_0_15_6)', 'Dragon__(18_4_5_7)', 'Dragon__3', 'Dragon__7'))}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Dragon__8'), ('grandparent_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('grandchild_names_list', ('Pteranodon__0', 'Pteranodon__10', 'Pteranodon__12', 'Pteranodon__4')), ('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('grandparent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 'Nazgul__11'), ('grandchild_names_list', ()), ('grandparent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('animal_name', 'Dragon__0')}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Nazgul__1'), ('grandparent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)'), ('grandchild_names_list', ('Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)', 'Nazgul__(11_12_14_16)', 'Nazgul__17', 'Nazgul__18', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)', 'Nazgul__(10_18_2_8)', 'Nazgul__2', 'Nazgul__10', 'Nazgul__18', 'Nazgul__2', 'Nazgul__8'))}), 1), (frozenset({('grandchild_names_list', ()), ('grandparent_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)'), ('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('grandchild_names_list', ()), ('animal_name', 'Pteranodon__2'), ('grandparent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_immediate_output 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 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(frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_immediate_output 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 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'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 2), (frozenset({('animal_name', 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'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_in_collection_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 2), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 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'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 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'Dragon__((0_17_2_7)_12_16_18)')}), 7), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 10), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 7), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 10), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 6), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 14), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 8), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 7), (frozenset({('animal_name', 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'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 5), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 6), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 10), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 11), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 10), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 7), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 6), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 9), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 6), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 14), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 5), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 5), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 19), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 10), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 16), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 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4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 7), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 18), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 11), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 9), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 5)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 3), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 2), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 3), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 3)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 2), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 2), (frozenset({('animal_name', 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'Hippogriff__10'), ('animal_name', 'Hippogriff__19'), ('child_name', 'Hippogriff__(10_19_2_7)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__5'), ('spouse_and_self_name', 'Dragon__11')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__1'), ('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__(1_12_18_9)'), ('animal_name', 'Hippogriff__1')}), 1), (frozenset({('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('spouse_and_self_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__12'), ('child_name', 'Hippogriff__(0_12_15_17)'), ('spouse_and_self_name', 'Hippogriff__15'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__13'), ('spouse_species', 'Nazgul'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)'), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('animal_name', 'Pteranodon__15'), ('spouse_and_self_name', 'Pteranodon__4'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__13'), ('animal_name', 'Nazgul__(10_18_2_8)'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__(10_13_14_9)'), ('spouse_and_self_name', 'Pteranodon__9'), ('animal_name', 'Pteranodon__14')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('spouse_and_self_name', 'Hippogriff__(1_12_18_9)'), ('animal_name', 'Hippogriff__1')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__6'), ('animal_name', 'Dragon__6'), ('spouse_species', 'Dragon'), ('child_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__10'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Dragon__17'), ('spouse_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__0'), ('child_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__6'), ('spouse_and_self_name', 'Nazgul__6'), ('spouse_species', 'Nazgul'), ('child_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('animal_name', 'Hippogriff__17'), ('spouse_and_self_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__18'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)'), ('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__10')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('animal_name', 'Hippogriff__16')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('spouse_and_self_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('spouse_and_self_name', 'Pteranodon__19'), ('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('animal_name', 'Pteranodon__10'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('spouse_and_self_name', 'Nazgul__6'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('spouse_species', 'Dragon'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('spouse_and_self_name', 'Dragon__1'), ('animal_name', 'Dragon__1')}), 1), (frozenset({('spouse_species', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('child_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('spouse_and_self_name', 'Pteranodon__9')}), 1), (frozenset({('spouse_species', 'Nazgul'), ('child_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('spouse_and_self_name', 'Nazgul__6'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 8), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 8), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 4), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 12), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 4), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 16), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 20), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 16), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 12), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 24), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 16), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 36), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 12), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 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4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 12), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 8), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_and_fold 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__13'), 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('Nazgul__((18_19_2_6)_1_19_6)', 'Nazgul__(0_13_4_9)', 'Nazgul__18', 'Nazgul__5'))}), 1), (frozenset({('animal_name', 'Hippogriff__13'), ('parent_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('parent_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('child_names_list', ('Pteranodon__0', 'Pteranodon__10', 'Pteranodon__12', 'Pteranodon__4'))}), 1), (frozenset({('parent_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)'), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('child_names_list', ('Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)', 'Dragon__11'))}), 1), (frozenset({('animal_name', 'Hippogriff__13'), ('parent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('parent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('child_names_list', 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(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 3), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 5), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Dragon__13')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__15')}), 3), (frozenset({('animal_name', 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2), (frozenset({('child_name', 'Hippogriff__6'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Dragon__15'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__19')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('child_name', 'Hippogriff__(0_12_15_17)'), ('species_name', 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'Pteranodon')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__9')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__11')}), 4), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('species_name', 'Hippogriff')}), 5), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('child_name', 'Hippogriff__17'), 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('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__5')}), 4), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__6')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 6)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_on_union 1'] = frozenset({(frozenset({('food_name', 'Lembas'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Blood pie')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Hippogriff')}), 1), 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('food_name', 'Bacon'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('relation_name', 'Pteranodon__(0_10_12_4)'), ('food_name', 'Bacon')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('food_name', 'Blood pie'), ('relation_name', 'Hippogriff__13')}), 1), (frozenset({('relation_name', 'Pteranodon__0'), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('food_name', 'Bacon')}), 1), (frozenset({('relation_name', 'Nazgul__14'), ('food_name', 'Blood pie'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('food_name', 'Blood pie'), ('animal_name', 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pie'), ('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('relation_name', 'Pteranodon__4'), ('food_name', 'Lembas'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('food_name', 'Blood pie'), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('relation_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('relation_name', 'Pteranodon__10'), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('food_name', 'Bacon')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('relation_name', 'Nazgul__(10_18_2_8)'), ('food_name', 'Bacon')}), 1), (frozenset({('food_name', 'Lembas'), ('relation_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('food_name', 'Blood pie'), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('relation_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('relation_name', 'Nazgul__(1_12_14_19)'), ('food_name', 'Blood pie'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('food_name', 'Blood pie'), ('relation_name', 'Nazgul__1'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('food_name', 'Blood pie'), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('relation_name', 'Pteranodon__10')}), 1), (frozenset({('relation_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('food_name', 'Bacon')}), 1), (frozenset({('food_name', 'Lembas'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('relation_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('relation_name', 'Hippogriff__(10_19_2_7)'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('food_name', 'Bacon')}), 1), (frozenset({('food_name', 'Lembas'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('relation_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('relation_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('food_name', 'Bacon')}), 1), (frozenset({('food_name', 'Lembas'), ('relation_name', 'Nazgul__6'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('relation_name', 'Hippogriff__2'), ('food_name', 'Bacon'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('food_name', 'Blood pie'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('relation_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('food_name', 'Bacon'), ('relation_name', 'Hippogriff__3'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('relation_name', 'Nazgul__15'), ('food_name', 'Lembas'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_traverse_after_mandatory_traverse 1'] = frozenset({(frozenset({('child_name', 'Pteranodon__18'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__(11_12_14_16)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__11')}), 4), (frozenset({('child_name', 'Nazgul__(1_12_14_19)'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Pteranodon__15'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('species_name', 'Pteranodon')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Hippogriff__7'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__17')}), 4), (frozenset({('child_name', 'Hippogriff__2'), ('species_name', 'Hippogriff')}), 5), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__(1_13_16_8)'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 5), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('species_name', 'Pteranodon')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('child_name', 'Nazgul__16'), ('species_name', 'Nazgul')}), 6), (frozenset({('species_name', 'Nazgul')}), 20), (frozenset({('child_name', 'Pteranodon__14'), ('species_name', 'Pteranodon')}), 7), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__12')}), 4), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__5')}), 4), (frozenset({('child_name', 'Nazgul__(0_13_4_9)'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Dragon__6'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Hippogriff__9'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Hippogriff__0'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__14')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 6), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__6')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Pteranodon__17'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__6')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__13')}), 7), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__10')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__3')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__19')}), 5), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__15')}), 3), (frozenset({('child_name', 'Pteranodon__10'), ('species_name', 'Pteranodon')}), 8), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Nazgul__18'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('species_name', 'Dragon')}), 20), (frozenset({('child_name', 'Pteranodon__(10_11_15_3)'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Pteranodon__3'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__19')}), 5), (frozenset({('child_name', 'Nazgul__15'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Nazgul__(18_19_2_6)'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__5')}), 3), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Pteranodon__7'), ('species_name', 'Pteranodon')}), 3), (frozenset({('child_name', 'Pteranodon__1'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Hippogriff')}), 20), (frozenset({('child_name', 'Pteranodon__11'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('child_name', 'Pteranodon__2'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Dragon__(1_16_2_6)'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Pteranodon__4'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Pteranodon__8'), ('species_name', 'Pteranodon')}), 3), (frozenset({('child_name', 'Nazgul__17'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Hippogriff__16'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Dragon__4'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('species_name', 'Nazgul')}), 6), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('child_name', 'Dragon__2'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Nazgul__(11_5_7_8)'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__15')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__7')}), 6), (frozenset({('species_name', 'Pteranodon')}), 20), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__11')}), 3), (frozenset({('child_name', 'Pteranodon__(0_10_12_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__13'), ('species_name', 'Dragon')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__18')}), 4), (frozenset({('child_name', 'Pteranodon__16'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__3')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__10')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__6')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(10_19_2_7)')}), 4), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__12')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__3')}), 3), (frozenset({('child_name', 'Hippogriff__17'), ('species_name', 'Hippogriff')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__11')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_4)')}), 8), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__16')}), 4), (frozenset({('child_name', 'Dragon__0'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__13'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 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(frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__1')}), 5), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__7')}), 3), (frozenset({('child_name', 'Nazgul__8'), ('species_name', 'Nazgul')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__8')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__8')}), 4), (frozenset({('child_name', 'Hippogriff__4'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 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(frozenset({('child_name', 'Pteranodon__9'), ('species_name', 'Pteranodon')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_simple_fragment 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__4'), ('related_animal_name', 'Pteranodon__4'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_name', 'Nazgul__17')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(0_17_2_7)'), ('related_animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 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'Hippogriff')}), 1), (frozenset({('related_animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', 'Pteranodon')}), 1), 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(frozenset({('related_animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__5'), ('related_animal_name', 'Pteranodon__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Pteranodon__10'), ('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__19'), ('related_animal_name', 'Dragon__19')}), 1), (frozenset({('related_animal_name', 'Dragon__12'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__12')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 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1), (frozenset({('child_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('self_and_ancestor_name', 'Hippogriff__1'), ('name', 'Hippogriff__8')}), 1), (frozenset({('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('self_and_ancestor_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('self_and_ancestor_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('name', 'Pteranodon__(10_11_15_3)'), ('child_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('self_and_ancestor_name', 'Pteranodon__6'), ('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('name', 'Pteranodon__(10_11_13_2)'), ('self_and_ancestor_name', 'Pteranodon__6'), ('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('name', 'Hippogriff__16'), ('self_and_ancestor_name', 'Hippogriff__18'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('self_and_ancestor_name', 'Dragon__18'), ('name', 'Dragon__12')}), 1), (frozenset({('self_and_ancestor_name', 'Dragon__18'), ('child_name', 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1), (frozenset({('name', 'Dragon__((0_17_2_7)_12_16_18)'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('self_and_ancestor_name', 'Dragon__17')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('self_and_ancestor_name', 'Pteranodon__19')}), 1), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('name', 'Pteranodon__11'), ('self_and_ancestor_name', 'Pteranodon__11')}), 1), (frozenset({('name', 'Pteranodon__8'), ('self_and_ancestor_name', 'Pteranodon__13'), ('child_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('child_name', 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(frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 8), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__4')}), 4), (frozenset({('animal_name', 'Hippogriff__2'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Pteranodon__8'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__5')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__10')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__3'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('animal_name', 'Dragon__12'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Pteranodon__0'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 6), (frozenset({('animal_name', 'Dragon__15'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__11'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Dragon__6'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Nazgul__11'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Dragon__13'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__4'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__1')}), 5), (frozenset({('animal_name', 'Pteranodon__5'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(0_17_2_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Hippogriff__15'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__8'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__1')}), 6), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__2'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__16')}), 5), (frozenset({('animal_name', 'Nazgul__15'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Nazgul__8'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 4), (frozenset({('animal_name', 'Hippogriff__0'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__14')}), 7), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__9')}), 2), (frozenset({('animal_name', 'Pteranodon__1'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Pteranodon__15'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('animal_name', 'Hippogriff__3'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__1')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Dragon__16'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__18')}), 4), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__4')}), 3), (frozenset({('animal_name', 'Pteranodon__13'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 6), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Hippogriff__8'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 8), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__11')}), 4), (frozenset({('animal_name', 'Nazgul__12'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__6'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__9')}), 2), (frozenset({('animal_name', 'Nazgul__19'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 8), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__17')}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__19')}), 4), (frozenset({('animal_name', 'Dragon__0'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_simple_recurse 1'] = frozenset({(frozenset({('relation_name', 'Nazgul__(11_5_7_8)')}), 4), (frozenset({('relation_name', 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('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('child_name', 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(frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('parent_name', 'Nazgul__7')}), 3), (frozenset({('parent_name', 'Nazgul__9')}), 2), (frozenset({('parent_name', 'Pteranodon__3')}), 3), (frozenset({('parent_name', 'Dragon__14')}), 2), (frozenset({('parent_name', 'Hippogriff__1')}), 5), (frozenset({('parent_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('parent_name', 'Dragon__12')}), 4), (frozenset({('parent_name', 'Dragon__1')}), 3), (frozenset({('parent_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('parent_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('parent_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('parent_name', 'Nazgul__11')}), 3), (frozenset({('parent_name', 'Dragon__18')}), 4), (frozenset({('parent_name', 'Dragon__0')}), 4), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('parent_name', 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(frozenset({('parent_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('parent_name', 'Dragon__10')}), 3), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('parent_name', 'Nazgul__10')}), 2), (frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('parent_name', 'Nazgul__8')}), 4), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('parent_name', 'Hippogriff__6')}), 5), (frozenset({('parent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('parent_name', 'Pteranodon__5')}), 1), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('parent_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('parent_name', 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'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Nazgul__9'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1)}) + +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_optional_and_traverse 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('spouse_and_self_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('spouse_and_self_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__8'), ('child_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('spouse_and_self_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('spouse_and_self_name', 'Nazgul__6'), ('animal_name', 'Nazgul__6')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__(10_19_2_7)'), ('animal_name', 'Hippogriff__4'), ('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Dragon__4'), ('spouse_and_self_name', 'Dragon__7'), ('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__19'), ('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('animal_name', 'Dragon__8'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__16'), ('animal_name', 'Hippogriff__8'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__4'), ('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('child_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('animal_name', 'Dragon__(1_16_2_6)'), ('spouse_and_self_name', 'Dragon__(1_16_2_6)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__8'), ('spouse_and_self_name', 'Pteranodon__10'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)'), ('spouse_and_self_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('spouse_and_self_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__(0_12_15_17)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__2'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__14'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)'), ('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__2'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)'), ('spouse_and_self_name', 'Dragon__2'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('animal_name', 'Dragon__3'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('spouse_and_self_name', 'Hippogriff__18'), ('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__9'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__0'), ('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(0_13_4_9)'), ('spouse_and_self_name', 'Nazgul__13')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__15'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('spouse_and_self_name', 'Hippogriff__12'), ('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__1'), ('spouse_and_self_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__6'), ('child_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__9'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__8'), ('child_name', 'Dragon__(13_14_8_9)'), ('animal_name', 'Dragon__14'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__(1_12_14_19)'), ('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__13')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__5'), ('child_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)'), ('animal_name', 'Dragon__8'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('animal_name', 'Nazgul__(11_5_7_8)'), ('spouse_and_self_name', 'Nazgul__6')}), 1), (frozenset({('child_name', 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(frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('spouse_and_self_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__8'), ('spouse_and_self_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__1'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_and_self_name', 'Dragon__(0_17_2_7)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Dragon__13'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('spouse_and_self_name', 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(frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('animal_name', 'Dragon__12'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('animal_name', 'Dragon__3'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__7'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('animal_name', 'Dragon__3'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('animal_name', 'Hippogriff__13'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__13')}), 1), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(0_13_4_9)'), ('spouse_and_self_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__16'), ('spouse_and_self_name', 'Hippogriff__13'), ('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(11_4_6_7)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__12'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__3'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__15'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 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('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__6'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('animal_name', 'Dragon__2'), ('spouse_and_self_name', 'Dragon__0'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)'), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 1)}) + +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_output 1'] = frozenset({(frozenset({('parent_name', 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(frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('parent_name', 'Pteranodon__7')}), 3), (frozenset({('parent_name', 'Nazgul__7')}), 3), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('parent_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('parent_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('parent_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('parent_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('parent_name', 'Pteranodon__8')}), 3), (frozenset({('parent_name', 'Pteranodon__4')}), 4), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('parent_name', 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5), (frozenset({('parent_name', 'Dragon__14')}), 2), (frozenset({('parent_name', 'Hippogriff__3')}), 2)}) snapshots['OrientDBUnparameterizedMatchQueryTests::test_typename_output 1'] = frozenset({(frozenset({('base_cls', 'Animal'), ('child_cls', 'Species')}), 200)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_between_filter_on_simple_scalar 1'] = frozenset({(frozenset({('name', 'Nazgul__19')}), 1), (frozenset({('name', 'Nazgul__15')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('name', 'Nazgul__11')}), 1), (frozenset({('name', 'Nazgul__1')}), 1), (frozenset({('name', 'Nazgul__12')}), 1), (frozenset({('name', 'Nazgul__9')}), 1), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), 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1), (frozenset({('name', 'Nazgul__6')}), 1), (frozenset({('name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('name', 'Nazgul__11')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_between_lowering_with_extra_filters 1'] = frozenset({(frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_between_lowering_with_extra_filters 1'] = frozenset({(frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('name', 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(frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(10_18_2_8)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_in_optional_block 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset({(frozenset({('species_name', 'Pteranodon'), ('food_name', 'Bacon')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset({(frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_within_fold_scope 1'] = frozenset({(frozenset({('name', 'Pteranodon__4'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__2'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__12'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(0_12_15_17)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__6'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__2'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__(0_13_4_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__9'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__16'), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__14'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ('None',)), ('child_list', ('Nazgul__2',)), ('name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__4'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__10'), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__((18_4_5_7)_11_19_5)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__16'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(18_4_5_7)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__1'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__(1_13_16_8)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__3'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__3'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(1_12_14_19)'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__3'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__14'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__5'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__18'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', 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(frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_name_or_alias_filter_on_interface_type 1'] = frozenset({(frozenset({('related_entity', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('related_entity', 'Nazgul__3')}), 1), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('related_entity', 'Nazgul__8')}), 1), (frozenset({('related_entity', 'Nazgul__0')}), 1), (frozenset({('related_entity', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('related_entity', 'Nazgul__13')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('related_entity', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('related_entity', 'Nazgul__18')}), 1), (frozenset({('related_entity', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_entity', 'Nazgul__2')}), 1), (frozenset({('related_entity', 'Nazgul__(10_18_2_8)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_name_or_alias_filter_on_interface_type 1'] = frozenset({(frozenset({('related_entity', 'Nazgul__(1_13_16_8)')}), 4), (frozenset({('related_entity', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('related_entity', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 2), (frozenset({('related_entity', 'Nazgul__2')}), 2), (frozenset({('related_entity', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 2), (frozenset({('related_entity', 'Nazgul__0')}), 2), (frozenset({('related_entity', 'Nazgul__13')}), 2), (frozenset({('related_entity', 'Nazgul__8')}), 2), (frozenset({('related_entity', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 4), (frozenset({('related_entity', 'Nazgul__3')}), 2), (frozenset({('related_entity', 'Nazgul__18')}), 2)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_no_between_lowering_on_simple_scalar 1'] = frozenset({(frozenset({('name', 'Nazgul__16')}), 1), (frozenset({('name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('name', 'Nazgul__2')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('name', 'Nazgul__4')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('name', 'Nazgul__17')}), 1), (frozenset({('name', 'Nazgul__10')}), 1), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('name', 'Nazgul__7')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('name', 'Nazgul__1')}), 1), (frozenset({('name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('name', 'Nazgul__19')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('name', 'Nazgul__0')}), 1), (frozenset({('name', 'Nazgul__13')}), 1), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 'Nazgul__14')}), 1), (frozenset({('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('name', 'Nazgul__15')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('name', 'Nazgul__3')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('name', 'Nazgul__12')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('name', 'Nazgul__18')}), 1), (frozenset({('name', 'Nazgul__9')}), 1), (frozenset({('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('name', 'Nazgul__5')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('name', 'Nazgul__8')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('name', 'Nazgul__6')}), 1), (frozenset({('name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('name', 'Nazgul__11')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_no_between_lowering_on_simple_scalar 1'] = frozenset({(frozenset({('name', 'Nazgul__19')}), 1), (frozenset({('name', 'Nazgul__15')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('name', 'Nazgul__11')}), 1), (frozenset({('name', 'Nazgul__1')}), 1), (frozenset({('name', 'Nazgul__12')}), 1), (frozenset({('name', 'Nazgul__9')}), 1), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 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'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('parent_name', 'Nazgul__2')}), 6)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1), (frozenset({('entity_name', 'Bacon')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Bacon')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1)}) diff --git a/graphql_compiler/tests/snapshot_tests/test_cost_estimation.py b/graphql_compiler/tests/snapshot_tests/test_cost_estimation.py new file mode 100644 index 000000000..a56d20247 --- /dev/null +++ b/graphql_compiler/tests/snapshot_tests/test_cost_estimation.py @@ -0,0 +1,847 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from datetime import date +import unittest + +import pytest + +from .. import test_input_data +from ...compiler.metadata import FilterInfo +from ...cost_estimation.cardinality_estimator import estimate_query_result_cardinality +from ...cost_estimation.filter_selectivity_utils import ( + ABSOLUTE_SELECTIVITY, FRACTIONAL_SELECTIVITY, Selectivity, _combine_filter_selectivities, + _get_filter_selectivity +) +from ..test_helpers import generate_schema_graph + + +def create_lookup_counts(count_data): + """Create lookup_counts function for use in estimating query cost.""" + def lookup_counts(name): + """Lookup the total number of instances and subinstances of a given class name.""" + return count_data[name] + return lookup_counts + + +# The following TestCase class uses the 'snapshot_graph_client' fixture +# which pylint does not recognize as a class member. +# pylint: disable=no-member +@pytest.mark.slow +class CostEstimationTests(unittest.TestCase): + """Test the cost estimation module using standard input data when possible.""" + + # TODO: These tests can be sped up by having an existing test SchemaGraph object. + @pytest.mark.usefixtures('snapshot_graph_client') + def test_root_count(self): + """"Ensure we correctly estimate the cardinality of the query root.""" + schema_graph = generate_schema_graph(self.graph_client) + test_data = test_input_data.immediate_output() + + count_data = { + 'Animal': 3, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, test_data.graphql_input, dict() + ) + expected_cardinality_estimate = 3.0 + + self.assertEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_traverse(self): + """Ensure we correctly estimate cardinality over edges.""" + schema_graph = generate_schema_graph(self.graph_client) + test_data = test_input_data.traverse_and_output() + + count_data = { + 'Animal': 3, + 'Animal_ParentOf': 5, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, test_data.graphql_input, dict() + ) + # For each Animal, there are on average 5.0 / 3.0 Animal_ParentOf edges, so we expect + # 3.0 * (5.0 / 3.0) results. + expected_cardinality_estimate = 5.0 + + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_fragment(self): + """Ensure we correctly adjust for fragments.""" + schema_graph = generate_schema_graph(self.graph_client) + test_data = test_input_data.simple_union() + + count_data = { + 'Species': 3, + 'Species_Eats': 5, + 'Food': 11, + 'FoodOrSpecies': 14, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, test_data.graphql_input, dict() + ) + # For each Animal, we expect 5.0 / 3.0 out_Species_Eats edges. Out of those FoodOrSpecies, + # we expect 11.0 / 14.0 to be Food, so overall we expect 3.0 * (5.0 / 3.0) * (11.0 / 14.0) + expected_cardinality_estimate = 3.0 * (5.0 / 3.0) * (11.0 / 14.0) + + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_complex_traverse(self): + """Ensure we correctly handle more complicated arrangements of traversals.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + in_Entity_Related { + ... on Food { + name @output(out_name: "food") + in_Species_Eats { + name @output(out_name: "species") + } + } + } + out_Animal_BornAt{ + name @output(out_name: "birth_event") + } + } + }''' + + count_data = { + 'Animal': 19, + 'Entity_Related': 3, + 'Food': 5, + 'FoodOrSpecies': 16, + 'Entity': 47, + 'Species_Eats': 7, + 'Species': 11, + 'Animal_BornAt': 13, + 'BirthEvent': 17 + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 3.0 / 19.0 in_Entity_Related edges, 5.0 / 47.0 of which are + # Food. For each Food, we expect 7.0 / 16.0 in_Species_Eats edges. Separately, for each + # Animal, we expect 13.0 / 19.0 out_Animal_BornAt edges. So in total, we expect: + # 19.0 * (3.0 / 47.0) * (5.0 / 47.0) * (7.0 / 16.0) * (13.0 / 19.0) results. + expected_cardinality_estimate = ( + 19.0 * (3.0 / 47.0) * (5.0 / 47.0) * (7.0 / 16.0) * (13.0 / 19.0) + ) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_optional(self): + """Ensure we handle an optional edge correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @optional { + name @output(out_name: "birth_event") + } + out_Animal_FedAt @optional { + name @output(out_name: "feeding_event") + } + } + }''' + + count_data = { + 'Animal': 5, + 'Animal_BornAt': 7, + 'Animal_FedAt': 3, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 7.0 / 5.0 out_Animal_BornAt edges, yielding 5.0 * (7.0 / 5.0) + # result sets. For each of these we expect 3.0 / 5.0 out_Animal_FedAt edges, but since this + # is optional, we return a result set even if it doesn't have a connected FeedingEvent (i.e. + # the expected cardinality can never decrease via an optional). So in total, we expect 5.0 * + # (7.0 / 5.0) results. + expected_cardinality_estimate = 5.0 * (7.0 / 5.0) + + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_optional_and_traverse(self): + """Ensure traversals inside optionals are handled correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + in_Entity_Related @optional { + ... on Food { + in_Species_Eats { + name @output(out_name: "species") + } + } + } + } + }''' + + count_data = { + 'Animal': 3, + 'Entity_Related': 23, + 'Food': 7, + 'FoodOrSpecies': 13, + 'Entity': 11, + 'Species_Eats': 5, + 'Species': 97, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 23.0 / 11.0 * 7.0 / 11.0 * 5.0 / 13.0 = .511 + # Animal->Food->Species result sets. Since the Food->Species parts are optional, we expect + # at least one result per Animal, so we expect 3.0 results. + expected_cardinality_estimate = 3.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + count_data = { + 'Animal': 3, + 'Entity_Related': 23, + 'Food': 7, + 'FoodOrSpecies': 13, + 'Entity': 11, + 'Species_Eats': 17, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 23.0 / 11.0 * 7.0 / 11.0 * 17.0 / 13.0 = 1.74 + # Animal->Food->Species result sets, so we expect 3.0 * 1.74 results. + expected_cardinality_estimate = 3.0 * (23.0 / 11.0) * (7.0 / 11.0) * (17.0 / 13.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_fold(self): + """Ensure we handle an folded edge correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @fold { + name @output(out_name: "birth_event") + } + out_Animal_FedAt @fold { + name @output(out_name: "feeding_event") + } + } + }''' + + count_data = { + 'Animal': 5, + 'Animal_BornAt': 7, + 'Animal_FedAt': 3, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 7.0 / 5.0 out_Animal_BornAt edges, yielding 5.0 * (7.0 / 5.0) + # result sets. For each of these we expect 3.0 / 5.0 out_Animal_FedAt edges, but since this + # is folded, we return a result set even if it doesn't have a connected FeedingEvent (i.e. + # the expected cardinality can never decrease via an optional). So in total, we expect 5.0 * + # (7.0 / 5.0) results. + expected_cardinality_estimate = 5.0 * (7.0 / 5.0) + + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_fold_and_traverse(self): + """Ensure traversals inside folds are handled correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + in_Entity_Related @fold { + ... on Food { + in_Species_Eats { + name @output(out_name: "species") + } + } + } + } + }''' + + count_data = { + 'Animal': 3, + 'Entity_Related': 23, + 'Food': 7, + 'FoodOrSpecies': 13, + 'Entity': 11, + 'Species_Eats': 5, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 23.0 / 11.0 * 7.0 / 11.0 * 5.0 / 13.0 = .511 + # Animal->Food->Species result sets. Since the Food->Species parts are folded, we expect + # at least one result per Animal, so we expect 3.0 results. + expected_cardinality_estimate = 3.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + count_data = { + 'Animal': 3, + 'Entity_Related': 23, + 'Food': 7, + 'FoodOrSpecies': 13, + 'Entity': 11, + 'Species_Eats': 17, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 23.0 / 11.0 * 7.0 / 11.0 * 17.0 / 13.0 = 1.74 + # Animal->Food->Species result sets, so we expect 3.0 * 1.74 results. + expected_cardinality_estimate = 3.0 * (23.0 / 11.0) * (7.0 / 11.0) * (17.0 / 13.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_recurse(self): + """Ensure we handle recursion correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_ParentOf @recurse(depth: 2){ + name @output(out_name: "animal") + } + } + }''' + + count_data = { + 'Animal': 7, + 'Animal_ParentOf': 11, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 11.0 / 7.0 "child" Animals. Since recurse first explores + # depth=0, we add 1 to account for the parent. At the moment, we don't account for depths + # greater than 1, so we expect 7.0 * (11.0 / 7.0 + 1) results. + expected_cardinality_estimate = 7.0 * (11.0 / 7.0 + 1) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_recurse_and_traverse(self): + """Ensure we handle traversals inside recurses correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_ParentOf @recurse(depth: 2){ + name @output(out_name: "animal") + out_Animal_BornAt { + name @output(out_name: "birth_event") + } + } + } + }''' + + count_data = { + 'Animal': 7, + 'Animal_ParentOf': 11, + 'Animal_BornAt': 13, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, dict() + ) + + # For each Animal, we expect 11.0 / 7.0 "child" Animals. Since recurse first explores + # depth=0, we add 1 to account for the parent. At the moment, we don't account for depths + # greater than 1, so we exepct 11.0 / 7.0 + 1 total children, each of which has 13.0 / 7.0 + # Animal_BornAt edges. + expected_cardinality_estimate = 7.0 * (11.0 / 7.0 + 1) * (13.0 / 7.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_single_filter(self): + """Ensure we handle filters correctly.""" + # TODO: eventually, we should ensure other fractional/absolute selectivies work. + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + uuid @filter(op_name: "=", value:["$uuid"]) + name @output(out_name: "name") + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 3, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # When '='-filtering on a field that's uniquely indexed, expect exactly 1 result. + expected_cardinality_estimate = 1.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_traverse_and_filter(self): + """Ensure we filters work correctly below the root location.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt { + uuid @filter(op_name: "=", value:["$uuid"]) + out_Event_RelatedEvent { + ... on FeedingEvent { + name @output(out_name: "feeding_event") + } + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 3, + 'Animal_BornAt': 5, + 'Event_RelatedEvent': 7, + 'Event': 17, + 'FeedingEvent': 11, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect exactly 1 BirthEvent. For each of these, we expect (7.0 / 17.0) + # * (11.0 / 17.0) connected FeedingEvents. + expected_cardinality_estimate = 3.0 * 1.0 * (7.0 / 17.0) * (11.0 / 17.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_multiple_filters(self): + """Ensure we handle multiple filters correctly.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal @filter(op_name: "name_or_alias", value: ["$name"]) { + uuid @filter(op_name: "=", value:["$uuid"]) + net_worth @filter(op_name: ">", value: ["$worth"]) + name @output(out_name: "name") + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + 'worth': 100.0, + } + + count_data = { + 'Animal': 3, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # When '='-filtering on a field that's uniquely indexed, expect exactly 1 result. All other + # filters are not currently implemented. + expected_cardinality_estimate = 1.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_optional_and_filter(self): + """Test an optional and filter on the same Location.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @optional { + uuid @filter(op_name: "=", value:["$uuid"]) + out_Event_RelatedEvent { + ... on FeedingEvent { + name @output(out_name: "feeding_event") + } + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 5, + 'Animal_BornAt': 2, + 'Event_RelatedEvent': 11, + 'Event': 7, + 'FeedingEvent': 6, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect exactly 1 BirthEvent (rather than 2.0 / 5.0). For each of + # these, we expect (11.0 / 7.0) * (6.0 / 7.0) FeedingEvents. In general, we would have + # expected (2.0 / 5.0) * (11.0 / 7.0) * (6.0 / 7.0) = .54 result sets per Animal, which the + # optional would've converted into a 1. Now, we expect (11.0 / 5.0) * (6.0 / 7.0) = 1.35 + # result sets per Animal, avoiding the optional. + expected_cardinality_estimate = 5.0 * 1.0 * (11.0 / 7.0) * (6.0 / 7.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_optional_then_filter(self): + """Test a filter within an optional scope.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @optional { + out_Event_RelatedEvent { + ... on FeedingEvent { + uuid @filter(op_name: "=", value:["$uuid"]) + name @output(out_name: "feeding_event") + } + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + # Test that a filter correctly triggers the optional check for <1 subexpansion result. + count_data = { + 'Animal': 5, + 'Animal_BornAt': 3, + 'Event_RelatedEvent': 23, + 'Event': 7, + 'FeedingEvent': 6, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect exactly 2.0 / 5.0 BirthEvents. In general, for each of + # these, we expect (23.0 / 7.0) * (6.0 / 7.0) FeedingEvents. Together this is 1.13 + # subexpansion results, but since there's a filter on FeedingEvents, we expect exactly 1, + # giving 2.0 / 5.0 * 1.0 = .4 subexpansion results. Since this is optional, we raise it to + # 1.0 and expect 5.0 * 1.0 = 5.0 results total. + expected_cardinality_estimate = 5.0 * 1.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_fold_and_filter(self): + """Test an fold and filter on the same Location.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @fold { + uuid @filter(op_name: "=", value:["$uuid"]) + out_Event_RelatedEvent { + ... on FeedingEvent { + name @output(out_name: "feeding_event") + } + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 5, + 'Animal_BornAt': 2, + 'Event_RelatedEvent': 11, + 'Event': 7, + 'FeedingEvent': 6, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect exactly 1 BirthEvent (rather than 2.0 / 5.0). For each of + # these, we expect (11.0 / 7.0) * (6.0 / 7.0) FeedingEvents. In general, we would have + # expected (2.0 / 5.0) * (11.0 / 7.0) * (6.0 / 7.0) = .54 result sets per Animal, which the + # fold would've converted into a 1. Now, we expect (11.0 / 5.0) * (6.0 / 7.0) = 1.35 result + # sets per Animal, avoiding the fold. + expected_cardinality_estimate = 5.0 * 1.0 * (11.0 / 7.0) * (6.0 / 7.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_fold_then_filter(self): + """Test a filter within an fold scope.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_BornAt @fold { + out_Event_RelatedEvent { + ... on FeedingEvent { + uuid @filter(op_name: "=", value:["$uuid"]) + name @output(out_name: "feeding_event") + } + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + # Test that a filter correctly triggers the fold check for <1 subexpansion result. + count_data = { + 'Animal': 5, + 'Animal_BornAt': 3, + 'Event_RelatedEvent': 23, + 'Event': 7, + 'FeedingEvent': 6, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect exactly 2.0 / 5.0 BirthEvents. In general, for each of these, + # we expect (23.0 / 7.0) * (6.0 / 7.0) FeedingEvents. Together this is 1.13 subexpansion + # results, but since there's a filter on FeedingEvents, we expect exactly 1, giving 2.0 / + # 5.0 * 1.0 = .4 subexpansion results. Since this is fold, we raise it to 1.0 and expect 5.0 + # * 1.0 = 5.0 results total. + expected_cardinality_estimate = 5.0 * 1.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_recurse_and_filter(self): + """Test a filter that immediately follows a recursed edge.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_ParentOf @recurse(depth: 2){ + uuid @filter(op_name: "=", value:["$uuid"]) + out_Animal_BornAt { + name @output(out_name: "birth_event") + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 7, + 'Animal_ParentOf': 11, + 'Animal_BornAt': 13, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect 11.0 / 7.0 + 1 "child" Animals due to the recurse. Since + # there's a filter immediately following, we only expect 1 Animal to pass. We expect this to + # have 13.0 / 7.0 Animal_BornAt edges, giving a total of 7.0 * (13.0 / 7.0) results. + expected_cardinality_estimate = 7.0 * 1.0 * (13.0 / 7.0) + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_recurse_then_filter(self): + """Test a filter that immediately follows a recursed edge.""" + schema_graph = generate_schema_graph(self.graph_client) + graphql_input = '''{ + Animal { + out_Animal_ParentOf @recurse(depth: 2){ + out_Animal_BornAt { + uuid @filter(op_name: "=", value:["$uuid"]) + name @output(out_name: "birth_event") + } + } + } + }''' + params = { + 'uuid': '00000000-0000-0000-0000-000000000000', + } + + count_data = { + 'Animal': 7, + 'Animal_ParentOf': 11, + 'Animal_BornAt': 13, + } + lookup_counts = create_lookup_counts(count_data) + + cardinality_estimate = estimate_query_result_cardinality( + schema_graph, lookup_counts, graphql_input, params + ) + + # For each Animal, we expect 11.0 / 7.0 + 1 "child" Animals due to the recurse. Since + # there's a filter immediately following, we only expect 1 Animal to pass. We expect this to + # have 13.0 / 7.0 Animal_BornAt edges, giving a total of 7.0 * (13.0 / 7.0) results. + expected_cardinality_estimate = 7.0 * (11.0 / 7.0 + 1.0) * 1.0 + self.assertAlmostEqual(expected_cardinality_estimate, cardinality_estimate) + + +class FilterSelectivityUtilsTests(unittest.TestCase): + def test_combine_filter_selectivities(self): + """Test filter combination function.""" + # When there are no selectivities (e.g. there are no filters at a location, we should return + # a dummy selectivity that doesn't affect the counts + selectivities = [] + expected_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=1.0) + self.assertEqual(expected_selectivity, _combine_filter_selectivities(selectivities)) + + # When there's a single selectivity, we should return that selectivity. + fractional_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.5) + self.assertEqual( + fractional_selectivity, _combine_filter_selectivities([fractional_selectivity]) + ) + + absolute_selectivity = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=5.0) + self.assertEqual( + absolute_selectivity, _combine_filter_selectivities([absolute_selectivity]) + ) + + # When there are multiple fractional selectivities, multiply the values. + fractional_selectivity1 = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.5) + fractional_selectivity2 = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.6) + selectivities = [fractional_selectivity1, fractional_selectivity2] + + expected_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.3) + self.assertEqual(expected_selectivity, _combine_filter_selectivities(selectivities)) + + # When there are multiple absolute selectivities, use the lowest value + absolute_selectivity1 = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=2.0) + absolute_selectivity2 = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=3.0) + selectivities = [absolute_selectivity1, absolute_selectivity2] + + expected_selectivity = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=2.0) + self.assertEqual(expected_selectivity, _combine_filter_selectivities(selectivities)) + + # When there are mixed selectivities, use the lowest absolute-kind value. + absolute_selectivity1 = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=4.0) + fractional_selectivity1 = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.5) + absolute_selectivity2 = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=2.0) + fractional_selectivity2 = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=0.6) + absolute_selectivity3 = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=3.0) + selectivities = [ + absolute_selectivity1, fractional_selectivity1, absolute_selectivity2, + fractional_selectivity2, absolute_selectivity3 + ] + + expected_selectivity = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=2.0) + self.assertEqual(expected_selectivity, _combine_filter_selectivities(selectivities)) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_get_equals_filter_selectivity(self): + schema_graph = generate_schema_graph(self.graph_client) + classname = 'Animal' + + def empty_lookup_counts(classname): + """Dummy function to pass into get_filter_selectivity.""" + return 100 + + params = dict() + + # If we '='-filter on a property that isn't an index return a fractional selectivity of 1. + filter_on_nonindex = FilterInfo( + fields=('description',), op_name='=', args=('$description',) + ) + selectivity = _get_filter_selectivity( + schema_graph, empty_lookup_counts, filter_on_nonindex, params, classname + ) + expected_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=1.0) + self.assertEqual(expected_selectivity, selectivity) + + # If we '='-filter on a property that's non-uniquely + # indexed return a fractional selectivity of 1. + nonunique_filter = FilterInfo(fields=('birthday',), op_name='=', args=('$birthday',)) + selectivity = _get_filter_selectivity( + schema_graph, empty_lookup_counts, nonunique_filter, params, classname + ) + expected_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=1.0) + self.assertEqual(expected_selectivity, selectivity) + + # If we '='-filter on a property that is uniquely indexed, expect exactly 1 result. + unique_filter = FilterInfo(fields=('uuid',), op_name='=', args=('$uuid',)) + selectivity = _get_filter_selectivity( + schema_graph, empty_lookup_counts, unique_filter, params, classname + ) + expected_selectivity = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=1.0) + self.assertEqual(expected_selectivity, selectivity) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_get_in_collection_filter_selectivity(self): + schema_graph = generate_schema_graph(self.graph_client) + classname = 'Animal' + + def empty_lookup_counts(classname): + """Dummy function to pass into get_filter_selectivity.""" + return 100 + + nonunique_filter = FilterInfo(fields=('birthday',), op_name='in_collection', + args=('$birthday_collection',)) + nonunique_params = { + 'birthday_collection': [ + date(2017, 3, 22), + date(1999, 12, 31), + ] + } + # If we use an in_collection-filter on a property that is not uniquely indexed + # return a fractional selectivity of 1. + selectivity = _get_filter_selectivity( + schema_graph, empty_lookup_counts, nonunique_filter, nonunique_params, classname + ) + expected_selectivity = Selectivity(kind=FRACTIONAL_SELECTIVITY, value=1.0) + self.assertEqual(expected_selectivity, selectivity) + + in_collection_filter = FilterInfo(fields=('uuid',), op_name='in_collection', + args=('$uuid_collection',)) + unique_params = { + 'uuid_collection': [ + '00000000-0000-0000-0000-000000000000', + '00000000-0000-0000-0000-000000000001', + '00000000-0000-0000-0000-000000000002' + ] + } + # If we use an in_collection-filter on a property that is uniquely indexed, expect as many + # results as there are elements in the collection. + selectivity = _get_filter_selectivity( + schema_graph, empty_lookup_counts, in_collection_filter, unique_params, classname + ) + expected_selectivity = Selectivity(kind=ABSOLUTE_SELECTIVITY, value=3.0) + self.assertEqual(expected_selectivity, selectivity) + + +# pylint: enable=no-member diff --git a/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py index 2db73d051..acc12ea2e 100644 --- a/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py @@ -63,7 +63,7 @@ def execute_graphql(schema, test_data, client, sample_parameters): return row_counters_frozenset -# The following TestCase class uses the 'graph_client' fixture +# The following TestCase class uses the 'snapshot_graph_client' fixture # which pylint does not recognize as a class member. # pylint: disable=no-member @@ -75,7 +75,7 @@ def setUp(self): self.maxDiff = None self.schema = get_schema() - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_immediate_output(self): test_data = test_input_data.immediate_output() sample_parameters = {} @@ -84,7 +84,7 @@ def test_immediate_output(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_immediate_output_custom_scalars(self): test_data = test_input_data.immediate_output_custom_scalars() sample_parameters = {} @@ -93,7 +93,7 @@ def test_immediate_output_custom_scalars(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_traverse_and_output(self): test_data = test_input_data.traverse_and_output() sample_parameters = {} @@ -102,7 +102,7 @@ def test_traverse_and_output(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_traverse_after_mandatory_traverse(self): test_data = test_input_data.optional_traverse_after_mandatory_traverse() sample_parameters = {} @@ -111,7 +111,7 @@ def test_optional_traverse_after_mandatory_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_on_optional_variable_equality(self): test_data = test_input_data.filter_on_optional_variable_equality() sample_parameters = {} @@ -120,7 +120,7 @@ def test_filter_on_optional_variable_equality(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_on_optional_variable_name_or_alias(self): test_data = test_input_data.filter_on_optional_variable_name_or_alias() sample_parameters = {} @@ -129,7 +129,7 @@ def test_filter_on_optional_variable_name_or_alias(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_complex_optional_variables(self): test_data = test_input_data.complex_optional_variables() sample_parameters = {} @@ -138,7 +138,7 @@ def test_complex_optional_variables(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_simple_fragment(self): test_data = test_input_data.simple_fragment() sample_parameters = {} @@ -147,7 +147,7 @@ def test_simple_fragment(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_simple_union(self): test_data = test_input_data.simple_union() sample_parameters = {} @@ -156,7 +156,7 @@ def test_simple_union(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_on_union(self): test_data = test_input_data.optional_on_union() sample_parameters = {} @@ -165,7 +165,7 @@ def test_optional_on_union(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_typename_output(self): test_data = test_input_data.typename_output() sample_parameters = {} @@ -174,7 +174,7 @@ def test_typename_output(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_simple_recurse(self): test_data = test_input_data.simple_recurse() sample_parameters = {} @@ -183,7 +183,7 @@ def test_simple_recurse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_recurse_within_fragment(self): test_data = test_input_data.recurse_within_fragment() sample_parameters = {} @@ -192,7 +192,7 @@ def test_recurse_within_fragment(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_recurse_with_immediate_type_coercion(self): test_data = test_input_data.recurse_with_immediate_type_coercion() sample_parameters = {} @@ -201,7 +201,7 @@ def test_recurse_with_immediate_type_coercion(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_in_collection_op_filter_with_tag(self): test_data = test_input_data.in_collection_op_filter_with_tag() sample_parameters = {} @@ -210,7 +210,7 @@ def test_in_collection_op_filter_with_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_in_collection_op_filter_with_optional_tag(self): test_data = test_input_data.in_collection_op_filter_with_optional_tag() sample_parameters = {} @@ -219,7 +219,7 @@ def test_in_collection_op_filter_with_optional_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_intersects_op_filter_with_tag(self): test_data = test_input_data.intersects_op_filter_with_tag() sample_parameters = {} @@ -228,7 +228,7 @@ def test_intersects_op_filter_with_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_intersects_op_filter_with_optional_tag(self): test_data = test_input_data.intersects_op_filter_with_optional_tag() sample_parameters = {} @@ -237,7 +237,7 @@ def test_intersects_op_filter_with_optional_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_contains_op_filter_with_tag(self): test_data = test_input_data.contains_op_filter_with_tag() sample_parameters = {} @@ -246,7 +246,7 @@ def test_contains_op_filter_with_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_contains_op_filter_with_optional_tag(self): test_data = test_input_data.contains_op_filter_with_optional_tag() sample_parameters = {} @@ -255,7 +255,25 @@ def test_contains_op_filter_with_optional_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_contains_op_filter_with_tag(self): + test_data = test_input_data.not_contains_op_filter_with_tag() + sample_parameters = {} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_contains_op_filter_with_optional_tag(self): + test_data = test_input_data.not_contains_op_filter_with_optional_tag() + sample_parameters = {} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + + @pytest.mark.usefixtures('snapshot_graph_client') def test_has_substring_op_filter_with_optional_tag(self): test_data = test_input_data.has_substring_op_filter_with_optional_tag() sample_parameters = {} @@ -264,7 +282,7 @@ def test_has_substring_op_filter_with_optional_tag(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_on_output_variable(self): test_data = test_input_data.fold_on_output_variable() sample_parameters = {} @@ -273,7 +291,7 @@ def test_fold_on_output_variable(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_after_traverse(self): test_data = test_input_data.fold_after_traverse() sample_parameters = {} @@ -282,7 +300,7 @@ def test_fold_after_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_and_traverse(self): test_data = test_input_data.fold_and_traverse() sample_parameters = {} @@ -291,7 +309,7 @@ def test_fold_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_and_deep_traverse(self): test_data = test_input_data.fold_and_deep_traverse() sample_parameters = {} @@ -300,7 +318,7 @@ def test_fold_and_deep_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_traverse_and_fold_and_traverse(self): test_data = test_input_data.traverse_and_fold_and_traverse() sample_parameters = {} @@ -309,7 +327,7 @@ def test_traverse_and_fold_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_outputs_in_same_fold(self): test_data = test_input_data.multiple_outputs_in_same_fold() sample_parameters = {} @@ -318,7 +336,7 @@ def test_multiple_outputs_in_same_fold(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_outputs_in_same_fold_and_traverse(self): test_data = test_input_data.multiple_outputs_in_same_fold_and_traverse() sample_parameters = {} @@ -327,7 +345,7 @@ def test_multiple_outputs_in_same_fold_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_folds(self): test_data = test_input_data.multiple_folds() sample_parameters = {} @@ -336,7 +354,7 @@ def test_multiple_folds(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_folds_and_traverse(self): test_data = test_input_data.multiple_folds_and_traverse() sample_parameters = {} @@ -345,7 +363,7 @@ def test_multiple_folds_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_date_and_datetime_fields(self): test_data = test_input_data.fold_date_and_datetime_fields() sample_parameters = {} @@ -354,7 +372,7 @@ def test_fold_date_and_datetime_fields(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_to_union_base_type_inside_fold(self): test_data = test_input_data.coercion_to_union_base_type_inside_fold() sample_parameters = {} @@ -363,7 +381,7 @@ def test_coercion_to_union_base_type_inside_fold(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_no_op_coercion_inside_fold(self): test_data = test_input_data.no_op_coercion_inside_fold() sample_parameters = {} @@ -372,7 +390,7 @@ def test_no_op_coercion_inside_fold(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_on_interface_within_fold_scope(self): test_data = test_input_data.coercion_on_interface_within_fold_scope() sample_parameters = {} @@ -381,7 +399,7 @@ def test_coercion_on_interface_within_fold_scope(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_on_interface_within_fold_traversal(self): test_data = test_input_data.coercion_on_interface_within_fold_traversal() sample_parameters = {} @@ -390,7 +408,7 @@ def test_coercion_on_interface_within_fold_traversal(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_on_union_within_fold_scope(self): test_data = test_input_data.coercion_on_union_within_fold_scope() sample_parameters = {} @@ -399,7 +417,7 @@ def test_coercion_on_union_within_fold_scope(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_and_traverse(self): test_data = test_input_data.optional_and_traverse() sample_parameters = {} @@ -408,7 +426,7 @@ def test_optional_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_and_deep_traverse(self): test_data = test_input_data.optional_and_deep_traverse() sample_parameters = {} @@ -417,7 +435,7 @@ def test_optional_and_deep_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_traverse_and_optional_and_traverse(self): test_data = test_input_data.traverse_and_optional_and_traverse() sample_parameters = {} @@ -426,7 +444,7 @@ def test_traverse_and_optional_and_traverse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_on_interface_within_optional_traversal(self): test_data = test_input_data.coercion_on_interface_within_optional_traversal() sample_parameters = {} @@ -435,7 +453,7 @@ def test_coercion_on_interface_within_optional_traversal(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_on_optional_traversal_equality(self): test_data = test_input_data.filter_on_optional_traversal_equality() sample_parameters = {} @@ -444,7 +462,7 @@ def test_filter_on_optional_traversal_equality(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_on_optional_traversal_name_or_alias(self): test_data = test_input_data.filter_on_optional_traversal_name_or_alias() sample_parameters = {} @@ -453,7 +471,7 @@ def test_filter_on_optional_traversal_name_or_alias(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_simple_optional_recurse(self): test_data = test_input_data.simple_optional_recurse() sample_parameters = {} @@ -462,7 +480,7 @@ def test_simple_optional_recurse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_traverse_within_optional(self): test_data = test_input_data.multiple_traverse_within_optional() sample_parameters = {} @@ -471,7 +489,7 @@ def test_multiple_traverse_within_optional(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_and_fold(self): test_data = test_input_data.optional_and_fold() sample_parameters = {} @@ -480,7 +498,7 @@ def test_optional_and_fold(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_and_optional(self): test_data = test_input_data.fold_and_optional() sample_parameters = {} @@ -489,7 +507,7 @@ def test_fold_and_optional(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_optional_traversal_and_fold_traversal(self): test_data = test_input_data.optional_traversal_and_fold_traversal() sample_parameters = {} @@ -498,7 +516,7 @@ def test_optional_traversal_and_fold_traversal(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_fold_traversal_and_optional_traversal(self): test_data = test_input_data.fold_traversal_and_optional_traversal() sample_parameters = {} @@ -507,7 +525,7 @@ def test_fold_traversal_and_optional_traversal(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_coercion_and_filter_with_tag(self): test_data = test_input_data.coercion_and_filter_with_tag() sample_parameters = {} @@ -525,7 +543,7 @@ def setUp(self): self.maxDiff = None self.schema = get_schema() - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_immediate_output_with_custom_scalar_filter(self): test_data = test_input_data.immediate_output_with_custom_scalar_filter() sample_parameters = {'min_worth': 500} @@ -534,7 +552,7 @@ def test_immediate_output_with_custom_scalar_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_multiple_filters(self): test_data = test_input_data.multiple_filters() sample_parameters = {'lower_bound': 'Nazgul', 'upper_bound': 'Pteranodon'} @@ -543,7 +561,7 @@ def test_multiple_filters(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_traverse_filter_and_output(self): test_data = test_input_data.traverse_filter_and_output() sample_parameters = {'wanted': 'Nazgul__2'} @@ -552,7 +570,7 @@ def test_traverse_filter_and_output(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_name_or_alias_filter_on_interface_type(self): test_data = test_input_data.name_or_alias_filter_on_interface_type() sample_parameters = {'wanted': 'Nazgul_1'} @@ -561,7 +579,7 @@ def test_name_or_alias_filter_on_interface_type(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_output_source_and_complex_output(self): test_data = test_input_data.output_source_and_complex_output() sample_name = 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)' @@ -573,7 +591,7 @@ def test_output_source_and_complex_output(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_in_optional_block(self): test_data = test_input_data.filter_in_optional_block() sample_parameters = {'name': 'Nazgul__2'} @@ -582,7 +600,7 @@ def test_filter_in_optional_block(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_between_filter_on_simple_scalar(self): test_data = test_input_data.between_filter_on_simple_scalar() sample_parameters = {'lower': 'Nazgul', 'upper': 'Pteranodon'} @@ -591,7 +609,7 @@ def test_between_filter_on_simple_scalar(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_between_lowering_on_simple_scalar(self): test_data = test_input_data.between_lowering_on_simple_scalar() sample_parameters = {'lower': 'Nazgul', 'upper': 'Pteranodon'} @@ -600,7 +618,7 @@ def test_between_lowering_on_simple_scalar(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_between_lowering_with_extra_filters(self): test_data = test_input_data.between_lowering_with_extra_filters() sample_fauna = [ @@ -644,7 +662,7 @@ def test_between_lowering_with_extra_filters(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_no_between_lowering_on_simple_scalar(self): test_data = test_input_data.no_between_lowering_on_simple_scalar() sample_parameters = {'lower0': 'Nazgul', 'lower1': 'Nazgul_3', 'upper': 'Pteranodon'} @@ -653,7 +671,7 @@ def test_no_between_lowering_on_simple_scalar(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_complex_optional_variables_with_starting_filter(self): test_data = test_input_data.complex_optional_variables_with_starting_filter() sample_parameters = {'animal_name': 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'} @@ -662,7 +680,7 @@ def test_complex_optional_variables_with_starting_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_on_fragment_in_union(self): test_data = test_input_data.filter_on_fragment_in_union() sample_parameters = {'wanted': 'Bacon'} @@ -671,7 +689,7 @@ def test_filter_on_fragment_in_union(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_typename_filter(self): test_data = test_input_data.typename_filter() sample_parameters = {'base_cls': 'Food'} @@ -680,7 +698,7 @@ def test_typename_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_within_recurse(self): test_data = test_input_data.filter_within_recurse() sample_parameters = {'wanted': 'red'} @@ -689,7 +707,7 @@ def test_filter_within_recurse(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_recurse_with_immediate_type_coercion_and_filter(self): test_data = test_input_data.recurse_with_immediate_type_coercion_and_filter() sample_parameters = {'color': 'red'} @@ -698,7 +716,7 @@ def test_recurse_with_immediate_type_coercion_and_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_in_collection_op_filter_with_variable(self): test_data = test_input_data.in_collection_op_filter_with_variable() sample_names = [ @@ -727,7 +745,7 @@ def test_in_collection_op_filter_with_variable(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_intersects_op_filter_with_variable(self): test_data = test_input_data.intersects_op_filter_with_variable() sample_names = [ @@ -741,7 +759,7 @@ def test_intersects_op_filter_with_variable(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_contains_op_filter_with_variable(self): test_data = test_input_data.contains_op_filter_with_variable() sample_parameters = {'wanted': 'Nazgul_1'} @@ -750,7 +768,16 @@ def test_contains_op_filter_with_variable(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_contains_op_filter_with_variable(self): + test_data = test_input_data.not_contains_op_filter_with_variable() + sample_parameters = {'wanted': 'Nazgul_1'} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + + @pytest.mark.usefixtures('snapshot_graph_client') def test_has_substring_op_filter(self): test_data = test_input_data.has_substring_op_filter() sample_parameters = {'wanted': '6)_((1_12'} @@ -759,7 +786,7 @@ def test_has_substring_op_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_has_edge_degree_op_filter(self): test_data = test_input_data.has_edge_degree_op_filter() sample_parameters = {'child_count': 9} @@ -768,7 +795,7 @@ def test_has_edge_degree_op_filter(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_has_edge_degree_op_filter_with_optional(self): test_data = test_input_data.has_edge_degree_op_filter_with_optional() @@ -778,7 +805,7 @@ def test_has_edge_degree_op_filter_with_optional(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_has_edge_degree_op_filter_with_fold(self): test_data = test_input_data.has_edge_degree_op_filter_with_fold() sample_parameters = {'child_count': 9} @@ -787,7 +814,7 @@ def test_has_edge_degree_op_filter_with_fold(self): self.assertMatchSnapshot(rows) - @pytest.mark.usefixtures('graph_client') + @pytest.mark.usefixtures('snapshot_graph_client') def test_filter_within_fold_scope(self): test_data = test_input_data.filter_within_fold_scope() sample_parameters = {'desired': 'Nazgul__2'} diff --git a/graphql_compiler/tests/test_compiler.py b/graphql_compiler/tests/test_compiler.py index 504b2826b..c2add8dd9 100644 --- a/graphql_compiler/tests/test_compiler.py +++ b/graphql_compiler/tests/test_compiler.py @@ -182,6 +182,35 @@ def test_colocated_filter_and_tag(self): expected_match = ''' SELECT Animal__out_Entity_Related___1.name AS `related_name` FROM (MATCH {{ + where: ((@this INSTANCEOF 'Animal')), + as: Animal___1 + }}.out('Entity_Related') {{ + class: Entity, + where: ((alias CONTAINS name)), + as: Animal__out_Entity_Related___1 + }} RETURN $matches) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .as('Animal___1') + .out('Entity_Related') + .filter{it, m -> it.alias.contains(it.name)} + .as('Animal__out_Entity_Related___1') + .back('Animal___1') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + related_name: m.Animal__out_Entity_Related___1.name + ])} + ''' + expected_sql = SKIP_TEST # Not implemented + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + + def test_colocated_out_of_order_filter_and_tag(self): + test_data = test_input_data.colocated_out_of_order_filter_and_tag() + + expected_match = ''' + SELECT Animal__out_Entity_Related___1.name AS `related_name` FROM (MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.out('Entity_Related') {{ class: Entity, @@ -394,6 +423,7 @@ def test_traverse_filter_and_output(self): Animal__out_Animal_ParentOf___1.name AS `parent_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.out('Animal_ParentOf') {{ class: Animal, @@ -426,6 +456,7 @@ def test_name_or_alias_filter_on_interface_type(self): Animal__out_Entity_Related___1.name AS `related_entity` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.out('Entity_Related') {{ class: Entity, @@ -1152,6 +1183,7 @@ def test_complex_optional_variables_with_starting_filter(self): optional: true, as: Animal__out_Animal_ParentOf__out_Animal_FedAt___1 }} , {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal__out_Animal_ParentOf___1 }}.in('Animal_ParentOf') {{ as: Animal__out_Animal_ParentOf__in_Animal_ParentOf___1 @@ -2145,6 +2177,129 @@ def test_contains_op_filter_with_optional_tag(self): check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + def test_not_contains_op_filter_with_variable(self): + test_data = test_input_data.not_contains_op_filter_with_variable() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + where: ((NOT (alias CONTAINS {wanted}))), + as: Animal___1 + }} + RETURN $matches + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .filter{it, m -> !it.alias.contains($wanted)} + .as('Animal___1') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + + # the alias list valued column is not yet supported by the SQL backend + expected_sql = SKIP_TEST + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + + def test_not_contains_op_filter_with_tag(self): + test_data = test_input_data.not_contains_op_filter_with_tag() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + as: Animal___1 + }}.in('Animal_ParentOf') {{ + where: ((NOT (alias CONTAINS $matched.Animal___1.name))), + as: Animal__in_Animal_ParentOf___1 + }} + RETURN $matches + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .as('Animal___1') + .in('Animal_ParentOf') + .filter{it, m -> !it.alias.contains(m.Animal___1.name)} + .as('Animal__in_Animal_ParentOf___1') + .back('Animal___1') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + + expected_sql = NotImplementedError + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + + def test_not_contains_op_filter_with_optional_tag(self): + test_data = test_input_data.not_contains_op_filter_with_optional_tag() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + as: Animal___1 + }}.in('Animal_ParentOf') {{ + optional: true, + as: Animal__in_Animal_ParentOf___1 + }} , + {{ + class: Animal, + as: Animal___1 + }}.out('Animal_ParentOf') {{ + where: (( + ($matched.Animal__in_Animal_ParentOf___1 IS null) + OR + (NOT (alias CONTAINS $matched.Animal__in_Animal_ParentOf___1.name)))), + as: Animal__out_Animal_ParentOf___1 + }} + RETURN $matches + ) + WHERE ( + ( + (Animal___1.in_Animal_ParentOf IS null) + OR + (Animal___1.in_Animal_ParentOf.size() = 0) + ) + OR + (Animal__in_Animal_ParentOf___1 IS NOT null) + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .as('Animal___1') + .ifThenElse{it.in_Animal_ParentOf == null}{null}{it.in('Animal_ParentOf')} + .as('Animal__in_Animal_ParentOf___1') + .optional('Animal___1') + .as('Animal___2') + .out('Animal_ParentOf') + .filter{it, m -> ( + (m.Animal__in_Animal_ParentOf___1 == null) + || + !it.alias.contains(m.Animal__in_Animal_ParentOf___1.name) + ) + } + .as('Animal__out_Animal_ParentOf___1') + .back('Animal___2') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + + expected_sql = NotImplementedError + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + def test_has_substring_op_filter(self): test_data = test_input_data.has_substring_op_filter() @@ -2412,6 +2567,7 @@ def test_has_edge_degree_op_filter_with_optional(self): Species___1.name AS `species_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Species')), as: Species___1 }}.in('Animal_OfSpecies') {{ class: Animal, @@ -2575,6 +2731,7 @@ def test_has_edge_degree_op_filter_with_fold(self): Species___1.name AS `species_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Species')), as: Species___1 }}.in('Animal_OfSpecies') {{ class: Animal, @@ -2747,6 +2904,7 @@ def test_filter_on_fragment_in_union(self): Species___1.name AS `species_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Species')), as: Species___1 }}.out('Species_Eats') {{ class: Food, @@ -3574,12 +3732,14 @@ def test_no_op_coercion_with_eligible_subpath(self): expected_match = ''' SELECT Animal__out_Animal_ParentOf__out_Animal_ParentOf___1.name AS `animal_name` FROM (MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.out('Animal_ParentOf') {{ as: Animal__out_Animal_ParentOf___1 }}.out('Animal_ParentOf') {{ as: Animal__out_Animal_ParentOf__out_Animal_ParentOf___1 }} , {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal__out_Animal_ParentOf___1 }}.out('Entity_Related') {{ class: Entity, @@ -4329,6 +4489,7 @@ def test_traverse_and_optional_and_traverse(self): Animal__in_Animal_ParentOf___1.name AS `child_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, @@ -4779,6 +4940,7 @@ def test_filter_on_optional_traversal_equality(self): Animal___1.name AS `animal_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.out('Animal_ParentOf') {{ class: Animal, @@ -5055,6 +5217,7 @@ def test_complex_optional_traversal_variables(self): as: Animal__out_Animal_ParentOf__out_Animal_FedAt___1 }} , {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal__out_Animal_ParentOf___1 }}.in('Animal_ParentOf') {{ as: Animal__out_Animal_ParentOf__in_Animal_ParentOf___1 @@ -5734,6 +5897,7 @@ def test_nested_optional_and_traverse(self): Animal__in_Animal_ParentOf___1.name AS `child_name` FROM ( MATCH {{ + where: ((@this INSTANCEOF 'Animal')), as: Animal___1 }}.in('Animal_ParentOf') {{ class: Animal, diff --git a/graphql_compiler/tests/test_data_tools/integration_data/create_orientdb_integration.sql b/graphql_compiler/tests/test_data_tools/integration_data/create_orientdb_integration.sql index 0a5198a80..7a58e939b 100644 --- a/graphql_compiler/tests/test_data_tools/integration_data/create_orientdb_integration.sql +++ b/graphql_compiler/tests/test_data_tools/integration_data/create_orientdb_integration.sql @@ -3,3 +3,6 @@ create vertex Animal set name = 'Animal 1', net_worth = Decimal('100'), uuid = ' create vertex Animal set name = 'Animal 2', net_worth = Decimal('200'), uuid = 'cfc6e625-8594-0927-468f-f53d864a7a52' create vertex Animal set name = 'Animal 3', net_worth = Decimal('300'), uuid = 'cfc6e625-8594-0927-468f-f53d864a7a53' create vertex Animal set name = 'Animal 4', net_worth = Decimal('400'), uuid = 'cfc6e625-8594-0927-468f-f53d864a7a54' +create vertex Species set name = 'Species 1', uuid = 'ce4f0889-ecdb-4e27-8ffa-3140eb507549' +create vertex Species set name = 'Species 2', uuid = '660b4d07-37fe-4eeb-bb9f-fbc3845e35a9' +create edge Entity_Related from (select from Species where name = 'Species 1') to (select from Species where name = 'Species 2') diff --git a/graphql_compiler/tests/test_emit_output.py b/graphql_compiler/tests/test_emit_output.py index 7bc2ad9d5..913b58b2a 100644 --- a/graphql_compiler/tests/test_emit_output.py +++ b/graphql_compiler/tests/test_emit_output.py @@ -10,7 +10,7 @@ TernaryConditional, Variable ) from ..compiler.helpers import Location -from ..compiler.ir_lowering_common import OutputContextVertex +from ..compiler.ir_lowering_common.common import OutputContextVertex from ..compiler.ir_lowering_match.utils import CompoundMatchQuery from ..compiler.match_query import convert_to_match_query from ..schema import GraphQLDateTime @@ -58,7 +58,7 @@ def test_simple_traverse_filter_output(self): QueryRoot({'Foo'}), Filter(BinaryComposition( u'=', - LocalField(u'name'), + LocalField(u'name', GraphQLString), Variable('$desired_name', GraphQLString))), MarkLocation(base_location), Traverse('out', 'Foo_Bar'), @@ -102,10 +102,10 @@ def test_datetime_variable_representation(self): BinaryComposition( u'&&', BinaryComposition(u'>=', - LocalField('event_date'), + LocalField('event_date', GraphQLDateTime), Variable('$start', GraphQLDateTime)), BinaryComposition(u'<=', - LocalField('event_date'), + LocalField('event_date', GraphQLDateTime), Variable('$end', GraphQLDateTime)) ) ), @@ -201,7 +201,7 @@ def test_simple_traverse_filter_output(self): Traverse('out', 'Foo_Bar'), Filter(BinaryComposition( u'=', - LocalField(u'name'), + LocalField(u'name', GraphQLString), ContextField(base_location.navigate_to_field(u'name'), GraphQLString))), MarkLocation(child_location), Backtrack(base_location), diff --git a/graphql_compiler/tests/test_explain_info.py b/graphql_compiler/tests/test_explain_info.py index 24258cb9b..5c917b938 100644 --- a/graphql_compiler/tests/test_explain_info.py +++ b/graphql_compiler/tests/test_explain_info.py @@ -1,10 +1,13 @@ # Copyright 2018-present Kensho Technologies, LLC. import unittest +from graphql import GraphQLList, GraphQLString + from . import test_input_data from ..compiler.compiler_frontend import graphql_to_ir from ..compiler.helpers import FoldScopeLocation, Location -from ..compiler.metadata import FilterInfo, RecurseInfo +from ..compiler.metadata import FilterInfo, OutputInfo, RecurseInfo +from ..schema import GraphQLDate, GraphQLDateTime from .test_helpers import get_schema @@ -15,13 +18,22 @@ def setUp(self): """Initialize the test schema once for all tests.""" self.schema = get_schema() - def check(self, graphql_test, expected_filters, expected_recurses): + def compare_output_info(self, expected, received): + """Compare two OutputInfo objects, using proper GraphQL type comparison operators.""" + self.assertEqual(expected.location, received.location) + self.assertTrue((expected.type).is_same_type(received.type)) + self.assertEqual(expected.optional, received.optional) + + def check(self, graphql_test, expected_filters, expected_recurses, expected_outputs): """Verify query produces expected explain infos.""" ir_and_metadata = graphql_to_ir(self.schema, graphql_test().graphql_input) meta = ir_and_metadata.query_metadata_table + # Unfortunately literal dicts don't accept Location() as keys expected_filters = dict(expected_filters) expected_recurses = dict(expected_recurses) + expected_outputs = dict(expected_outputs) + for location, _ in meta.registered_locations: # Do filters match with expected for this location? filters = meta.get_filter_infos(location) @@ -33,19 +45,72 @@ def check(self, graphql_test, expected_filters, expected_recurses): self.assertEqual(expected_recurses.get(location, []), recurse) if recurse: del expected_recurses[location] + + for output_name, output_info in meta.outputs: + # Does output info match with expected? + self.compare_output_info(expected_outputs.get(output_name, None), output_info) + if output_info: + del expected_outputs[output_name] + # Any expected infos missing? self.assertEqual(0, len(expected_filters)) self.assertEqual(0, len(expected_recurses)) + self.assertEqual(0, len(expected_outputs)) + + def test_immediate_output(self): + out_name = 'animal_name' + out_info = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + + self.check(test_input_data.immediate_output, + [], + [], + [(out_name, out_info)]) + + def test_output_source_and_complex_output(self): + loc = Location(('Animal',), None, 1) + filters = [ + FilterInfo(fields=('name',), op_name='=', args=('$wanted',)), + ] + + out_name1 = 'animal_name' + out_info1 = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name2 = 'parent_name' + out_info2 = OutputInfo( + location=Location(('Animal', 'out_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + + self.check(test_input_data.output_source_and_complex_output, + [(loc, filters)], + [], + [(out_name1, out_info1), (out_name2, out_info2)]) def test_traverse_filter_and_output(self): loc = Location(('Animal', 'out_Animal_ParentOf'), None, 1) filters = [ FilterInfo(fields=('name', 'alias'), op_name='name_or_alias', args=('$wanted',)), ] + out_name = 'parent_name' + out_info = OutputInfo( + location=Location(('Animal', 'out_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) self.check(test_input_data.traverse_filter_and_output, [(loc, filters)], - []) + [], + [(out_name, out_info)]) def test_complex_optional_traversal_variables(self): loc1 = Location(('Animal',), None, 1) @@ -60,10 +125,37 @@ def test_complex_optional_traversal_variables(self): op_name='between', args=('%other_child_fed_at', '%parent_fed_at')), ] + out_name1 = 'parent_fed_at' + out_loc1 = Location(('Animal', 'out_Animal_ParentOf', 'out_Animal_FedAt'), 'event_date', 1) + out_info1 = OutputInfo( + location=out_loc1, + type=GraphQLDateTime, + optional=True, + ) + + out_name2 = 'other_child_fed_at' + out_loc2 = Location( + ('Animal', 'out_Animal_ParentOf', 'in_Animal_ParentOf', 'out_Animal_FedAt'), + 'event_date', 1 + ) + out_info2 = OutputInfo( + location=out_loc2, + type=GraphQLDateTime, + optional=True, + ) + + out_name3 = 'grandchild_fed_at' + out_loc3 = Location(('Animal', 'in_Animal_ParentOf', 'out_Animal_FedAt'), 'event_date', 1) + out_info3 = OutputInfo( + location=out_loc3, + type=GraphQLDateTime, + optional=False, + ) self.check(test_input_data.complex_optional_traversal_variables, [(loc1, filters1), (loc2, filters2)], - []) + [], + [(out_name1, out_info1), (out_name2, out_info2), (out_name3, out_info3)]) def test_coercion_filters_and_multiple_outputs_within_fold_scope(self): loc = FoldScopeLocation(Location(('Animal',), None, 1), (('out', 'Entity_Related'),), None) @@ -72,9 +164,37 @@ def test_coercion_filters_and_multiple_outputs_within_fold_scope(self): FilterInfo(fields=('birthday',), op_name='<=', args=('$latest',)), ] + out_name1 = 'name' + out_info1 = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name2 = 'related_animals' + out_loc2 = FoldScopeLocation( + Location(('Animal',), None, 1), (('out', 'Entity_Related'),), 'name' + ) + out_info2 = OutputInfo( + location=out_loc2, + type=GraphQLList(GraphQLString), + optional=False, + ) + + out_name3 = 'related_birthdays' + out_loc3 = FoldScopeLocation( + Location(('Animal',), None, 1), (('out', 'Entity_Related'),), 'birthday' + ) + out_info3 = OutputInfo( + location=out_loc3, + type=GraphQLList(GraphQLDate), + optional=False, + ) + self.check(test_input_data.coercion_filters_and_multiple_outputs_within_fold_scope, [(loc, filters)], - []) + [], + [(out_name1, out_info1), (out_name2, out_info2), (out_name3, out_info3)]) def test_multiple_filters(self): loc = Location(('Animal',), None, 1) @@ -83,9 +203,17 @@ def test_multiple_filters(self): FilterInfo(fields=('name',), op_name='<', args=('$upper_bound',)) ] + out_name = 'animal_name' + out_info = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + self.check(test_input_data.multiple_filters, [(loc, filters)], - []) + [], + [(out_name, out_info)]) def test_has_edge_degree_op_filter(self): loc = Location(('Animal',), None, 1) @@ -95,9 +223,24 @@ def test_has_edge_degree_op_filter(self): args=('$child_count',)) ] + out_name1 = 'animal_name' + out_info1 = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name2 = 'child_name' + out_info2 = OutputInfo( + location=Location(('Animal', 'in_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + self.check(test_input_data.has_edge_degree_op_filter, [(loc, filters)], - []) + [], + [(out_name1, out_info1), (out_name2, out_info2)]) def test_simple_recurse(self): loc = Location(('Animal',), None, 1) @@ -105,9 +248,17 @@ def test_simple_recurse(self): RecurseInfo(edge_direction='out', edge_name='Animal_ParentOf', depth=1) ] + out_name = 'relation_name' + out_info = OutputInfo( + location=Location(('Animal', 'out_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + self.check(test_input_data.simple_recurse, [], - [(loc, recurses)]) + [(loc, recurses)], + [(out_name, out_info)]) def test_two_consecutive_recurses(self): loc = Location(('Animal',), None, 1) @@ -121,9 +272,43 @@ def test_two_consecutive_recurses(self): RecurseInfo(edge_direction='in', edge_name='Animal_ParentOf', depth=2) ] + out_name1 = 'animal_name' + out_info1 = OutputInfo( + location=Location(('Animal',), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name2 = 'important_event' + out_info2 = OutputInfo( + location=Location(('Animal', 'out_Animal_ImportantEvent'), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name3 = 'ancestor_name' + out_info3 = OutputInfo( + location=Location(('Animal', 'out_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + + out_name4 = 'descendent_name' + out_info4 = OutputInfo( + location=Location(('Animal', 'in_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + + expected_outputs = [ + (out_name1, out_info1), (out_name2, out_info2), (out_name3, out_info3), + (out_name4, out_info4) + ] + self.check(test_input_data.two_consecutive_recurses, [(loc, filters)], - [(loc, recurses)]) + [(loc, recurses)], + expected_outputs) def test_filter_on_optional_traversal_name_or_alias(self): loc = Location(('Animal', 'out_Animal_ParentOf'), None, 1) @@ -133,6 +318,14 @@ def test_filter_on_optional_traversal_name_or_alias(self): args=('%grandchild_name',)) ] + out_name = 'parent_name' + out_info = OutputInfo( + location=Location(('Animal', 'out_Animal_ParentOf'), 'name', 1), + type=GraphQLString, + optional=False, + ) + self.check(test_input_data.filter_on_optional_traversal_name_or_alias, [(loc, filters)], - []) + [], + [(out_name, out_info)]) diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index 93bb070d0..f4f1a0803 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -13,7 +13,9 @@ from ..macros import create_macro_registry, register_macro_edge from ..query_formatting.graphql_formatting import pretty_print_graphql from ..schema_generation.orientdb.schema_graph_builder import get_orientdb_schema_graph -from ..schema_generation.orientdb.utils import ORIENTDB_SCHEMA_RECORDS_QUERY +from ..schema_generation.orientdb.utils import ( + ORIENTDB_INDEX_RECORDS_QUERY, ORIENTDB_SCHEMA_RECORDS_QUERY +) # The strings which we will be comparing have newlines and spaces we'd like to get rid of, @@ -160,16 +162,16 @@ } type RootSchemaQuery { - Animal: Animal - BirthEvent: BirthEvent - Entity: Entity - Event: Event - FeedingEvent: FeedingEvent - Food: Food - FoodOrSpecies: FoodOrSpecies - Location: Location - Species: Species - UniquelyIdentifiable: UniquelyIdentifiable + Animal: [Animal] + BirthEvent: [BirthEvent] + Entity: [Entity] + Event: [Event] + FeedingEvent: [FeedingEvent] + Food: [Food] + FoodOrSpecies: [FoodOrSpecies] + Location: [Location] + Species: [Species] + UniquelyIdentifiable: [UniquelyIdentifiable] } type Species implements Entity, UniquelyIdentifiable { @@ -374,7 +376,9 @@ def generate_schema_graph(graph_client): """Generate SchemaGraph from a pyorient client""" schema_records = graph_client.command(ORIENTDB_SCHEMA_RECORDS_QUERY) schema_data = [x.oRecordData for x in schema_records] - return get_orientdb_schema_graph(schema_data) + index_records = graph_client.command(ORIENTDB_INDEX_RECORDS_QUERY) + index_query_data = [x.oRecordData for x in index_records] + return get_orientdb_schema_graph(schema_data, index_query_data) def generate_schema(graph_client, class_to_field_type_overrides=None, hidden_classes=None): diff --git a/graphql_compiler/tests/test_input_data.py b/graphql_compiler/tests/test_input_data.py index 43e355238..92d9f9344 100644 --- a/graphql_compiler/tests/test_input_data.py +++ b/graphql_compiler/tests/test_input_data.py @@ -100,6 +100,28 @@ def colocated_filter_and_tag(): type_equivalence_hints=None) +def colocated_out_of_order_filter_and_tag(): + graphql_input = '''{ + Animal { + out_Entity_Related { + alias @filter(op_name: "contains", value: ["%name"]) + name @output(out_name: "related_name") + @tag(tag_name: "name") + } + } + }''' + expected_output_metadata = { + 'related_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = {} + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + def multiple_filters(): graphql_input = '''{ Animal { @@ -1202,6 +1224,72 @@ def contains_op_filter_with_optional_tag(): type_equivalence_hints=None) +def not_contains_op_filter_with_variable(): + graphql_input = '''{ + Animal { + alias @filter(op_name: "not_contains", value: ["$wanted"]) + name @output(out_name: "animal_name") + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = { + 'wanted': GraphQLString, + } + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + +def not_contains_op_filter_with_tag(): + graphql_input = '''{ + Animal { + name @output(out_name: "animal_name") @tag(tag_name: "name") + in_Animal_ParentOf { + alias @filter(op_name: "not_contains", value: ["%name"]) + } + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = {} + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + +def not_contains_op_filter_with_optional_tag(): + graphql_input = '''{ + Animal { + name @output(out_name: "animal_name") + in_Animal_ParentOf @optional { + name @tag(tag_name: "parent_name") + } + out_Animal_ParentOf { + alias @filter(op_name: "not_contains", value: ["%parent_name"]) + } + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = {} + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + def has_substring_op_filter(): graphql_input = '''{ Animal { diff --git a/graphql_compiler/tests/test_ir_generation.py b/graphql_compiler/tests/test_ir_generation.py index 3645ef160..60357ad3e 100644 --- a/graphql_compiler/tests/test_ir_generation.py +++ b/graphql_compiler/tests/test_ir_generation.py @@ -250,9 +250,13 @@ def test_immediate_filter_and_output(self): expected_blocks = [ blocks.QueryRoot({'Animal'}), - blocks.Filter(expressions.BinaryComposition( - operator, expressions.LocalField('name'), - expressions.Variable('$wanted', GraphQLString))), + blocks.Filter( + expressions.BinaryComposition( + operator, + expressions.LocalField('name', GraphQLString), + expressions.Variable('$wanted', GraphQLString) + ) + ), blocks.MarkLocation(base_location), blocks.GlobalOperationsStart(), blocks.ConstructResult({ @@ -287,7 +291,8 @@ def test_immediate_output_with_custom_scalar_filter(self): blocks.QueryRoot({'Animal'}), blocks.Filter( expressions.BinaryComposition( - u'>=', expressions.LocalField('net_worth'), + u'>=', + expressions.LocalField('net_worth', GraphQLDecimal), expressions.Variable('$min_worth', GraphQLDecimal) ) ), @@ -316,7 +321,43 @@ def test_colocated_filter_and_tag(self): blocks.Traverse('out', 'Entity_Related'), blocks.Filter( expressions.BinaryComposition( - u'contains', expressions.LocalField('alias'), expressions.LocalField('name'))), + u'contains', + expressions.LocalField('alias', GraphQLList(GraphQLString)), + expressions.LocalField('name', GraphQLString) + ) + ), + blocks.MarkLocation(child_location), + blocks.Backtrack(base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'related_name': expressions.OutputContextField( + child_location.navigate_to_field('name'), GraphQLString) + }), + ] + expected_location_types = { + base_location: 'Animal', + child_location: 'Entity', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_colocated_out_of_order_filter_and_tag(self): + test_data = test_input_data.colocated_out_of_order_filter_and_tag() + + base_location = helpers.Location(('Animal',)) + child_location = base_location.navigate_to_subpath('out_Entity_Related') + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.MarkLocation(base_location), + blocks.Traverse('out', 'Entity_Related'), + blocks.Filter( + expressions.BinaryComposition( + u'contains', + expressions.LocalField('alias', GraphQLList(GraphQLString)), + expressions.LocalField('name', GraphQLString) + ) + ), blocks.MarkLocation(child_location), blocks.Backtrack(base_location), blocks.GlobalOperationsStart(), @@ -339,12 +380,20 @@ def test_multiple_filters(self): expected_blocks = [ blocks.QueryRoot({'Animal'}), - blocks.Filter(expressions.BinaryComposition( - u'>=', expressions.LocalField('name'), - expressions.Variable('$lower_bound', GraphQLString))), - blocks.Filter(expressions.BinaryComposition( - u'<', expressions.LocalField('name'), - expressions.Variable('$upper_bound', GraphQLString))), + blocks.Filter( + expressions.BinaryComposition( + u'>=', + expressions.LocalField('name', GraphQLString), + expressions.Variable('$lower_bound', GraphQLString) + ) + ), + blocks.Filter( + expressions.BinaryComposition( + u'<', + expressions.LocalField('name', GraphQLString), + expressions.Variable('$upper_bound', GraphQLString) + ) + ), blocks.MarkLocation(base_location), blocks.GlobalOperationsStart(), blocks.ConstructResult({ @@ -440,11 +489,11 @@ def test_traverse_filter_and_output(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$wanted', GraphQLString) ) ) @@ -479,11 +528,11 @@ def test_name_or_alias_filter_on_interface_type(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$wanted', GraphQLString) ) ) @@ -514,7 +563,7 @@ def test_output_source_and_complex_output(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) ) ), @@ -569,7 +618,7 @@ def test_filter_on_optional_variable_equality(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( child_fed_at_location.navigate_to_field('name'), GraphQLString) ) @@ -623,13 +672,13 @@ def test_filter_on_optional_variable_name_or_alias(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( parent_location.navigate_to_field('name'), GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( parent_location.navigate_to_field('name'), GraphQLString) ) @@ -667,7 +716,7 @@ def test_filter_in_optional_block(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$name', GraphQLString) ) ), @@ -717,7 +766,7 @@ def test_filter_in_optional_and_count(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$animal_name', GraphQLString) ) ), @@ -767,12 +816,12 @@ def test_between_filter_on_simple_scalar(self): u'&&', expressions.BinaryComposition( u'>=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$lower', GraphQLString) ), expressions.BinaryComposition( u'<=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$upper', GraphQLString) ) ) @@ -804,12 +853,12 @@ def test_between_filter_on_date(self): u'&&', expressions.BinaryComposition( u'>=', - expressions.LocalField('birthday'), + expressions.LocalField('birthday', GraphQLDate), expressions.Variable('$lower', GraphQLDate) ), expressions.BinaryComposition( u'<=', - expressions.LocalField('birthday'), + expressions.LocalField('birthday', GraphQLDate), expressions.Variable('$upper', GraphQLDate) ) ) @@ -841,12 +890,12 @@ def test_between_filter_on_datetime(self): u'&&', expressions.BinaryComposition( u'>=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.Variable('$lower', GraphQLDateTime) ), expressions.BinaryComposition( u'<=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.Variable('$upper', GraphQLDateTime) ) ) @@ -874,14 +923,14 @@ def test_between_lowering_on_simple_scalar(self): blocks.Filter( expressions.BinaryComposition( u'<=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$upper', GraphQLString) ), ), blocks.Filter( expressions.BinaryComposition( u'>=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$lower', GraphQLString) ), ), @@ -908,14 +957,14 @@ def test_between_lowering_with_extra_filters(self): blocks.Filter( expressions.BinaryComposition( u'<=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$upper', GraphQLString) ), ), blocks.Filter( expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$substring', GraphQLString) ), ), @@ -923,13 +972,13 @@ def test_between_lowering_with_extra_filters(self): expressions.BinaryComposition( u'contains', expressions.Variable('$fauna', GraphQLList(GraphQLString)), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ), ), blocks.Filter( expressions.BinaryComposition( u'>=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$lower', GraphQLString) ), ), @@ -956,21 +1005,21 @@ def test_no_between_lowering_on_simple_scalar(self): blocks.Filter( expressions.BinaryComposition( u'<=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$upper', GraphQLString) ), ), blocks.Filter( expressions.BinaryComposition( u'>=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$lower0', GraphQLString) ), ), blocks.Filter( expressions.BinaryComposition( u'>=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$lower1', GraphQLString) ), ), @@ -1048,7 +1097,7 @@ def test_complex_optional_variables(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField(child_fed_at_event_tag, GraphQLString), ) ) @@ -1065,7 +1114,7 @@ def test_complex_optional_variables(self): ), expressions.BinaryComposition( u'>=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(other_parent_fed_at_tag, GraphQLDateTime) ) ), @@ -1078,7 +1127,7 @@ def test_complex_optional_variables(self): ), expressions.BinaryComposition( u'<=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(child_fed_at_tag, GraphQLDateTime) ) ) @@ -1146,7 +1195,7 @@ def test_complex_optional_variables_with_starting_filter(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$animal_name', GraphQLString) ) ), @@ -1186,7 +1235,7 @@ def test_complex_optional_variables_with_starting_filter(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField(child_fed_at_event_tag, GraphQLString), ) ) @@ -1203,7 +1252,7 @@ def test_complex_optional_variables_with_starting_filter(self): ), expressions.BinaryComposition( u'>=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(other_parent_fed_at_tag, GraphQLDateTime) ) ), @@ -1216,7 +1265,7 @@ def test_complex_optional_variables_with_starting_filter(self): ), expressions.BinaryComposition( u'<=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(child_fed_at_tag, GraphQLDateTime) ) ) @@ -1331,7 +1380,7 @@ def test_filter_then_apply_fragment(self): expressions.BinaryComposition( u'contains', expressions.Variable('$species', GraphQLList(GraphQLString)), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ) ), blocks.MarkLocation(base_location), @@ -1368,7 +1417,7 @@ def test_filter_then_apply_fragment_with_multiple_traverses(self): expressions.BinaryComposition( u'contains', expressions.Variable('$species', GraphQLList(GraphQLString)), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ) ), blocks.MarkLocation(base_location), @@ -1418,11 +1467,11 @@ def test_filter_on_fragment_in_union(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$wanted', GraphQLString) ) )), @@ -1516,7 +1565,7 @@ def test_typename_filter(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('@class'), + expressions.LocalField('@class', GraphQLString), expressions.Variable('$base_cls', GraphQLString) ) ), @@ -1608,12 +1657,12 @@ def test_filter_then_traverse_and_recurse(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$animal_name_or_alias', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$animal_name_or_alias', GraphQLString) ) ) @@ -1660,12 +1709,12 @@ def test_two_consecutive_recurses(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$animal_name_or_alias', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$animal_name_or_alias', GraphQLString) ) ) @@ -1751,7 +1800,7 @@ def test_filter_within_recurse(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('color'), + expressions.LocalField('color', GraphQLString), expressions.Variable('$wanted', GraphQLString) ) ), @@ -1810,7 +1859,7 @@ def test_recurse_with_immediate_type_coercion_and_filter(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('color'), + expressions.LocalField('color', GraphQLString), expressions.Variable('$color', GraphQLString) ) ), @@ -1840,7 +1889,7 @@ def test_in_collection_op_filter_with_variable(self): expressions.BinaryComposition( u'contains', expressions.Variable('$wanted', GraphQLList(GraphQLString)), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ) ), blocks.MarkLocation(base_location), @@ -1873,7 +1922,7 @@ def test_in_collection_op_filter_with_tag(self): base_location.navigate_to_field('alias'), GraphQLList(GraphQLString) ), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ) ), blocks.MarkLocation(child_location), @@ -1924,7 +1973,7 @@ def test_in_collection_op_filter_with_optional_tag(self): parent_location.navigate_to_field('alias'), GraphQLList(GraphQLString) ), - expressions.LocalField('name') + expressions.LocalField('name', GraphQLString) ) ) ), @@ -1955,7 +2004,7 @@ def test_intersects_op_filter_with_variable(self): blocks.Filter( expressions.BinaryComposition( u'intersects', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$wanted', GraphQLList(GraphQLString)) ) ), @@ -1985,7 +2034,7 @@ def test_intersects_op_filter_with_tag(self): blocks.Filter( expressions.BinaryComposition( u'intersects', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( base_location.navigate_to_field('alias'), GraphQLList(GraphQLString) @@ -2036,7 +2085,7 @@ def test_intersects_op_filter_with_optional_tag(self): ), expressions.BinaryComposition( u'intersects', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( parent_location.navigate_to_field('alias'), GraphQLList(GraphQLString) @@ -2071,7 +2120,7 @@ def test_contains_op_filter_with_variable(self): blocks.Filter( expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$wanted', GraphQLString) ) ), @@ -2101,7 +2150,7 @@ def test_contains_op_filter_with_tag(self): blocks.Filter( expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( base_location.navigate_to_field('name'), GraphQLString @@ -2152,7 +2201,123 @@ def test_contains_op_filter_with_optional_tag(self): ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), + expressions.ContextField( + parent_location.navigate_to_field('name'), + GraphQLString + ) + ) + ) + ), + blocks.MarkLocation(child_location), + blocks.Backtrack(revisited_base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + revisited_base_location: 'Animal', + parent_location: 'Animal', + child_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_not_contains_op_filter_with_variable(self): + test_data = test_input_data.not_contains_op_filter_with_variable() + + base_location = helpers.Location(('Animal',)) + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.Filter( + expressions.BinaryComposition( + u'not_contains', + expressions.LocalField('alias', GraphQLList(GraphQLString)), + expressions.Variable('$wanted', GraphQLString) + ) + ), + blocks.MarkLocation(base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_not_contains_op_filter_with_tag(self): + test_data = test_input_data.not_contains_op_filter_with_tag() + + base_location = helpers.Location(('Animal',)) + parent_location = base_location.navigate_to_subpath('in_Animal_ParentOf') + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.MarkLocation(base_location), + blocks.Traverse('in', 'Animal_ParentOf'), + blocks.Filter( + expressions.BinaryComposition( + u'not_contains', + expressions.LocalField('alias', GraphQLList(GraphQLString)), + expressions.ContextField( + base_location.navigate_to_field('name'), + GraphQLString + ), + ) + ), + blocks.MarkLocation(parent_location), + blocks.Backtrack(base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + parent_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_not_contains_op_filter_with_optional_tag(self): + test_data = test_input_data.not_contains_op_filter_with_optional_tag() + + base_location = helpers.Location(('Animal',)) + revisited_base_location = base_location.revisit() + parent_location = base_location.navigate_to_subpath('in_Animal_ParentOf') + child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.MarkLocation(base_location), + + blocks.Traverse('in', 'Animal_ParentOf', optional=True), + blocks.MarkLocation(parent_location), + blocks.EndOptional(), + blocks.Backtrack(base_location, optional=True), + blocks.MarkLocation(revisited_base_location), + + blocks.Traverse('out', 'Animal_ParentOf'), + blocks.Filter( + expressions.BinaryComposition( + u'||', + expressions.BinaryComposition( + u'=', + expressions.ContextFieldExistence(parent_location), + expressions.FalseLiteral + ), + expressions.BinaryComposition( + u'not_contains', + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( parent_location.navigate_to_field('name'), GraphQLString @@ -2187,7 +2352,7 @@ def test_has_substring_op_filter(self): blocks.Filter( expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) ) ), @@ -2233,7 +2398,7 @@ def test_has_substring_op_filter_with_optional_tag(self): ), expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( parent_location.navigate_to_field('name'), GraphQLString @@ -2264,6 +2429,8 @@ def test_has_edge_degree_op_filter(self): base_location = helpers.Location(('Animal',)) child_location = base_location.navigate_to_subpath('in_Animal_ParentOf') + list_of_animal_type = GraphQLList(self.schema.get_type('Animal')) + expected_blocks = [ blocks.QueryRoot({'Animal'}), blocks.Filter( @@ -2278,7 +2445,7 @@ def test_has_edge_degree_op_filter(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ) ), @@ -2286,14 +2453,14 @@ def test_has_edge_degree_op_filter(self): u'&&', expressions.BinaryComposition( u'!=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ), expressions.BinaryComposition( u'=', expressions.UnaryTransformation( u'size', - expressions.LocalField('in_Animal_ParentOf') + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type) ), expressions.Variable('$child_count', GraphQLInt), ) @@ -2327,6 +2494,8 @@ def test_has_edge_degree_op_filter_with_optional(self): child_location = animal_location.navigate_to_subpath('in_Animal_ParentOf') revisited_animal_location = animal_location.revisit() + list_of_animal_type = GraphQLList(self.schema.get_type('Animal')) + expected_blocks = [ blocks.QueryRoot({'Species'}), blocks.MarkLocation(base_location), @@ -2343,7 +2512,7 @@ def test_has_edge_degree_op_filter_with_optional(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ) ), @@ -2351,14 +2520,14 @@ def test_has_edge_degree_op_filter_with_optional(self): u'&&', expressions.BinaryComposition( u'!=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ), expressions.BinaryComposition( u'=', expressions.UnaryTransformation( u'size', - expressions.LocalField('in_Animal_ParentOf') + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type) ), expressions.Variable('$child_count', GraphQLInt), ) @@ -2402,6 +2571,8 @@ def test_has_edge_degree_op_filter_with_optional_and_between(self): related_location = parent_location.navigate_to_subpath('out_Entity_Related') revisited_base_location = base_location.revisit() + list_of_animal_type = GraphQLList(self.schema.get_type('Animal')) + expected_blocks = [ blocks.QueryRoot({'Animal'}), blocks.Filter( @@ -2416,7 +2587,7 @@ def test_has_edge_degree_op_filter_with_optional_and_between(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ) ), @@ -2424,14 +2595,14 @@ def test_has_edge_degree_op_filter_with_optional_and_between(self): u'&&', expressions.BinaryComposition( u'!=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ), expressions.BinaryComposition( u'=', expressions.UnaryTransformation( u'size', - expressions.LocalField('in_Animal_ParentOf') + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type) ), expressions.Variable('$number_of_edges', GraphQLInt) ) @@ -2443,12 +2614,12 @@ def test_has_edge_degree_op_filter_with_optional_and_between(self): u'&&', expressions.BinaryComposition( u'>=', - expressions.LocalField('uuid'), + expressions.LocalField('uuid', GraphQLID), expressions.Variable('$uuid_lower_bound', GraphQLID) ), expressions.BinaryComposition( u'<=', - expressions.LocalField('uuid'), + expressions.LocalField('uuid', GraphQLID), expressions.Variable('$uuid_upper_bound', GraphQLID) ) ) @@ -2490,6 +2661,8 @@ def test_has_edge_degree_op_filter_with_fold(self): animal_location = base_location.navigate_to_subpath('in_Animal_OfSpecies') animal_fold = animal_location.navigate_to_fold('in_Animal_ParentOf') + list_of_animal_type = GraphQLList(self.schema.get_type('Animal')) + expected_blocks = [ blocks.QueryRoot({'Species'}), blocks.MarkLocation(base_location), @@ -2506,7 +2679,7 @@ def test_has_edge_degree_op_filter_with_fold(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ) ), @@ -2514,14 +2687,14 @@ def test_has_edge_degree_op_filter_with_fold(self): u'&&', expressions.BinaryComposition( u'!=', - expressions.LocalField('in_Animal_ParentOf'), + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type), expressions.NullLiteral ), expressions.BinaryComposition( u'=', expressions.UnaryTransformation( u'size', - expressions.LocalField('in_Animal_ParentOf') + expressions.LocalField('in_Animal_ParentOf', list_of_animal_type) ), expressions.Variable('$child_count', GraphQLInt), ) @@ -2940,13 +3113,13 @@ def test_coercion_filters_and_multiple_outputs_within_fold_scope(self): blocks.CoerceType({'Animal'}), blocks.Filter(expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$substring', GraphQLString) )), blocks.Filter( expressions.BinaryComposition( u'<=', - expressions.LocalField('birthday'), + expressions.LocalField('birthday', GraphQLDate), expressions.Variable('$latest', GraphQLDate) ) ), @@ -2985,13 +3158,13 @@ def test_coercion_filters_and_multiple_outputs_within_fold_traversal(self): blocks.CoerceType({'Animal'}), blocks.Filter(expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$substring', GraphQLString) )), blocks.Filter( expressions.BinaryComposition( u'<=', - expressions.LocalField('birthday'), + expressions.LocalField('birthday', GraphQLDate), expressions.Variable('$latest', GraphQLDate) ) ), @@ -3066,7 +3239,7 @@ def test_no_op_coercion_with_eligible_subpath(self): expressions.BinaryComposition( u'contains', expressions.Variable('$entity_names', GraphQLList(GraphQLString)), - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), ), ), blocks.MarkLocation(related_location), @@ -3100,7 +3273,7 @@ def test_filter_within_fold_scope(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$desired', GraphQLString) ) ), @@ -3138,12 +3311,12 @@ def test_filter_on_fold_scope(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$desired', GraphQLString) ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$desired', GraphQLString) ) ) @@ -3383,7 +3556,7 @@ def test_filter_count_and_other_filters_in_fold_scope(self): blocks.Filter( expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.Variable('$expected_alias', GraphQLString) ) ), @@ -3480,7 +3653,7 @@ def test_filter_on_count_with_nested_filter(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$location', GraphQLString) ) ), @@ -3569,7 +3742,7 @@ def test_optional_and_traverse_after_filter(self): blocks.QueryRoot({'Animal'}), blocks.Filter(expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) )), blocks.MarkLocation(base_location), @@ -3736,7 +3909,7 @@ def test_multiple_optional_traversals_with_starting_filter(self): blocks.QueryRoot({'Animal'}), blocks.Filter(expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) )), blocks.MarkLocation(base_location), @@ -3813,7 +3986,7 @@ def test_optional_traversal_and_optional_without_traversal(self): blocks.QueryRoot({'Animal'}), blocks.Filter(expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$wanted', GraphQLString) )), blocks.MarkLocation(base_location), @@ -3948,7 +4121,7 @@ def test_filter_on_optional_traversal_equality(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( fed_at_location.navigate_to_field('name'), GraphQLString @@ -4009,7 +4182,7 @@ def test_filter_on_optional_traversal_name_or_alias(self): u'||', expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( grandchild_location.navigate_to_field('name'), GraphQLString @@ -4017,7 +4190,7 @@ def test_filter_on_optional_traversal_name_or_alias(self): ), expressions.BinaryComposition( u'contains', - expressions.LocalField('alias'), + expressions.LocalField('alias', GraphQLList(GraphQLString)), expressions.ContextField( grandchild_location.navigate_to_field('name'), GraphQLString @@ -4072,7 +4245,7 @@ def test_complex_optional_traversal_variables(self): blocks.Filter( expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.Variable('$animal_name', GraphQLString) ) ), @@ -4112,7 +4285,7 @@ def test_complex_optional_traversal_variables(self): ), expressions.BinaryComposition( u'=', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField(parent_fed_at_event_tag, GraphQLString), ) ) @@ -4129,7 +4302,7 @@ def test_complex_optional_traversal_variables(self): ), expressions.BinaryComposition( u'>=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(other_child_fed_at_tag, GraphQLDateTime) ) ), @@ -4142,7 +4315,7 @@ def test_complex_optional_traversal_variables(self): ), expressions.BinaryComposition( u'<=', - expressions.LocalField('event_date'), + expressions.LocalField('event_date', GraphQLDateTime), expressions.ContextField(parent_fed_at_tag, GraphQLDateTime) ) ) @@ -4485,12 +4658,12 @@ def test_between_lowering(self): u'&&', expressions.BinaryComposition( u'>=', - expressions.LocalField('uuid'), + expressions.LocalField('uuid', GraphQLID), expressions.Variable('$uuid_lower', GraphQLID) ), expressions.BinaryComposition( u'<=', - expressions.LocalField('uuid'), + expressions.LocalField('uuid', GraphQLID), expressions.Variable('$uuid_upper', GraphQLID) ) ) @@ -4498,7 +4671,7 @@ def test_between_lowering(self): blocks.Filter( expressions.BinaryComposition( u'>=', - expressions.LocalField('birthday'), + expressions.LocalField('birthday', GraphQLDate), expressions.Variable('$earliest_modified_date', GraphQLDate) ) ), @@ -4531,7 +4704,7 @@ def test_coercion_and_filter_with_tag(self): blocks.Filter( expressions.BinaryComposition( u'has_substring', - expressions.LocalField('name'), + expressions.LocalField('name', GraphQLString), expressions.ContextField( base_location.navigate_to_field('name'), GraphQLString diff --git a/graphql_compiler/tests/test_ir_lowering.py b/graphql_compiler/tests/test_ir_lowering.py index f1fe78226..3679ef413 100644 --- a/graphql_compiler/tests/test_ir_lowering.py +++ b/graphql_compiler/tests/test_ir_lowering.py @@ -4,7 +4,7 @@ from graphql import GraphQLID, GraphQLString -from ..compiler import ir_lowering_common, ir_lowering_gremlin, ir_lowering_match, ir_sanity_checks +from ..compiler import ir_lowering_gremlin, ir_lowering_match, ir_sanity_checks from ..compiler.blocks import ( Backtrack, CoerceType, ConstructResult, EndOptional, Filter, MarkLocation, QueryRoot, Traverse ) @@ -14,12 +14,14 @@ ZeroLiteral ) from ..compiler.helpers import Location -from ..compiler.ir_lowering_common import OutputContextVertex +from ..compiler.ir_lowering_common.common import ( + OutputContextVertex, merge_consecutive_filter_clauses, optimize_boolean_expression_comparisons +) from ..compiler.ir_lowering_match.utils import BetweenClause, CompoundMatchQuery from ..compiler.match_query import MatchQuery, convert_to_match_query from ..compiler.metadata import LocationInfo, QueryMetadataTable from ..schema import GraphQLDate, GraphQLDateTime -from .test_helpers import compare_ir_blocks, construct_location_types, get_schema +from .test_helpers import compare_ir_blocks, get_schema def check_test_data(test_case, expected_object, received_object): @@ -77,7 +79,7 @@ def test_optimize_boolean_expression_comparisons(self): expected_ir_blocks = [ Filter(expected_output), ] - actual_ir_blocks = ir_lowering_common.optimize_boolean_expression_comparisons(ir_blocks) + actual_ir_blocks = optimize_boolean_expression_comparisons(ir_blocks) check_test_data(self, expected_ir_blocks, actual_ir_blocks) @@ -90,7 +92,6 @@ def test_context_field_existence_lowering_in_output(self): schema = get_schema() base_location = Location(('Animal',)) - revisited_base_location = base_location.revisit() child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') child_name_location = child_location.navigate_to_field('name') @@ -101,9 +102,7 @@ def test_context_field_existence_lowering_in_output(self): query_metadata_table.register_location( child_location, LocationInfo(base_location, animal_graphql_type, None, 1, 0, False)) - query_metadata_table.register_location( - revisited_base_location, - LocationInfo(None, animal_graphql_type, None, 0, 0, False)) + revisited_base_location = query_metadata_table.revisit_location(base_location) ir_blocks = [ QueryRoot({'Animal'}), @@ -143,10 +142,8 @@ def test_context_field_existence_lowering_in_filter(self): base_location = Location(('Animal',)) base_name_location = base_location.navigate_to_field('name') - revisited_base_location = base_location.revisit() child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') child_name_location = child_location.navigate_to_field('name') - second_child_location = revisited_base_location.navigate_to_subpath('in_Animal_ParentOf') animal_graphql_type = schema.get_type('Animal') base_location_info = LocationInfo(None, animal_graphql_type, None, 0, 0, False) @@ -155,9 +152,9 @@ def test_context_field_existence_lowering_in_filter(self): query_metadata_table.register_location( child_location, LocationInfo(base_location, animal_graphql_type, None, 1, 0, False)) - query_metadata_table.register_location( - revisited_base_location, - LocationInfo(None, animal_graphql_type, None, 0, 0, False)) + revisited_base_location = query_metadata_table.revisit_location(base_location) + + second_child_location = revisited_base_location.navigate_to_subpath('in_Animal_ParentOf') query_metadata_table.register_location( second_child_location, LocationInfo(base_location, animal_graphql_type, None, 0, 0, False)) @@ -173,7 +170,7 @@ def test_context_field_existence_lowering_in_filter(self): Filter( BinaryComposition( u'=', - LocalField('name'), + LocalField('name', GraphQLString), TernaryConditional( ContextFieldExistence(child_location), ContextField(child_name_location, GraphQLString), @@ -201,7 +198,7 @@ def test_context_field_existence_lowering_in_filter(self): Filter( BinaryComposition( u'=', - LocalField('name'), + LocalField('name', GraphQLString), TernaryConditional( BinaryComposition( u'!=', @@ -250,10 +247,6 @@ def test_backtrack_block_lowering_simple(self): ] ir_sanity_checks.sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table) - location_types = construct_location_types({ - base_location: 'Animal', - child_location: 'Animal', - }) match_query = convert_to_match_query(ir_blocks) # The expected final query consists of two traversals: @@ -273,7 +266,7 @@ def test_backtrack_block_lowering_simple(self): ] expected_final_query = convert_to_match_query(expected_final_blocks) - final_query = ir_lowering_match.lower_backtrack_blocks(match_query, location_types) + final_query = ir_lowering_match.lower_backtrack_blocks(match_query, query_metadata_table) check_test_data(self, expected_final_query, final_query) def test_backtrack_block_lowering_revisiting_root(self): @@ -310,11 +303,6 @@ def test_backtrack_block_lowering_revisiting_root(self): ] ir_sanity_checks.sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table) - location_types = construct_location_types({ - base_location: 'Animal', - child_location_1: 'Animal', - child_location_2: 'Animal', - }) match_query = convert_to_match_query(ir_blocks) # The expected final query consists of three traversals: @@ -339,14 +327,13 @@ def test_backtrack_block_lowering_revisiting_root(self): ] expected_final_query = convert_to_match_query(expected_final_blocks) - final_query = ir_lowering_match.lower_backtrack_blocks(match_query, location_types) + final_query = ir_lowering_match.lower_backtrack_blocks(match_query, query_metadata_table) check_test_data(self, expected_final_query, final_query) def test_optional_backtrack_block_lowering(self): schema = get_schema() base_location = Location(('Animal',)) - base_location_revisited = base_location.revisit() base_name_location = base_location.navigate_to_field('name') child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') @@ -357,8 +344,7 @@ def test_optional_backtrack_block_lowering(self): query_metadata_table.register_location( child_location, LocationInfo(base_location, animal_graphql_type, None, 1, 0, False)) - query_metadata_table.register_location( - base_location_revisited, base_location_info) + base_location_revisited = query_metadata_table.revisit_location(base_location) ir_blocks = [ QueryRoot({'Animal'}), @@ -373,11 +359,6 @@ def test_optional_backtrack_block_lowering(self): ] ir_sanity_checks.sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table) - location_types = construct_location_types({ - base_location: 'Animal', - child_location: 'Animal', - base_location_revisited: 'Animal', - }) match_query = convert_to_match_query(ir_blocks) # The expected final query consists of two traversals: @@ -398,7 +379,7 @@ def test_optional_backtrack_block_lowering(self): ] expected_final_query = convert_to_match_query(expected_final_blocks) - final_query = ir_lowering_match.lower_backtrack_blocks(match_query, location_types) + final_query = ir_lowering_match.lower_backtrack_blocks(match_query, query_metadata_table) check_test_data(self, expected_final_query, final_query) def test_backtrack_lowering_with_optional_traverse_after_mandatory_traverse(self): @@ -408,8 +389,6 @@ def test_backtrack_lowering_with_optional_traverse_after_mandatory_traverse(self schema = get_schema() base_location = Location(('Animal',)) - revisited_base_location = base_location.revisit() - twice_revisited_base_location = revisited_base_location.revisit() species_location = base_location.navigate_to_subpath('out_Animal_OfSpecies') child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') @@ -418,10 +397,9 @@ def test_backtrack_lowering_with_optional_traverse_after_mandatory_traverse(self base_location_info = LocationInfo(None, animal_graphql_type, None, 0, 0, False) query_metadata_table = QueryMetadataTable(base_location, base_location_info) - query_metadata_table.register_location( - revisited_base_location, base_location_info) - query_metadata_table.register_location( - twice_revisited_base_location, base_location_info) + revisited_base_location = query_metadata_table.revisit_location(base_location) + twice_revisited_base_location = query_metadata_table.revisit_location( + revisited_base_location) query_metadata_table.register_location( species_location, LocationInfo(base_location, species_graphql_type, None, 0, 0, False)) @@ -447,13 +425,6 @@ def test_backtrack_lowering_with_optional_traverse_after_mandatory_traverse(self ] ir_sanity_checks.sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table) - location_types = construct_location_types({ - base_location: 'Animal', - child_location: 'Animal', - revisited_base_location: 'Animal', - twice_revisited_base_location: 'Animal', - species_location: 'Species', - }) match_query = convert_to_match_query(ir_blocks) # The expected final query consists of three traversals: @@ -481,7 +452,7 @@ def test_backtrack_lowering_with_optional_traverse_after_mandatory_traverse(self ] expected_final_query = convert_to_match_query(expected_final_blocks) - final_query = ir_lowering_match.lower_backtrack_blocks(match_query, location_types) + final_query = ir_lowering_match.lower_backtrack_blocks(match_query, query_metadata_table) check_test_data(self, expected_final_query, final_query) def test_unnecessary_traversal_elimination(self): @@ -501,9 +472,6 @@ def test_unnecessary_traversal_elimination(self): schema = get_schema() base_location = Location(('Animal',)) - revisited_base_location = base_location.revisit() - twice_revisited_base_location = revisited_base_location.revisit() - thrice_revisited_base_location = twice_revisited_base_location.revisit() child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') species_location = base_location.navigate_to_subpath('out_Animal_OfSpecies') event_location = base_location.navigate_to_subpath('out_Animal_FedAt') @@ -514,12 +482,11 @@ def test_unnecessary_traversal_elimination(self): base_location_info = LocationInfo(None, animal_graphql_type, None, 0, 0, False) query_metadata_table = QueryMetadataTable(base_location, base_location_info) - query_metadata_table.register_location( - revisited_base_location, base_location_info) - query_metadata_table.register_location( - twice_revisited_base_location, base_location_info) - query_metadata_table.register_location( - thrice_revisited_base_location, base_location_info) + revisited_base_location = query_metadata_table.revisit_location(base_location) + twice_revisited_base_location = query_metadata_table.revisit_location( + revisited_base_location) + thrice_revisited_base_location = query_metadata_table.revisit_location( + twice_revisited_base_location) query_metadata_table.register_location( child_location, LocationInfo(base_location, animal_graphql_type, None, 1, 0, False)) @@ -556,15 +523,6 @@ def test_unnecessary_traversal_elimination(self): ] ir_sanity_checks.sanity_check_ir_blocks_from_frontend(ir_blocks, query_metadata_table) - location_types = construct_location_types({ - base_location: 'Animal', - child_location: 'Animal', - revisited_base_location: 'Animal', - twice_revisited_base_location: 'Animal', - thrice_revisited_base_location: 'Animal', - species_location: 'Species', - event_location: 'Event', - }) match_query = convert_to_match_query(ir_blocks) # The expected final query consists of the three optional traversals. @@ -596,7 +554,7 @@ def test_unnecessary_traversal_elimination(self): ] expected_final_query = convert_to_match_query(expected_final_blocks) - temp_query = ir_lowering_match.lower_backtrack_blocks(match_query, location_types) + temp_query = ir_lowering_match.lower_backtrack_blocks(match_query, query_metadata_table) final_query = ir_lowering_match.truncate_repeated_single_step_traversals(temp_query) check_test_data(self, expected_final_query, final_query) @@ -616,21 +574,21 @@ def test_merge_consecutive_filter_clauses(self): Filter( BinaryComposition( u'<=', - LocalField(u'birthday'), + LocalField(u'birthday', GraphQLDate), Variable('$foo_birthday', GraphQLDate) ) ), Filter( BinaryComposition( u'=', - LocalField(u'name'), + LocalField(u'name', GraphQLString), Variable('$foo_name', GraphQLString) ) ), Filter( BinaryComposition( u'=', - LocalField(u'color'), + LocalField(u'color', GraphQLString), Variable('$foo_color', GraphQLString) ) ), @@ -651,18 +609,18 @@ def test_merge_consecutive_filter_clauses(self): u'&&', BinaryComposition( u'<=', - LocalField(u'birthday'), + LocalField(u'birthday', GraphQLDate), Variable('$foo_birthday', GraphQLDate) ), BinaryComposition( u'=', - LocalField(u'name'), + LocalField(u'name', GraphQLString), Variable('$foo_name', GraphQLString) ) ), BinaryComposition( u'=', - LocalField(u'color'), + LocalField(u'color', GraphQLString), Variable('$foo_color', GraphQLString) ) ) @@ -673,7 +631,7 @@ def test_merge_consecutive_filter_clauses(self): }) ] - final_blocks = ir_lowering_common.merge_consecutive_filter_clauses(ir_blocks) + final_blocks = merge_consecutive_filter_clauses(ir_blocks) check_test_data(self, expected_final_blocks, final_blocks) def test_binary_composition_inside_ternary_conditional(self): @@ -700,7 +658,7 @@ def test_binary_composition_inside_ternary_conditional(self): ), BinaryComposition( u'>=', - LocalField('event_date'), + LocalField('event_date', GraphQLDateTime), ContextField(other_parent_fed_at_tag, GraphQLDateTime) ), TrueLiteral @@ -729,7 +687,7 @@ def test_binary_composition_inside_ternary_conditional(self): TernaryConditional( BinaryComposition( u'>=', - LocalField('event_date'), + LocalField('event_date', GraphQLDateTime), ContextField(other_parent_fed_at_tag, GraphQLDateTime) ), TrueLiteral, @@ -760,7 +718,7 @@ def test_lower_has_substring_binary_compositions(self): BinaryComposition( u'has_substring', ContextField(parent_location.navigate_to_field('name'), GraphQLString), - LocalField('name') + LocalField('name', GraphQLString) ) ) ) @@ -781,7 +739,7 @@ def test_lower_has_substring_binary_compositions(self): Literal('%'), BinaryComposition( u'+', - LocalField('name'), + LocalField('name', GraphQLString), Literal('%') ) ) @@ -803,11 +761,11 @@ def test_between_lowering_inverted_inequalities(self): BinaryComposition( u'>=', Variable('$upper', GraphQLString), - LocalField('name'), + LocalField('name', GraphQLString), ), BinaryComposition( u'>=', - LocalField('name'), + LocalField('name', GraphQLString), Variable('$lower', GraphQLString) ) ) @@ -825,7 +783,7 @@ def test_between_lowering_inverted_inequalities(self): expected_final_filter_block = Filter( BetweenClause( - LocalField('name'), + LocalField('name', GraphQLString), Variable('$lower', GraphQLString), Variable('$upper', GraphQLString) ) @@ -864,7 +822,6 @@ def test_optional_traversal_edge_case(self): base_location = Location(('Animal',)) child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') child_fed_at_location = child_location.navigate_to_subpath('out_Animal_FedAt') - revisited_base_location = base_location.revisit() animal_graphql_type = schema.get_type('Animal') event_graphql_type = schema.get_type('Event') @@ -877,8 +834,7 @@ def test_optional_traversal_edge_case(self): query_metadata_table.register_location( child_fed_at_location, LocationInfo(child_location, event_graphql_type, None, 1, 0, False)) - query_metadata_table.register_location( - revisited_base_location, base_location_info) + revisited_base_location = query_metadata_table.revisit_location(base_location) ir_blocks = [ QueryRoot({'Animal'}), @@ -913,12 +869,15 @@ def test_optional_traversal_edge_case(self): u'||', BinaryComposition( u'=', - LocalField(u'out_Animal_ParentOf'), + LocalField(u'out_Animal_ParentOf', None), NullLiteral ), BinaryComposition( u'=', - UnaryTransformation(u'size', LocalField(u'out_Animal_ParentOf')), + UnaryTransformation( + u'size', + LocalField(u'out_Animal_ParentOf', None) + ), ZeroLiteral ) ) @@ -974,7 +933,6 @@ def test_context_field_existence_lowering(self): schema = get_schema() base_location = Location(('Animal',)) - revisited_base_location = base_location.revisit() child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') child_name_location = child_location.navigate_to_field('name') @@ -985,8 +943,7 @@ def test_context_field_existence_lowering(self): query_metadata_table.register_location( child_location, LocationInfo(base_location, animal_graphql_type, None, 1, 0, False)) - query_metadata_table.register_location( - revisited_base_location, base_location_info) + revisited_base_location = query_metadata_table.revisit_location(base_location) ir_blocks = [ QueryRoot({'Animal'}), diff --git a/graphql_compiler/tests/test_schema_generation.py b/graphql_compiler/tests/test_schema_generation.py index dec566282..678dc2afa 100644 --- a/graphql_compiler/tests/test_schema_generation.py +++ b/graphql_compiler/tests/test_schema_generation.py @@ -2,7 +2,8 @@ import unittest from frozendict import frozendict -from graphql.type import GraphQLList, GraphQLObjectType, GraphQLString +from graphql.type import GraphQLInterfaceType, GraphQLList, GraphQLObjectType, GraphQLString +import pytest import six from .. import get_graphql_schema_from_orientdb_schema_data @@ -14,25 +15,25 @@ ) -BASE_VERTEX_SCHEMA_DATA = frozendict({ +BASE_VERTEX = frozendict({ 'name': ORIENTDB_BASE_VERTEX_CLASS_NAME, 'abstract': False, 'properties': [] }) -BASE_EDGE_SCHEMA_DATA = frozendict({ +BASE_EDGE = frozendict({ 'name': ORIENTDB_BASE_EDGE_CLASS_NAME, 'abstract': False, 'properties': [] }) -EXTERNAL_SOURCE_SCHEMA_DATA = frozendict({ +EXTERNAL_SOURCE = frozendict({ 'name': 'ExternalSource', 'abstract': False, 'properties': [] }) -ENTITY_SCHEMA_DATA = frozendict({ +ENTITY = frozendict({ 'name': 'Entity', 'abstract': True, 'superClasses': [ORIENTDB_BASE_VERTEX_CLASS_NAME], @@ -44,7 +45,7 @@ ] }) -PERSON_SCHEMA_DATA = frozendict({ +PERSON = frozendict({ 'name': 'Person', 'abstract': False, 'superClass': 'Entity', @@ -58,7 +59,7 @@ ], }) -BABY_SCHEMA_DATA = frozendict({ +BABY = frozendict({ 'name': 'Baby', 'abstract': False, 'superClass': 'Person', @@ -66,7 +67,7 @@ }) -DATA_POINT_SCHEMA_DATA = frozendict({ +DATA_POINT = frozendict({ 'name': 'DataPoint', 'abstract': True, 'properties': [ @@ -80,7 +81,7 @@ 'superClass': 'V', }) -PERSON_LIVES_IN_EDGE_SCHEMA_DATA = frozendict({ +PERSON_LIVES_IN_EDGE = frozendict({ 'name': 'Person_LivesIn', 'abstract': False, 'customFields': { @@ -103,7 +104,7 @@ }) -BABY_LIVES_IN_EDGE_SCHEMA_DATA = frozendict({ +BABY_LIVES_IN_EDGE = frozendict({ 'name': 'Baby_LivesIn', 'abstract': False, 'properties': [ @@ -121,7 +122,7 @@ 'superClass': 'Person_LivesIn', }) -LOCATION_SCHEMA_DATA = frozendict({ +LOCATION = frozendict({ 'name': 'Location', 'abstract': False, 'superClasses': ['Entity'], @@ -133,88 +134,194 @@ ] }) +CLASS_WITH_INVALID_PROPERTY_NAME = frozendict({ + 'name': 'ClassWithInvalidPropertyName', + 'abstract': False, + 'superClasses': [ORIENTDB_BASE_VERTEX_CLASS_NAME], + 'properties': [ + { + 'name': '$invalid_name', + 'type': PROPERTY_TYPE_STRING_ID + } + ], +}) + +# We add arbitrary properties to the following classes to make the data as "real" as possible. +ABSTRACT_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS = frozendict({ + 'name': 'AbstractNonGraphClassWithNonVertexConcreteSubclass', + 'abstract': True, + 'superClasses': [], + 'properties': [ + { + 'name': 'arbitrary_property_1', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +ABSTRACT_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES = frozendict({ + 'name': 'AbstractNonGraphClassWithOnlyVertexConcreteSubclasses', + 'abstract': True, + 'superClasses': [], + 'properties': [ + { + 'name': 'arbitrary_property_2', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +CONCRETE_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS = frozendict({ + 'name': 'ConcreteNonGraphClassWithNonVertexConcreteSubclass', + 'abstract': False, + 'superClasses': [], + 'properties': [ + { + 'name': 'arbitrary_property_3', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +CONCRETE_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES = frozendict({ + 'name': 'ConcreteNonGraphClassWithOnlyVertexConcreteSubclasses', + 'abstract': False, + 'superClasses': [], + 'properties': [ + { + 'name': 'arbitrary_property_4', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +ABSTRACT_NON_GRAPH_CLASS_WITH_NO_SUBCLASSES = frozendict({ + 'name': 'AbstractNonGraphClassWithNoSubclasses', + 'abstract': True, + 'superClasses': [], + 'properties': [ + { + 'name': 'arbitrary_property_5', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +ARBITRARY_CONCRETE_VERTEX_CLASS = frozendict({ + 'name': 'ArbitraryConcreteVertexClass', + 'abstract': False, + 'superClasses': [ + ORIENTDB_BASE_VERTEX_CLASS_NAME, + ABSTRACT_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS['name'], + ABSTRACT_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES['name'], + CONCRETE_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS['name'], + CONCRETE_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES['name'], + ], + 'properties': [ + { + 'name': 'arbitrary_property_6', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + +ARBITRARY_CONCRETE_NON_GRAPH_CLASS = frozendict({ + 'name': 'ArbitraryConcreteNonGraphClass', + 'abstract': False, + 'superClasses': [ + ABSTRACT_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS['name'], + CONCRETE_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS['name'], + ], + 'properties': [ + { + 'name': 'arbitrary_property_7', + 'type': PROPERTY_TYPE_STRING_ID, + } + ], +}) + class GraphqlSchemaGenerationTests(unittest.TestCase): def test_parsed_vertex(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, + BASE_VERTEX, + ENTITY, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertTrue(schema_graph.get_element_by_class_name('Entity').is_vertex) def test_parsed_edge(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BASE_VERTEX, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertTrue(schema_graph.get_element_by_class_name('Person_LivesIn').is_edge) def test_parsed_non_graph_class(self): - schema_data = [EXTERNAL_SOURCE_SCHEMA_DATA] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_data = [EXTERNAL_SOURCE] + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertTrue(schema_graph.get_element_by_class_name('ExternalSource').is_non_graph) def test_no_superclass(self): - schema_data = [BASE_VERTEX_SCHEMA_DATA] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_data = [BASE_VERTEX] + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertEqual({ORIENTDB_BASE_VERTEX_CLASS_NAME}, schema_graph.get_superclass_set(ORIENTDB_BASE_VERTEX_CLASS_NAME)) def test_parsed_superclass_field(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BASE_VERTEX, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertEqual({'Person_LivesIn', ORIENTDB_BASE_EDGE_CLASS_NAME}, schema_graph.get_superclass_set('Person_LivesIn')) def test_parsed_superclasses_field(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, + BASE_VERTEX, + ENTITY, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) self.assertEqual({'Entity', ORIENTDB_BASE_VERTEX_CLASS_NAME}, schema_graph.get_superclass_set('Entity')) def test_parsed_property(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, + BASE_VERTEX, + ENTITY, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) name_property = schema_graph.get_element_by_class_name('Entity').properties['name'] self.assertTrue(name_property.type.is_same_type(GraphQLString)) def test_native_orientdb_collection_property(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_VERTEX, + ENTITY, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) alias_property = schema_graph.get_element_by_class_name('Person').properties['alias'] self.assertTrue(alias_property.type.is_same_type(GraphQLList(GraphQLString))) self.assertEqual(alias_property.default, set()) def test_class_collection_property(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - DATA_POINT_SCHEMA_DATA, - EXTERNAL_SOURCE_SCHEMA_DATA, + BASE_VERTEX, + DATA_POINT, + EXTERNAL_SOURCE, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) friends_property = schema_graph.get_element_by_class_name('DataPoint').properties[ 'data_source'] self.assertTrue(friends_property.type.is_same_type( @@ -223,46 +330,46 @@ def test_class_collection_property(self): def test_link_parsing(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BASE_VERTEX, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) person_lives_in_edge = schema_graph.get_element_by_class_name('Person_LivesIn') self.assertEqual(person_lives_in_edge.base_in_connection, 'Person') self.assertEqual(person_lives_in_edge.base_out_connection, 'Location') def test_parsed_class_fields(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BASE_VERTEX, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) person_lives_in_edge = schema_graph.get_element_by_class_name('Person_LivesIn') - self.assertEqual(PERSON_LIVES_IN_EDGE_SCHEMA_DATA['customFields'], + self.assertEqual(PERSON_LIVES_IN_EDGE['customFields'], person_lives_in_edge.class_fields) def test_type_equivalence_dicts(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - BABY_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BASE_VERTEX, + BABY, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] schema, type_equivalence_dicts = get_graphql_schema_from_orientdb_schema_data(schema_data) # Sanity check - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) person_subclass_set = schema_graph.get_subclass_set('Person') self.assertIsNotNone(schema.get_type(_get_union_type_name(person_subclass_set))) @@ -291,32 +398,74 @@ def test_type_equivalence_dicts(self): def test_filter_type_equivalences_with_no_edges(self): schema_data = [ - BASE_VERTEX_SCHEMA_DATA, - BABY_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_VERTEX, + BABY, + ENTITY, + PERSON, ] schema, type_equivalence_dicts = get_graphql_schema_from_orientdb_schema_data(schema_data) # Since there is not ingoing edge to Person, we filter the Person_Baby union # from the type equivalence dict since it is not discoverable by the GraphQL Schema. self.assertEqual(0, len(type_equivalence_dicts)) # Sanity check - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) person_subclass_set = schema_graph.get_subclass_set('Person') self.assertIsNone(schema.get_type(_get_union_type_name(person_subclass_set))) def test_edge_inheritance(self): schema_data = [ - BASE_EDGE_SCHEMA_DATA, - BABY_LIVES_IN_EDGE_SCHEMA_DATA, - BASE_VERTEX_SCHEMA_DATA, - BABY_SCHEMA_DATA, - ENTITY_SCHEMA_DATA, - LOCATION_SCHEMA_DATA, - PERSON_LIVES_IN_EDGE_SCHEMA_DATA, - PERSON_SCHEMA_DATA, + BASE_EDGE, + BABY_LIVES_IN_EDGE, + BASE_VERTEX, + BABY, + ENTITY, + LOCATION, + PERSON_LIVES_IN_EDGE, + PERSON, ] - schema_graph = get_orientdb_schema_graph(schema_data) + schema_graph = get_orientdb_schema_graph(schema_data, []) baby_lives_in_edge = schema_graph.get_element_by_class_name('Baby_LivesIn') self.assertEqual('Baby', baby_lives_in_edge.base_in_connection) + + def test_ignore_properties_with_invalid_name_warning(self): + schema_data = [ + BASE_VERTEX, + CLASS_WITH_INVALID_PROPERTY_NAME, + ] + + with pytest.warns(UserWarning): + get_graphql_schema_from_orientdb_schema_data(schema_data) + + def test_include_non_graph_classes_in_graphql_schema(self): + non_graph_classes_to_include = [ + ABSTRACT_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES, + ] + + non_graph_classes_to_ignore = [ + ABSTRACT_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS, + ABSTRACT_NON_GRAPH_CLASS_WITH_NO_SUBCLASSES, + CONCRETE_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES, + CONCRETE_NON_GRAPH_CLASS_WITH_NON_VERTEX_CONCRETE_SUBCLASS, + ARBITRARY_CONCRETE_NON_GRAPH_CLASS, + ] + + vertex_clases = [ + ARBITRARY_CONCRETE_VERTEX_CLASS, + BASE_VERTEX, + ] + + schema_data = non_graph_classes_to_include + non_graph_classes_to_ignore + vertex_clases + + names_of_non_graph_classes_to_ignore = { + non_graph_class['name'] + for non_graph_class in non_graph_classes_to_ignore + } + + graphql_schema, _ = get_graphql_schema_from_orientdb_schema_data(schema_data) + for name in six.iterkeys(graphql_schema.get_type_map()): + self.assertNotIn(name, names_of_non_graph_classes_to_ignore) + + non_graph_class_type = graphql_schema.get_type( + ABSTRACT_NON_GRAPH_CLASS_WITH_ONLY_VERTEX_CONCRETE_SUBCLASSES['name']) + self.assertTrue(isinstance(non_graph_class_type, GraphQLInterfaceType)) From 89894926255722e598909d114199146a8d178fb0 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Wed, 12 Jun 2019 17:40:22 -0400 Subject: [PATCH 68/91] Make sure the tag is not reordered afer the filter (#322) * Make sure the tag is not reordered afer the filter * Expand macro preserving order of vertex fields * Add sanity check and simplify condition * Add error context --- graphql_compiler/macros/macro_expansion.py | 51 +++++++++++-------- graphql_compiler/tests/test_helpers.py | 17 +++++++ .../tests/test_macro_expansion.py | 41 ++++++++++++++- 3 files changed, 87 insertions(+), 22 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 590bb9d4b..998c31be2 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -200,19 +200,28 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= subclass_sets: optional dict mapping class names to the set of its subclass names Returns: - (replacement selection AST, list of extra selections that need to be added and merged) - The first value of the tuple is a replacement + tuple of: + - replacement_selection_ast: GraphQL AST object to replace the given selection_ast + - selections_before: list of GraphQL AST objects, the selections to be added somewhere + before the replacement_selection_ast. + - selections_after: list of GraphQL AST objects, the selections to be added somewhere + after the replacement_selection_ast. Since the replacemet_selection_ast is a vertex + field, and vertex fields always go after property fields, these selections are all + vertex fields. """ replacement_selection_ast = None - extra_selections = [] + selections_before = [] + selections_after = [] - # TODO(bojanserafimov): Rename macro tags if conflicting with user-defined tag names. # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. for macro_selection in macro_ast.selection_set.selections: new_ast, target_ast = find_target_and_copy_path_to_it(macro_selection) if target_ast is None: - extra_selections.append(macro_selection) + if replacement_selection_ast is None: + selections_before.append(macro_selection) + else: + selections_after.append(macro_selection) else: if replacement_selection_ast is not None: raise AssertionError(u'Found multiple @macro_edge_target directives. {}' @@ -226,7 +235,7 @@ def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets= raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' .format(macro_ast)) - return replacement_selection_ast, extra_selections + return replacement_selection_ast, selections_before, selections_after def _check_that_expansion_directives_are_supported(macro_edge_field): @@ -276,13 +285,13 @@ class name -> (macro edge name -> MacroEdgeDescriptor) macro_edges_at_this_type = inherited_macro_edges.get(current_schema_type.name, dict()) made_changes = False - new_selections = [] + new_selection_set = None new_query_args = query_args - extra_selection_set = None - for selection_ast in ast.selection_set.selections: new_selection_ast = selection_ast + selections_before = [] # Selections from macro expansion to be added before this selection + selections_after = [] # Selections from macro expansion to be added after this selection if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) @@ -304,11 +313,9 @@ class name -> (macro edge name -> MacroEdgeDescriptor) sanitized_macro_ast = replace_tag_names( name_change_map, macro_edge_descriptor.expansion_ast) - new_selection_ast, extra_selections = _expand_specific_macro_edge( - schema, sanitized_macro_ast, selection_ast, subclass_sets=subclass_sets) - extra_selection_set = _merge_selection_sets( - SelectionSet(extra_selections), extra_selection_set) - + new_selection_ast, selections_before, selections_after = ( + _expand_specific_macro_edge(schema, sanitized_macro_ast, selection_ast, + subclass_sets=subclass_sets)) new_query_args = _merge_non_overlapping_dicts( new_query_args, macro_edge_descriptor.macro_args) @@ -324,18 +331,22 @@ class name -> (macro edge name -> MacroEdgeDescriptor) macro_registry, inherited_macro_edges, vertex_field_type, new_selection_ast, new_query_args, tag_names) + if new_selection_ast is selection_ast and (selections_before or selections_after): + raise AssertionError(u'No macro expansion happened but there are selections ' + u'to expand before and after the current selection {} {}.' + u'current_schema_type: {}, ast: {}, field_name: {}' + .format(selections_before, selections_after, + current_schema_type, ast, field_name)) + if new_selection_ast is not selection_ast: made_changes = True - new_selections.append(new_selection_ast) - - if extra_selection_set is not None: - made_changes = True + new_selection_set = _merge_selection_sets(new_selection_set, SelectionSet( + selections_before + [new_selection_ast] + selections_after)) if made_changes: result_ast = copy(ast) - result_ast.selection_set = _merge_selection_sets( - extra_selection_set, SelectionSet(new_selections)) + result_ast.selection_set = new_selection_set else: result_ast = ast diff --git a/graphql_compiler/tests/test_helpers.py b/graphql_compiler/tests/test_helpers.py index f4f1a0803..39b3bf014 100644 --- a/graphql_compiler/tests/test_helpers.py +++ b/graphql_compiler/tests/test_helpers.py @@ -267,6 +267,23 @@ } } }''', {}), + # The same as out_AnimalRichYoungerSiblings, but with a filter after the target. + ('''{ + Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings_2") { + net_worth @tag(tag_name: "net_worth") + in_Animal_ParentOf { + out_Animal_ParentOf @macro_edge_target { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + } + } + out_Animal_BornAt { + event_date @filter(op_name: ">", value: ["%birthday"]) + } + } + }''', {}), ('''{ Animal @macro_edge_definition(name: "out_Animal_RelatedFood") { in_Entity_Related { diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 47f433baf..8521cde1f 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -118,9 +118,9 @@ def test_macro_edge_source_merging(self): expected_query = '''{ Animal { - net_worth @tag(tag_name: "net_worth") - @filter(op_name: "<", value: ["$net_worth_upper_bound"]) + net_worth @filter(op_name: "<", value: ["$net_worth_upper_bound"]) @output(out_name: "net_worth") + @tag(tag_name: "net_worth") out_Animal_BornAt { event_date @tag(tag_name: "birthday") } @@ -142,6 +142,43 @@ def test_macro_edge_source_merging(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) + def test_macro_edge_tag_filter_order(self): + # Tags should appear before filters. Test that this is not violated during expansion. + query = '''{ + Animal { + out_Animal_RichYoungerSiblings_2 { + uuid + } + } + }''' + args = { + 'net_worth_upper_bound': 5, + } + + expected_query = '''{ + Animal { + net_worth @tag(tag_name: "net_worth") + in_Animal_ParentOf { + out_Animal_ParentOf { + net_worth @filter(op_name: ">", value: ["%net_worth"]) + out_Animal_BornAt { + event_date @tag(tag_name: "birthday") + } + } + } + out_Animal_BornAt { + event_date @filter(op_name: ">", value: ["%birthday"]) + } + } + }''' + expected_args = { + 'net_worth_upper_bound': 5, + } + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + def test_macro_edge_target_coercion_0(self): query = '''{ Animal { From ca64318ab7405ba3ae7f7c512b8983252a69d94a Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Fri, 14 Jun 2019 11:14:35 -0400 Subject: [PATCH 69/91] Merge master into macro system (#355) * Allow list types in RootSchemaQuery (#284) * Allow list types in RootSchemaQuery * Use list types in schema generation * Document common Docker Compose issue (#304) * Document common Docker Compose issue * Combine troubleshooting tips for MySQL/PostgreSQL * Add inheritance structure tuple (#301) * Added inheritance structure tuple * Fixed linter errors * Nit * Nits * Added missing class to comment example: * Move element linking to SchemaGraph (#308) * Add indexes (#312) * Added indexes to the SchemaGraph * Add additional index methods and remove type field * Nits * Nits * More nits * More nits * Changed all_indexes to indexes * Revert "Changed all_indexes to indexes" This reverts commit 44ffd0029660923258e2d8dc07ae778836b8d4f9. * Nit * Addressed code review comments * Prohibit null value ignoring for edge indexes * Fix typo * Stop overriding ignore_nulls for edge indexes to true * Fix typo * Refactor inheritance structure constructor (#314) * Add immediate superclasses dict * Make toposorting not use OrientDB constructs. * Refactored InheritanceStructure constructor * Move inheritance structure class and related methods * Fixed docstring * Added documentation for InheritanceStructure class * Nits * Return validation to its original place * Fix terminology * More nits * More nits * More nits * Re-add list coercion * Add indexes to test SchemaGraph (#315) * Add indexes to test SchemaGraph * Changed sets arguments to lists and remove is None check * Add output info to query metadata (#311) * Add output info to query metadata * Update explain info tests * Add output tests to explain_info * Remove context output * Add docstring metadata outputs property * Use query_metadta_table variable and name * Replace more names with query_metadata_table * Remove fold from OutputInfo * Change set input for list input (#318) * Fix index documentation (#321) * Fix index documentation * Nit * Refactor and clean up IR lowering code. Add common IR lowering module. (#324) * Refactor and clean up IR lowering code. Add common IR lowering operations module. * Delint. * Improve expression comment around null values. * Add defensive strip_non_null_from_type() call. * Find bug in match backend * Add a SchemaGraph section in the README.md (#326) * Add SchemaGraph documentation in the README.md file * Add SchemaGraph documentation in the README.md file * Nits * Nits * Nits * Nits * Fix heading sizes * Added SchemaGraph introduction * Simplify SchemaGraph section * Fix hyperlink to SchemaGraph section * Nits * Add index disclaimer * Nit * Ask question in comment * Improve getting started documentation (#323) * Improving schema autogeneration documentation * Fix README.md example * Nits * Fix typo * Fix step number * Revert testing config changes * Fix end-to-end example * Shorten README.md * Nit * Remove boilerplate database startup code * Fix typo * Communicate assumptions through code * Nits * Remove getting started section * Record the GraphQL type of LocalField expressions. Required to make progress on Cypher backend, since a lowering step there converts LocalField expressions into ContextField expressions. Prior to this commit, ContextField expressions include the GraphQL type of the field, whereas LocalField expressions do not, making that lowering step impossible to implement. * Delint. * Ignore properties with invalid names * Document MySQL installation issue * Update docstring. * Refactor graph_client to snapshot_graph_client for code clarity (#343) * Implement fix * Simplify integration test * Lint * Remove comment * Add comment * Resolve merge conflict * Delete references to non-existent non-graph interfaces * Address comments * Query cardinality estimation (#345) * Add query cost estimation (#317) * Add basic cost estimation * Add basic cost estimation tests * Add basic filter estimation tests * Add TODO for test SchemaGraph * Add more filter tests * Fix lint * Refactor cardinality estimation * Add filter selectivity tests * Add in_collection support to cardinality estimator * Document assumption for in_collection estimation * Add copyright line * Address comments * Delint * Change directory of test_cost_estimation to snapshot_tests * Delint * Revert merge * Reflect graph_client to snapshot_graph_client refactor from merge with master * Use INBOUND_EDGE_DIRECTION instead of EDGE_DESTINATION... * Nit * Merge OSX and Ubuntu MySQL sections * Nit * Address comments * Add not-contains filter operator (#349) * Create not-in-collection tests * Fix typos * Add gremlin query strings * Fix test cases for negation * Implement not-contains filter * Fix MATCH not-contains syntax * Add not-contains snapshot tests * Wrap all MATCH expressions in parentheses * Fix formatting nits * Relax tag filter constraint (#351) * Use TagInfo instead of context['tags'] * Add test for out of order tag and filter * Process tags before filters * Update readme * Add docstring * Fix comment * Remove initialization of context['tags'] * Not in collection filter (#350) * Create not-in-collection filter unit tests * Create not-in-collection filter snapshot tests * Implement not-in-collection filter * Make linter happy * nit --- graphql_compiler/compiler/filters.py | 40 +++++ .../compiler/ir_lowering_sql/constants.py | 1 + .../snap_test_orientdb_match_query.py | 152 +++++++++--------- .../test_orientdb_match_query.py | 47 ++++++ graphql_compiler/tests/test_compiler.py | 124 ++++++++++++++ graphql_compiler/tests/test_input_data.py | 67 ++++++++ graphql_compiler/tests/test_ir_generation.py | 116 +++++++++++++ 7 files changed, 474 insertions(+), 73 deletions(-) diff --git a/graphql_compiler/compiler/filters.py b/graphql_compiler/compiler/filters.py index 3de4404cb..984a36b31 100644 --- a/graphql_compiler/compiler/filters.py +++ b/graphql_compiler/compiler/filters.py @@ -453,6 +453,44 @@ def _process_in_collection_filter_directive(filter_operation_info, location, con return blocks.Filter(filter_predicate) +@scalar_leaf_only(u'not_in_collection') +@takes_parameters(1) +def _process_not_in_collection_filter_directive(filter_operation_info, location, context, + parameters): + """Return a Filter basic block that checks for a value's non-existence in a collection. + + Args: + filter_operation_info: FilterOperationInfo object, containing the directive and field info + of the field where the filter is to be applied. + location: Location where this filter is used. + context: dict, various per-compilation data (e.g. declared tags, whether the current block + is optional, etc.). May be mutated in-place in this function! + parameters: list of 1 element, specifying the collection in which the value must exist; + if the collection is optional and missing, the check will return True. + + Returns: + a Filter basic block that performs the collection existence check + """ + filtered_field_type = filter_operation_info.field_type + filtered_field_name = filter_operation_info.field_name + + argument_inferred_type = GraphQLList(strip_non_null_from_type(filtered_field_type)) + argument_expression, non_existence_expression = _represent_argument( + location, context, parameters[0], argument_inferred_type) + + filter_predicate = expressions.BinaryComposition( + u'not_contains', + argument_expression, + expressions.LocalField(filtered_field_name, filtered_field_type)) + if non_existence_expression is not None: + # The argument comes from an optional block and might not exist, + # in which case the filter expression should evaluate to True. + filter_predicate = expressions.BinaryComposition( + u'||', non_existence_expression, filter_predicate) + + return blocks.Filter(filter_predicate) + + @scalar_leaf_only(u'has_substring') @takes_parameters(1) def _process_has_substring_filter_directive(filter_operation_info, location, context, parameters): @@ -642,6 +680,7 @@ def _get_filter_op_name_and_values(directive): PROPERTY_FIELD_OPERATORS = COMPARISON_OPERATORS | frozenset({ u'between', u'in_collection', + u'not_in_collection', u'contains', u'not_contains', u'intersects', @@ -697,6 +736,7 @@ def process_filter_directive(filter_operation_info, location, context): u'name_or_alias': _process_name_or_alias_filter_directive, u'between': _process_between_filter_directive, u'in_collection': _process_in_collection_filter_directive, + u'not_in_collection': _process_not_in_collection_filter_directive, u'has_substring': _process_has_substring_filter_directive, u'contains': _process_contains_filter_directive, u'not_contains': _process_not_contains_filter_directive, diff --git a/graphql_compiler/compiler/ir_lowering_sql/constants.py b/graphql_compiler/compiler/ir_lowering_sql/constants.py index 890e3e150..c0f548a03 100644 --- a/graphql_compiler/compiler/ir_lowering_sql/constants.py +++ b/graphql_compiler/compiler/ir_lowering_sql/constants.py @@ -45,6 +45,7 @@ # Column('column_name') == BindParameter('variable_name') SUPPORTED_OPERATORS = { u'contains': Operator(u'in_', CARDINALITY_LIST_VALUED), + u'not_contains': Operator(u'notin_', CARDINALITY_LIST_VALUED), u'&&': Operator(u'and_', CARDINALITY_BINARY), u'||': Operator(u'or_', CARDINALITY_BINARY), u'=': Operator(u'__eq__', CARDINALITY_UNARY), diff --git a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py index 6838830e7..96f371761 100644 --- a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py @@ -7,152 +7,158 @@ snapshots = Snapshot() -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_and_filter_with_tag 1'] = frozenset({(frozenset({('origin', 'Hippogriff__(1_11_13_2)'), ('related_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('related_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('origin', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('related_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('origin', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('origin', 'Nazgul__6'), ('related_name', 'Nazgul__6')}), 1), (frozenset({('origin', 'Hippogriff__14'), ('related_name', 'Hippogriff__14')}), 1), (frozenset({('origin', 'Dragon__14'), ('related_name', 'Dragon__14')}), 1), (frozenset({('origin', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('related_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('origin', 'Hippogriff__10'), ('related_name', 'Hippogriff__10')}), 1), (frozenset({('related_name', 'Nazgul__(1_17_2_7)'), ('origin', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('origin', 'Dragon__18'), ('related_name', 'Dragon__18')}), 1), (frozenset({('related_name', 'Dragon__16'), ('origin', 'Dragon__16')}), 1), (frozenset({('origin', 'Hippogriff__4'), ('related_name', 'Hippogriff__4')}), 1), (frozenset({('related_name', 'Hippogriff__2'), ('origin', 'Hippogriff__2')}), 1), (frozenset({('related_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('origin', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('origin', 'Pteranodon__3'), ('related_name', 'Pteranodon__3')}), 1), (frozenset({('related_name', 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'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Hippogriff')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', ('Pteranodon', 'Nazgul', 'Pteranodon', 'Hippogriff', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Hippogriff__17'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('related_animal_species', ('Dragon',))}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__9')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Dragon')), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('related_animal_species', ('Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__3')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__5')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('related_animal_species', ('Nazgul',)), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__4'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Dragon', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__16'), ('related_animal_species', ('Dragon', 'Nazgul', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('related_animal_species', ('Nazgul',))}), 1), (frozenset({('animal_name', 'Hippogriff__6'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('related_animal_species', ('Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Hippogriff', 'Pteranodon', 'Pteranodon', 'Dragon')), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Hippogriff__5'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('related_animal_species', ('Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Nazgul', 'Pteranodon', 'Dragon', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Nazgul__0'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('related_animal_species', ('Nazgul', 'Hippogriff', 'Nazgul', 'Pteranodon', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', ('Hippogriff', 'Pteranodon', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('related_animal_species', ('Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)'), ('related_animal_species', ())}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Nazgul__18'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Pteranodon__9'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Nazgul__17'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__13')}), 9), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__19')}), 5), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__12'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__19')}), 5), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__16'), ('related_animal_species', 'Hippogriff')}), 7), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__9')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__15')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__6')}), 4), (frozenset({('animal_name', 'Pteranodon__6'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__11'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Hippogriff')}), 5), (frozenset({('animal_name', 'Nazgul__0'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__4'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 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'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Pteranodon')}), 9), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('animal_name', 'Pteranodon__18'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__2'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__10')}), 3), (frozenset({('animal_name', 'Nazgul__13'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 5), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__2')}), 6), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__3')}), 2), (frozenset({('animal_name', 'Pteranodon__13'), ('related_animal_species', 'Pteranodon')}), 6), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__16')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__4'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__18'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__14')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Pteranodon')}), 8), (frozenset({('animal_name', 'Pteranodon__7'), ('related_animal_species', 'Pteranodon')}), 3), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__13'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('related_animal_species', 'Nazgul')}), 7), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__0'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Dragon__7'), ('related_animal_species', 'Dragon')}), 6), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__11')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__4'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__12'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Pteranodon__11'), ('related_animal_species', 'Pteranodon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__1')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 5), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__11'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__3')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__12')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)'), ('related_animal_species', 'Dragon')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Pteranodon')}), 9), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('related_animal_species', 'Nazgul')}), 8), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__1')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Nazgul__17'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('related_animal_species', 'Nazgul'), 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(frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Dragon__11'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__7')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__0')}), 2), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Dragon'), 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(frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__12')}), 5), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__10')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 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('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(1_12_18_9)')}), 7), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__15'), ('related_animal_species', 'Pteranodon')}), 6), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__1')}), 6), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__9')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__14')}), 7), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__16')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__13'), ('related_animal_species', 'Pteranodon')}), 6), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__0')}), 6), (frozenset({('animal_name', 'Dragon__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('animal_name', 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'Dragon'), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__8')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Dragon__5'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__19')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__13')}), 9)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_union_within_fold_scope 1'] = frozenset({(frozenset({('birth_events', ()), ('name', 'Nazgul__17')}), 1), (frozenset({('name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('birth_events', ())}), 1), (frozenset({('name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)'), ('birth_events', ())}), 1), (frozenset({('name', 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('birth_events', ())}), 1), (frozenset({('name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('birth_events', ())}), 1), (frozenset({('name', 'Nazgul__16'), ('birth_events', ())}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('birth_events', ())}), 1), (frozenset({('name', 'Hippogriff__0'), ('birth_events', ())}), 1), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('birth_events', ())}), 1), (frozenset({('name', 'Pteranodon__12'), ('birth_events', ())}), 1), (frozenset({('birth_events', ()), ('name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('name', 'Nazgul__18'), ('birth_events', ())}), 1), (frozenset({('name', 'Pteranodon__7'), ('birth_events', ())}), 1), (frozenset({('name', 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frozenset({(frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 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'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Hippogriff__12')}), 4), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Dragon__3')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 5), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 3), (frozenset({('animal_name', 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'Hippogriff__((0_12_15_17)_10_6_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 5), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 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(frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('parent_name', 'Hippogriff__16')}), 1), (frozenset({('parent_name', 'Dragon__19')}), 1), (frozenset({('parent_name', 'Dragon__16')}), 1), (frozenset({('parent_name', 'Hippogriff__1')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__19')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 4), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 2), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 4), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), 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'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_immediate_output 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 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(frozenset({('net_worth', '600.44000000000005456968210637569427490234375'), ('birthday', '2009-07-02')}), 1), (frozenset({('net_worth', '797.8700000000000045474735088646411895751953125'), ('birthday', '2015-06-27')}), 1), (frozenset({('net_worth', '44'), ('birthday', '2018-05-03')}), 1), (frozenset({('birthday', '2001-04-02'), ('net_worth', '315.1499999999999772626324556767940521240234375')}), 1), (frozenset({('net_worth', '44.27000000000000312638803734444081783294677734375'), ('birthday', '2002-06-07')}), 1), (frozenset({('net_worth', '69.0100000000000051159076974727213382720947265625'), ('birthday', '2015-07-19')}), 1), (frozenset({('net_worth', '250.849999999999994315658113919198513031005859375'), ('birthday', '2017-08-03')}), 1), (frozenset({('net_worth', '91.31999999999999317878973670303821563720703125'), ('birthday', '2012-11-07')}), 1), (frozenset({('birthday', '2001-03-28'), ('net_worth', '593.9600000000000363797880709171295166015625')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_in_collection_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), 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(frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_in_collection_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_in_collection_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 2), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 2), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 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2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 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'Pteranodon__(10_11_13_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 6), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 10), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 11), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 11), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 7), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 5), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 5), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 5)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 9), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 5), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 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'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 3), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 3)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 3), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('animal_name', 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'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 3), (frozenset({('animal_name', 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'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 24), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 16), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 36), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 12), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 16), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 8), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 24), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 16), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 8), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 16), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 8), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 12), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 8), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 12), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 12), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 8), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 8), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 16), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 8), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 32), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 12), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 8), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 8), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 8), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 12), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 12), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 24), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 20), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 12), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 8), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 12), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 8), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 16), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 16), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 16), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 8), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 12), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 16), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 24), (frozenset({('animal_name', 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'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 3), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 4), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 3), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 5), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Dragon__13')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Hippogriff__15')}), 3), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 2), (frozenset({('animal_name', 'Dragon__7')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 6), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 5), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 3), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 3), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__12')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__13')}), 5), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__10')}), 7), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Hippogriff__10')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__12')}), 4), (frozenset({('animal_name', 'Pteranodon__19')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__10')}), 7), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 4), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 6), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Hippogriff__18')}), 3), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 3), (frozenset({('animal_name', 'Nazgul__14')}), 2), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__15')}), 2), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__13')}), 5), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 3), (frozenset({('animal_name', 'Hippogriff__16')}), 2), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Nazgul__18'), ('spouse_and_self_name', 'Nazgul__6'), ('child_name', 'Nazgul__(18_19_2_6)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('animal_name', 'Nazgul__(11_12_14_16)'), ('spouse_and_self_name', 'Nazgul__(11_12_14_16)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)'), ('spouse_and_self_name', 'Pteranodon__(10_13_14_9)'), ('animal_name', 'Pteranodon__7')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__12'), ('spouse_and_self_name', 'Hippogriff__9'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__5'), ('animal_name', 'Dragon__19'), ('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Nazgul__0'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('spouse_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__(18_4_5_7)'), ('child_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__13'), ('spouse_species', 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(frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('spouse_and_self_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('spouse_and_self_name', 'Dragon__4'), ('spouse_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__(10_13_14_9)'), ('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('animal_name', 'Dragon__2'), ('spouse_and_self_name', 'Dragon__7'), ('spouse_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__9'), ('child_name', 'Dragon__(13_14_8_9)'), ('animal_name', 'Dragon__8'), ('spouse_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('child_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__16'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('spouse_and_self_name', 'Hippogriff__(0_12_15_17)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 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(frozenset({('animal_name', 'Hippogriff__(1_12_18_9)'), ('spouse_and_self_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__8'), ('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('spouse_and_self_name', 'Pteranodon__10')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__8'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('spouse_and_self_name', 'Pteranodon__8')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__9'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('animal_name', 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'Hippogriff'), ('animal_name', 'Hippogriff__13'), ('spouse_and_self_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__8'), ('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('child_name', 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'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Nazgul__11'), ('child_name', 'Nazgul__(11_5_7_8)'), ('spouse_and_self_name', 'Nazgul__8'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__5'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('animal_name', 'Pteranodon__0'), ('spouse_and_self_name', 'Pteranodon__4')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('spouse_and_self_name', 'Pteranodon__9'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('spouse_and_self_name', 'Nazgul__14'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__19'), ('child_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)'), ('animal_name', 'Hippogriff__19')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('child_name', 'Nazgul__(0_13_4_9)'), ('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__13')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__7'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)'), ('spouse_and_self_name', 'Pteranodon__7')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__12'), ('animal_name', 'Nazgul__19'), ('child_name', 'Nazgul__(1_12_14_19)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Dragon'), ('animal_name', 'Dragon__(0_17_2_7)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('spouse_and_self_name', 'Dragon__3')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('animal_name', 'Pteranodon__(0_10_12_8)'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 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'Nazgul__19'), ('spouse_species', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('spouse_species', 'Pteranodon'), ('animal_name', 'Pteranodon__0'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('spouse_and_self_name', 'Pteranodon__0')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__10'), ('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__5'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__5')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('spouse_and_self_name', 'Hippogriff__12'), ('animal_name', 'Hippogriff__9')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_in_collection_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 4), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 23), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 11), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 11), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 7), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 33), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 12), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 24), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 20), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 12), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 8), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 6), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 11), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 31), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 7), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 8), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 15), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 7), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 11), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 15), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 11), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 12), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 15), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 8), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 12), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 15), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 15), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 7), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 8), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 12), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 7), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 16), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 8), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__5'), ('parent_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('child_names_list', ())}), 1), (frozenset({('child_names_list', ('Hippogriff__(0_12_15_17)', 'Hippogriff__10', 'Hippogriff__6', 'Hippogriff__8')), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('parent_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__8'), ('parent_name', 'Pteranodon__(0_10_12_8)'), ('child_names_list', ())}), 1), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('animal_name', 'Pteranodon__13'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('child_names_list', ('Dragon__(1_16_2_6)', 'Dragon__0', 'Dragon__15', 'Dragon__6'))}), 1), (frozenset({('parent_name', 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'Hippogriff__8'), ('parent_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('child_names_list', ())}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_in_collection_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 2), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 2), (frozenset({('animal_name', 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'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 2), (frozenset({('animal_name', 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(frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 5), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('species_name', 'Pteranodon')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('child_name', 'Nazgul__16'), ('species_name', 'Nazgul')}), 6), (frozenset({('species_name', 'Nazgul')}), 20), (frozenset({('child_name', 'Pteranodon__14'), ('species_name', 'Pteranodon')}), 7), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__12')}), 4), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__5')}), 4), (frozenset({('child_name', 'Nazgul__(0_13_4_9)'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Dragon__6'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 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(frozenset({('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__12')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__3')}), 3), (frozenset({('child_name', 'Hippogriff__17'), ('species_name', 'Hippogriff')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__11')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_4)')}), 8), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__16')}), 4), (frozenset({('child_name', 'Dragon__0'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__13'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 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(frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__1')}), 5), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__7')}), 3), (frozenset({('child_name', 'Nazgul__8'), ('species_name', 'Nazgul')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__8')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__8')}), 4), (frozenset({('child_name', 'Hippogriff__4'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 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'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Dragon__(13_14_8_9)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__14')}), 2), (frozenset({('child_name', 'Pteranodon__13'), ('species_name', 'Pteranodon')}), 6), (frozenset({('child_name', 'Pteranodon__19'), ('species_name', 'Pteranodon')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__0')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__5')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('child_name', 'Hippogriff__18'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 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(frozenset({('child_name', 'Pteranodon__9'), ('species_name', 'Pteranodon')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_on_union 1'] = frozenset({(frozenset({('species_name', 'Pteranodon'), ('food_name', 'Lembas')}), 1), (frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1), (frozenset({('food_name', 'Blood pie'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Blood pie')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Lembas')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_recurse_with_immediate_type_coercion 1'] = frozenset({(frozenset({('name', 'Pteranodon__14')}), 81), (frozenset({('name', 'Hippogriff__15')}), 79), (frozenset({('name', 'Pteranodon__8')}), 81), (frozenset({('name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 81), (frozenset({('name', 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(frozenset({('name', 'Hippogriff__1')}), 79), (frozenset({('name', 'Nazgul__(11_12_14_16)')}), 200), (frozenset({('name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 81), (frozenset({('name', 'Dragon__(0_17_2_7)')}), 81), (frozenset({('name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 79), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 79), (frozenset({('name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 200), (frozenset({('name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 200), (frozenset({('name', 'Nazgul__1')}), 79), (frozenset({('name', 'Pteranodon__(0_14_17_19)')}), 81), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 81), (frozenset({('name', 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(frozenset({('food_name', 'Lembas'), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('relation_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('relation_name', 'Dragon__13'), ('food_name', 'Blood pie')}), 1), (frozenset({('food_name', 'Lembas'), ('relation_name', 'Nazgul__13'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('food_name', 'Lembas'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('relation_name', 'Nazgul__1')}), 1), (frozenset({('relation_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('food_name', 'Bacon'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('food_name', 'Lembas'), ('relation_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1)}) 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(frozenset({('child_name', 'Nazgul__(11_12_14_16)'), ('species_name', 'Nazgul')}), 2), (frozenset({('child_name', 'Nazgul__0'), ('species_name', 'Nazgul')}), 5), (frozenset({('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Nazgul__(0_13_4_9)'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Nazgul__1'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('child_name', 'Hippogriff__2'), ('species_name', 'Hippogriff')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__4')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(10_11_15_3)')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__10')}), 8), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Nazgul__10'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Hippogriff')}), 20), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__2')}), 6), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Hippogriff__17'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 'Nazgul__7'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__4')}), 4), (frozenset({('child_name', 'Pteranodon__8'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Pteranodon')}), 20), (frozenset({('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__19')}), 8), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__16')}), 6), (frozenset({('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Dragon__6'), ('species_name', 'Dragon')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(10_19_2_7)')}), 4), (frozenset({('child_name', 'Hippogriff__(1_12_18_9)'), ('species_name', 'Hippogriff')}), 6), (frozenset({('child_name', 'Hippogriff__1'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Nazgul__13'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 'Dragon__17'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Hippogriff__3'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Nazgul__(1_12_14_19)'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('child_name', 'Nazgul__18'), ('species_name', 'Nazgul')}), 5), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('species_name', 'Dragon')}), 9), (frozenset({('child_name', 'Pteranodon__(0_10_12_4)'), ('species_name', 'Pteranodon')}), 8), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__15')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__10')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('child_name', 'Dragon__11'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__14'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('child_name', 'Dragon__0'), ('species_name', 'Dragon')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__7')}), 6), (frozenset({('child_name', 'Pteranodon__18'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__13')}), 7), (frozenset({('child_name', 'Pteranodon__19'), ('species_name', 'Pteranodon')}), 4), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__1')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__12')}), 5), (frozenset({('child_name', 'Dragon__2'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__(13_14_8_9)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('species_name', 'Dragon')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('child_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Dragon__9'), ('species_name', 'Dragon')}), 2), (frozenset({('child_name', 'Dragon__12'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__(18_19_2_6)'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('child_name', 'Nazgul__15'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__13')}), 6), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__11'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Dragon__3'), ('species_name', 'Dragon')}), 3), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__17')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('child_name', 'Nazgul__6'), ('species_name', 'Nazgul')}), 5), (frozenset({('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('species_name', 'Dragon')}), 1), (frozenset({('child_name', 'Hippogriff__19'), ('species_name', 'Hippogriff')}), 5), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(11_5_7_8)')}), 3), (frozenset({('child_name', 'Dragon__16'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Dragon__19'), ('species_name', 'Dragon')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__11')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__7')}), 3), (frozenset({('child_name', 'Dragon__(18_4_5_7)'), ('species_name', 'Dragon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__5')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__9')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Dragon__14'), ('species_name', 'Dragon')}), 2), (frozenset({('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__14')}), 7), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('child_name', 'Pteranodon__(10_13_14_9)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__15')}), 5), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__7')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 6), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__8')}), 4), (frozenset({('child_name', 'Nazgul__17'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Pteranodon__3'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__1')}), 3), (frozenset({('child_name', 'Pteranodon__11'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon')}), 20), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__9')}), 4), (frozenset({('child_name', 'Pteranodon__6'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Nazgul__5'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('child_name', 'Dragon__(1_16_2_6)'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__15')}), 3), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__0')}), 6), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__13')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('child_name', 'Nazgul__3'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__9')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__4')}), 4), (frozenset({('child_name', 'Dragon__5'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Pteranodon__2'), ('species_name', 'Pteranodon')}), 5), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Nazgul')}), 20), (frozenset({('child_name', 'Nazgul__12'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__16')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__8')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('child_name', 'Hippogriff__18'), ('species_name', 'Hippogriff')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 2), (frozenset({('child_name', 'Nazgul__(10_18_2_8)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__8')}), 4), (frozenset({('child_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__14')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__0')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_simple_fragment 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__19'), ('related_animal_species', 'Nazgul'), ('related_animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_species', 'Nazgul'), ('related_animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__17'), ('related_animal_species', 'Nazgul'), ('related_animal_name', 'Nazgul__17')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__9'), ('animal_name', 'Hippogriff__9')}), 1), (frozenset({('related_animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('related_animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('related_animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('related_animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('related_animal_name', 'Pteranodon__3'), ('animal_name', 'Pteranodon__3'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('related_animal_name', 'Pteranodon__18'), ('animal_name', 'Pteranodon__18'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__16'), ('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__16')}), 1), (frozenset({('related_animal_name', 'Hippogriff__13'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__13')}), 1), (frozenset({('related_animal_name', 'Dragon__15'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__15')}), 1), (frozenset({('related_animal_name', 'Dragon__5'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__7'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__19')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_name', 'Nazgul__5'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('related_animal_name', 'Hippogriff__10'), ('animal_name', 'Pteranodon__18'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_name', 'Hippogriff__15'), ('animal_name', 'Hippogriff__15'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('related_animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__8'), ('related_animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__7'), ('related_animal_species', 'Pteranodon'), ('related_animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Nazgul__(1_12_14_19)'), ('animal_name', 'Nazgul__(1_12_14_19)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Hippogriff__19'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__19')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__18'), ('related_animal_name', 'Nazgul__18'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Pteranodon__2'), ('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('related_animal_name', 'Dragon__3'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__3')}), 1), (frozenset({('related_animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('related_animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Nazgul__15'), ('related_animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('related_animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('related_animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)'), ('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__0'), ('related_animal_name', 'Nazgul__0'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('related_animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('related_animal_name', 'Nazgul__16'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)'), ('related_animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 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'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('related_animal_species', 'Nazgul'), ('related_animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('related_animal_name', 'Hippogriff__10'), ('animal_name', 'Hippogriff__10'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('related_animal_species', 'Pteranodon'), ('related_animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__4'), 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'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('related_animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Pteranodon__(10_11_13_2)'), ('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('related_animal_name', 'Nazgul__19'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__19')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('related_animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Dragon__7'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('related_animal_species', 'Nazgul'), ('related_animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('related_animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', 'Hippogriff'), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)'), ('related_animal_name', 'Nazgul__17'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Nazgul__10'), ('animal_name', 'Nazgul__10'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__(0_12_15_17)'), ('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('related_animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('related_animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('related_animal_name', 'Hippogriff__12'), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('related_animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Dragon__15'), ('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__15')}), 1), (frozenset({('related_animal_species', 'Dragon'), 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(frozenset({('related_animal_name', 'Pteranodon__3'), ('animal_name', 'Pteranodon__3'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('related_animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('related_animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Dragon__14'), ('related_animal_name', 'Dragon__14'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Dragon'), 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(frozenset({('related_animal_species', 'Dragon'), ('related_animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('related_animal_name', 'Nazgul__12'), ('animal_name', 'Nazgul__12'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('related_animal_name', 'Pteranodon__14'), ('animal_name', 'Pteranodon__14')}), 1), (frozenset({('related_animal_name', 'Nazgul__1'), ('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('related_animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 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'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)'), ('name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('self_and_ancestor_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('self_and_ancestor_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('child_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('self_and_ancestor_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('self_and_ancestor_name', 'Dragon__15'), ('name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('child_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('child_name', 'Nazgul__(1_17_2_7)'), ('self_and_ancestor_name', 'Nazgul__(1_17_2_7)'), ('name', 'Nazgul__2')}), 1), (frozenset({('name', 'Hippogriff__16'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('self_and_ancestor_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('self_and_ancestor_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('name', 'Pteranodon__12')}), 1), (frozenset({('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)'), ('self_and_ancestor_name', 'Dragon__(1_16_2_6)'), ('name', 'Dragon__11')}), 1), (frozenset({('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('self_and_ancestor_name', 'Hippogriff__16'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('self_and_ancestor_name', 'Hippogriff__17')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('name', 'Pteranodon__0'), ('self_and_ancestor_name', 'Pteranodon__2')}), 1), (frozenset({('self_and_ancestor_name', 'Dragon__(0_17_2_7)'), ('name', 'Dragon__14'), ('child_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('self_and_ancestor_name', 'Hippogriff__7')}), 1), (frozenset({('self_and_ancestor_name', 'Dragon__10'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('name', 'Dragon__((0_17_2_7)_12_16_18)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('self_and_ancestor_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('self_and_ancestor_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('self_and_ancestor_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('name', 'Dragon__((0_17_2_7)_12_16_18)'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)'), ('self_and_ancestor_name', 'Dragon__2')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_fold_and_traverse 1'] = frozenset({(frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__6')}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__18'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__8')}), 4), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Dragon__7'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 6), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Nazgul__1'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Dragon__4'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Nazgul__4'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__16'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Dragon__0'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__19')}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Dragon__16'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)'), 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1), (frozenset({('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__19'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)'), ('animal_name', 'Dragon__19'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__10'), ('spouse_and_self_name', 'Pteranodon__4'), ('child_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('child_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_and_self_name', 'Dragon__16'), ('animal_name', 'Dragon__12'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__2'), ('child_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('child_name', 'Hippogriff__(1_12_18_9)'), ('spouse_and_self_name', 'Hippogriff__9'), ('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__9')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('child_name', 'Nazgul__((11_5_7_8)_13_15_16)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(11_5_7_8)'), ('spouse_and_self_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__13'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__0'), ('child_name', 'Pteranodon__(0_10_12_8)'), ('spouse_and_self_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__4'), ('spouse_and_self_name', 'Hippogriff__(1_12_18_9)'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Dragon__17'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('spouse_and_self_name', 'Dragon__16'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(18_19_2_6)'), ('animal_name', 'Nazgul__6'), ('spouse_and_self_name', 'Nazgul__18')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__16'), ('spouse_and_self_name', 'Pteranodon__10')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__9'), ('animal_name', 'Pteranodon__13'), ('child_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('child_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)'), ('animal_name', 'Dragon__8'), ('spouse_and_self_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__17')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__13'), ('animal_name', 'Pteranodon__13'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(10_11_13_2)')}), 1), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('animal_name', 'Nazgul__18'), ('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__12'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__0'), ('child_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('child_name', 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(frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('animal_name', 'Dragon__12'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('animal_name', 'Dragon__3'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__7'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('animal_name', 'Dragon__3'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('animal_name', 'Hippogriff__13'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__13')}), 1), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(0_13_4_9)'), ('spouse_and_self_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__16'), ('spouse_and_self_name', 'Hippogriff__13'), ('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(11_4_6_7)'), ('spouse_and_self_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('child_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__12'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__3'), ('spouse_and_self_species', 'Pteranodon'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__15'), ('animal_name', 'Pteranodon__10'), ('child_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('spouse_and_self_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)'), ('spouse_and_self_species', 'Nazgul'), ('animal_name', 'Nazgul__6'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('animal_name', 'Dragon__2'), ('spouse_and_self_name', 'Dragon__0'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)'), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_simple_union 1'] = frozenset({(frozenset({('species_name', 'Pteranodon'), ('food_name', 'Lembas')}), 1), (frozenset({('food_name', 'Blood pie'), ('species_name', 'Nazgul')}), 1), (frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Blood pie')}), 1), (frozenset({('food_name', 'Lembas'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Lembas')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_output 1'] = frozenset({(frozenset({('parent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('parent_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('parent_name', 'Hippogriff__11')}), 3), (frozenset({('parent_name', 'Nazgul__18')}), 5), (frozenset({('parent_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('parent_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('parent_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('parent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('parent_name', 'Hippogriff__0')}), 2), (frozenset({('parent_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 5), (frozenset({('parent_name', 'Pteranodon__2')}), 5), (frozenset({('parent_name', 'Hippogriff__16')}), 5), (frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('parent_name', 'Pteranodon__19')}), 4), (frozenset({('parent_name', 'Hippogriff__13')}), 7), (frozenset({('parent_name', 'Hippogriff__9')}), 3), (frozenset({('parent_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('parent_name', 'Pteranodon__(0_10_12_4)')}), 8), (frozenset({('parent_name', 'Nazgul__11')}), 3), (frozenset({('parent_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('parent_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('parent_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('parent_name', 'Nazgul__2')}), 6), (frozenset({('parent_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('parent_name', 'Dragon__17')}), 4), (frozenset({('parent_name', 'Nazgul__16')}), 6), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('parent_name', 'Pteranodon__7')}), 3), (frozenset({('parent_name', 'Nazgul__7')}), 3), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('parent_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('parent_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('parent_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('parent_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('parent_name', 'Pteranodon__8')}), 3), (frozenset({('parent_name', 'Pteranodon__4')}), 4), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('parent_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('parent_name', 'Hippogriff__7')}), 2), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('parent_name', 'Dragon__16')}), 4), (frozenset({('parent_name', 'Nazgul__1')}), 6), (frozenset({('parent_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('parent_name', 'Hippogriff__6')}), 5), (frozenset({('parent_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('parent_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('parent_name', 'Hippogriff__17')}), 4), (frozenset({('parent_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('parent_name', 'Pteranodon__3')}), 3), (frozenset({('parent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('parent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('parent_name', 'Nazgul__3')}), 1), (frozenset({('parent_name', 'Dragon__7')}), 6), (frozenset({('parent_name', 'Hippogriff__18')}), 4), (frozenset({('parent_name', 'Dragon__13')}), 2), (frozenset({('parent_name', 'Nazgul__5')}), 3), (frozenset({('parent_name', 'Nazgul__8')}), 4), (frozenset({('parent_name', 'Nazgul__13')}), 6), (frozenset({('parent_name', 'Nazgul__19')}), 8), (frozenset({('parent_name', 'Nazgul__10')}), 2), (frozenset({('parent_name', 'Pteranodon__17')}), 2), (frozenset({('parent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('parent_name', 'Nazgul__0')}), 5), (frozenset({('parent_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 6), (frozenset({('parent_name', 'Pteranodon__16')}), 2), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('parent_name', 'Dragon__(0_17_2_7)')}), 4), (frozenset({('parent_name', 'Pteranodon__13')}), 6), (frozenset({('parent_name', 'Hippogriff__8')}), 4), (frozenset({('parent_name', 'Hippogriff__19')}), 5), (frozenset({('parent_name', 'Dragon__5')}), 4), (frozenset({('parent_name', 'Hippogriff__(10_19_2_7)')}), 4), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('parent_name', 'Dragon__18')}), 4), (frozenset({('parent_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 2), (frozenset({('parent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('parent_name', 'Nazgul__4')}), 3), (frozenset({('parent_name', 'Pteranodon__1')}), 1), (frozenset({('parent_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('parent_name', 'Pteranodon__6')}), 2), (frozenset({('parent_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('parent_name', 'Hippogriff__12')}), 5), (frozenset({('parent_name', 'Pteranodon__11')}), 3), (frozenset({('parent_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('parent_name', 'Hippogriff__4')}), 2), (frozenset({('parent_name', 'Dragon__(1_16_2_6)')}), 3), (frozenset({('parent_name', 'Pteranodon__12')}), 4), (frozenset({('parent_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('parent_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('parent_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('parent_name', 'Hippogriff__10')}), 3), (frozenset({('parent_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('parent_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('parent_name', 'Dragon__0')}), 4), (frozenset({('parent_name', 'Pteranodon__18')}), 1), (frozenset({('parent_name', 'Dragon__10')}), 3), (frozenset({('parent_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('parent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('parent_name', 'Dragon__19')}), 5), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('parent_name', 'Nazgul__15')}), 3), (frozenset({('parent_name', 'Pteranodon__0')}), 6), (frozenset({('parent_name', 'Dragon__2')}), 3), (frozenset({('parent_name', 'Pteranodon__10')}), 8), (frozenset({('parent_name', 'Hippogriff__2')}), 5), (frozenset({('parent_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('parent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('parent_name', 'Nazgul__12')}), 3), (frozenset({('parent_name', 'Dragon__6')}), 4), (frozenset({('parent_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('parent_name', 'Pteranodon__5')}), 1), (frozenset({('parent_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('parent_name', 'Nazgul__9')}), 2), (frozenset({('parent_name', 'Dragon__1')}), 3), (frozenset({('parent_name', 'Dragon__15')}), 3), (frozenset({('parent_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('parent_name', 'Dragon__8')}), 4), (frozenset({('parent_name', 'Nazgul__14')}), 5), (frozenset({('parent_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('parent_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('parent_name', 'Pteranodon__(10_11_15_3)')}), 5), (frozenset({('parent_name', 'Hippogriff__5')}), 2), (frozenset({('parent_name', 'Dragon__3')}), 3), (frozenset({('parent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('parent_name', 'Hippogriff__(1_12_18_9)')}), 6), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('parent_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('parent_name', 'Nazgul__(11_5_7_8)')}), 3), (frozenset({('parent_name', 'Hippogriff__1')}), 5), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('parent_name', 'Dragon__9')}), 2), (frozenset({('parent_name', 'Nazgul__17')}), 3), (frozenset({('parent_name', 'Hippogriff__15')}), 3), (frozenset({('parent_name', 'Pteranodon__9')}), 4), (frozenset({('parent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('parent_name', 'Pteranodon__14')}), 7), (frozenset({('parent_name', 'Pteranodon__15')}), 5), (frozenset({('parent_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('parent_name', 'Dragon__11')}), 4), (frozenset({('parent_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('parent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('parent_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('parent_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('parent_name', 'Hippogriff__14')}), 1), (frozenset({('parent_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('parent_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('parent_name', 'Dragon__12')}), 4), (frozenset({('parent_name', 'Dragon__4')}), 4), (frozenset({('parent_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('parent_name', 'Nazgul__6')}), 5), (frozenset({('parent_name', 'Dragon__14')}), 2), (frozenset({('parent_name', 'Hippogriff__3')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_fold_and_traverse 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 8), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 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'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__14')}), 7), (frozenset({('animal_name', 'Nazgul__15'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Dragon__13'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('animal_name', 'Pteranodon__18'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__11')}), 3), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__10')}), 8), (frozenset({('animal_name', 'Nazgul__14'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__12')}), 5), (frozenset({('animal_name', 'Dragon__5'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__16')}), 5), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Hippogriff__15'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Dragon__9'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('animal_name', 'Dragon__12'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Nazgul__13'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__7')}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__0')}), 2), (frozenset({('animal_name', 'Dragon__17'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__9')}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__18')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('animal_name', 'Dragon__6'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('animal_name', 'Pteranodon__15'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('animal_name', 'Nazgul__9'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Nazgul__18'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__4')}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Dragon__14'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__14')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__5')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__3')}), 2), (frozenset({('animal_name', 'Nazgul__3'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_typename_output 1'] = frozenset({(frozenset({('base_cls', 'Animal'), ('child_cls', 'Species')}), 200)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_optional_and_traverse 1'] = frozenset({(frozenset({('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('animal_name', 'Nazgul__(1_12_14_19)'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('animal_name', 'Pteranodon__17'), ('spouse_and_self_name', 'Pteranodon__1'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('animal_name', 'Pteranodon__4')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__4'), ('animal_name', 'Hippogriff__(1_12_18_9)'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('spouse_and_self_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)'), ('spouse_and_self_name', 'Nazgul__10'), ('animal_name', 'Nazgul__18'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__2'), ('child_name', 'Hippogriff__(1_11_13_2)'), ('animal_name', 'Hippogriff__11')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__(0_10_12_4)'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('animal_name', 'Pteranodon__9'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Nazgul__12'), ('spouse_and_self_name', 'Nazgul__16'), ('child_name', 'Nazgul__(11_12_14_16)'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__8'), ('child_name', 'Dragon__(13_14_8_9)'), ('animal_name', 'Dragon__8')}), 1), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('spouse_and_self_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__10'), ('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('spouse_and_self_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__5'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('spouse_and_self_name', 'Pteranodon__(10_13_14_9)'), ('spouse_and_self_species', 'Pteranodon'), ('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('spouse_and_self_name', 'Nazgul__11'), ('child_name', 'Nazgul__(11_5_7_8)'), ('spouse_and_self_species', 'Nazgul')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('spouse_and_self_name', 'Pteranodon__10'), ('spouse_and_self_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_and_self_name', 'Dragon__10')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__14'), ('spouse_and_self_species', 'Nazgul'), ('child_name', 'Nazgul__(1_12_14_19)'), ('animal_name', 'Nazgul__19')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('spouse_and_self_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__3'), ('animal_name', 'Dragon__3'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__17'), ('spouse_and_self_species', 'Hippogriff'), ('child_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)'), ('animal_name', 'Hippogriff__18')}), 1), (frozenset({('spouse_and_self_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)'), ('child_name', 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(frozenset({('name', 'Nazgul__4')}), 1), (frozenset({('name', 'Nazgul__3')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_contains_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_between_lowering_with_extra_filters 1'] = frozenset({(frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_in_optional_block 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_complex_optional_variables_with_starting_filter 1'] = frozenset({(frozenset({('child_fed_at', '2012-07-02T00:00:00Z'), ('other_parent_fed_at', '2009-08-12T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 1), (frozenset({('grandparent_fed_at', '2008-09-23T00:00:00Z')}), 5), (frozenset({('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 5), (frozenset({('other_parent_fed_at', '2009-08-12T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 5), (frozenset({('grandparent_fed_at', '2008-09-23T00:00:00Z'), ('other_parent_fed_at', '2008-09-23T00:00:00Z')}), 2), (frozenset({('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('other_parent_fed_at', '2003-12-03T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('other_parent_fed_at', '2008-09-23T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('grandparent_fed_at', '2008-09-23T00:00:00Z'), ('other_parent_fed_at', '2003-12-03T00:00:00Z')}), 2)}) + +snapshots['OrientDBParameterizedMatchQueryTests::test_contains_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1)}) + +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_in_optional_block 1'] = frozenset({(frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2'), ('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1)}) snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset({(frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_within_fold_scope 1'] = frozenset({(frozenset({('name', 'Hippogriff__4'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__(0_10_12_8)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__19'), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)'), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__(10_11_13_2)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__2'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__9'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__12'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__18'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__0'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__12'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__8'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__18'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 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('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__16'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__4'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__5'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__15'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(1_12_18_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(0_17_2_7)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 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())}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__15'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__19'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(18_4_5_7)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)'), ('child_list', ())}), 1), (frozenset({('name', 'Hippogriff__7'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__10'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__11'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__3'), ('child_list', 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(frozenset({('child_descriptions', ()), ('name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__4'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Dragon__((13_14_8_9)_1_13_3)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__(0_12_15_17)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ('None',)), ('child_list', ('Nazgul__2',)), ('name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__1'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__6'), ('child_list', ())}), 1), (frozenset({('name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__9'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__16'), ('child_descriptions', ()), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Hippogriff__5'), ('child_list', ())}), 1), (frozenset({('child_descriptions', ()), ('name', 'Nazgul__(1_13_16_8)'), ('child_list', ())}), 1), (frozenset({('name', 'Nazgul__12'), ('child_descriptions', ()), ('child_list', ())}), 1), 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1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_immediate_output_with_custom_scalar_filter 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 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'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_name_or_alias_filter_on_interface_type 1'] = frozenset({(frozenset({('related_entity', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('related_entity', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('related_entity', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_entity', 'Nazgul__13')}), 1), (frozenset({('related_entity', 'Nazgul__8')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('related_entity', 'Nazgul__3')}), 1), (frozenset({('related_entity', 'Nazgul__0')}), 1), (frozenset({('related_entity', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('related_entity', 'Nazgul__2')}), 1), (frozenset({('related_entity', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('related_entity', 'Nazgul__18')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_name_or_alias_filter_on_interface_type 1'] = frozenset({(frozenset({('related_entity', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('related_entity', 'Nazgul__3')}), 1), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('related_entity', 'Nazgul__8')}), 1), (frozenset({('related_entity', 'Nazgul__0')}), 1), (frozenset({('related_entity', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('related_entity', 'Nazgul__13')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('related_entity', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('related_entity', 'Nazgul__18')}), 1), (frozenset({('related_entity', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_entity', 'Nazgul__2')}), 1), (frozenset({('related_entity', 'Nazgul__(10_18_2_8)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_no_between_lowering_on_simple_scalar 1'] = frozenset({(frozenset({('name', 'Nazgul__7')}), 1), (frozenset({('name', 'Nazgul__9')}), 1), (frozenset({('name', 'Nazgul__11')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('name', 'Nazgul__12')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('name', 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('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_output_source_and_complex_output 1'] = frozenset({(frozenset({('parent_name', 'Nazgul__9'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__8'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__14'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_recurse_with_immediate_type_coercion_and_filter 1'] = frozenset({(frozenset({('name', 'Nazgul__1')}), 79), (frozenset({('name', 'Dragon__((13_14_8_9)_1_13_3)')}), 81), (frozenset({('name', 'Dragon__5')}), 81), (frozenset({('name', 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200), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 79), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 79), (frozenset({('name', 'Hippogriff__2')}), 79), (frozenset({('name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 79), (frozenset({('name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 81), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 200), (frozenset({('name', 'Nazgul__14')}), 79), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 81), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 79), (frozenset({('name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 81)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_recurse_with_immediate_type_coercion_and_filter 1'] = frozenset({(frozenset({('name', 'Nazgul__(11_5_7_8)')}), 79), (frozenset({('name', 'Nazgul__10')}), 79), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 79), (frozenset({('name', 'Hippogriff__2')}), 79), (frozenset({('name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 81), (frozenset({('name', 'Nazgul__1')}), 79), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 200), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 200), (frozenset({('name', 'Hippogriff__(1_11_13_2)')}), 79), (frozenset({('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 200), (frozenset({('name', 'Dragon__((13_14_8_9)_1_13_3)')}), 81), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 79), (frozenset({('name', 'Nazgul__14')}), 79), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 79), (frozenset({('name', 'Dragon__5')}), 81), (frozenset({('name', 'Hippogriff__19')}), 79), (frozenset({('name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 79), (frozenset({('name', 'Pteranodon__(10_11_15_3)')}), 81), (frozenset({('name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 81), (frozenset({('name', 'Pteranodon__2')}), 81), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 79), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 200), (frozenset({('name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 81), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 81)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_traverse_filter_and_output 1'] = frozenset({(frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('parent_name', 'Nazgul__2')}), 6)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_traverse_filter_and_output 1'] = frozenset({(frozenset({('parent_name', 'Nazgul__2')}), 6), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Bacon')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Bacon')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1), (frozenset({('entity_name', 'Lembas')}), 1)}) diff --git a/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py index acc12ea2e..a46339b6a 100644 --- a/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/test_orientdb_match_query.py @@ -219,6 +219,24 @@ def test_in_collection_op_filter_with_optional_tag(self): self.assertMatchSnapshot(rows) + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_in_collection_op_filter_with_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_tag() + sample_parameters = {} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_in_collection_op_filter_with_optional_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_optional_tag() + sample_parameters = {} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + @pytest.mark.usefixtures('snapshot_graph_client') def test_intersects_op_filter_with_tag(self): test_data = test_input_data.intersects_op_filter_with_tag() @@ -745,6 +763,35 @@ def test_in_collection_op_filter_with_variable(self): self.assertMatchSnapshot(rows) + @pytest.mark.usefixtures('snapshot_graph_client') + def test_not_in_collection_op_filter_with_variable(self): + test_data = test_input_data.not_in_collection_op_filter_with_variable() + sample_names = [ + 'Nazgul__7', + 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)', + 'Nazgul__10', + 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)', + 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)', + 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)', + 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)', + 'Nazgul__6', + 'Nazgul__5', + 'Nazgul__(10_18_2_8)', + 'Nazgul__(18_19_2_6)', + 'Nazgul__1', + 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)', + 'Nazgul__11', + 'Nazgul__(1_12_14_19)', + 'Nazgul__14', + 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)', + 'Nazgul__2', + ] + sample_parameters = {'wanted': sample_names} + + rows = execute_graphql(self.schema, test_data, self.graph_client, sample_parameters) + + self.assertMatchSnapshot(rows) + @pytest.mark.usefixtures('snapshot_graph_client') def test_intersects_op_filter_with_variable(self): test_data = test_input_data.intersects_op_filter_with_variable() diff --git a/graphql_compiler/tests/test_compiler.py b/graphql_compiler/tests/test_compiler.py index c2add8dd9..ed649f5ac 100644 --- a/graphql_compiler/tests/test_compiler.py +++ b/graphql_compiler/tests/test_compiler.py @@ -1939,6 +1939,130 @@ def test_in_collection_op_filter_with_optional_tag(self): check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + def test_not_in_collection_op_filter_with_variable(self): + test_data = test_input_data.not_in_collection_op_filter_with_variable() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + where: ((NOT ({wanted} CONTAINS name))), + as: Animal___1 + }} + RETURN $matches + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .filter{it, m -> !$wanted.contains(it.name)} + .as('Animal___1') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + expected_sql = ''' + SELECT + animal_1.name AS animal_name + FROM + animal AS animal_1 + WHERE + animal_1.name NOT IN ([EXPANDING_wanted]) + ''' + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + + def test_not_in_collection_op_filter_with_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_tag() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + as: Animal___1 + }}.out('Animal_ParentOf') {{ + where: ((NOT ($matched.Animal___1.alias CONTAINS name))), + as: Animal__out_Animal_ParentOf___1 + }} + RETURN $matches + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .as('Animal___1') + .out('Animal_ParentOf') + .filter{it, m -> !m.Animal___1.alias.contains(it.name)} + .as('Animal__out_Animal_ParentOf___1') + .back('Animal___1') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + expected_sql = NotImplementedError + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + + def test_not_in_collection_op_filter_with_optional_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_optional_tag() + + expected_match = ''' + SELECT + Animal___1.name AS `animal_name` + FROM ( + MATCH {{ + class: Animal, + as: Animal___1 + }}.in('Animal_ParentOf') {{ + optional: true, + as: Animal__in_Animal_ParentOf___1 + }} , {{ + class: Animal, + as: Animal___1 + }}.out('Animal_ParentOf') {{ + where: (( + ($matched.Animal__in_Animal_ParentOf___1 IS null) + OR + (NOT ($matched.Animal__in_Animal_ParentOf___1.alias CONTAINS name)) + )), + as: Animal__out_Animal_ParentOf___1 + }} + RETURN $matches + ) + WHERE ( + ( + (Animal___1.in_Animal_ParentOf IS null) + OR + (Animal___1.in_Animal_ParentOf.size() = 0) + ) + OR + (Animal__in_Animal_ParentOf___1 IS NOT null) + ) + ''' + expected_gremlin = ''' + g.V('@class', 'Animal') + .as('Animal___1') + .ifThenElse{it.in_Animal_ParentOf == null}{null}{it.in('Animal_ParentOf')} + .as('Animal__in_Animal_ParentOf___1') + .optional('Animal___1') + .as('Animal___2') + .out('Animal_ParentOf') + .filter{it, m -> ( + (m.Animal__in_Animal_ParentOf___1 == null) || + !m.Animal__in_Animal_ParentOf___1.alias.contains(it.name) + )} + .as('Animal__out_Animal_ParentOf___1') + .back('Animal___2') + .transform{it, m -> new com.orientechnologies.orient.core.record.impl.ODocument([ + animal_name: m.Animal___1.name + ])} + ''' + expected_sql = NotImplementedError + + check_test_data(self, test_data, expected_match, expected_gremlin, expected_sql) + def test_intersects_op_filter_with_variable(self): test_data = test_input_data.intersects_op_filter_with_variable() diff --git a/graphql_compiler/tests/test_input_data.py b/graphql_compiler/tests/test_input_data.py index 92d9f9344..1fd8bea3a 100644 --- a/graphql_compiler/tests/test_input_data.py +++ b/graphql_compiler/tests/test_input_data.py @@ -1091,6 +1091,73 @@ def in_collection_op_filter_with_optional_tag(): type_equivalence_hints=None) +def not_in_collection_op_filter_with_variable(): + graphql_input = '''{ + Animal { + name @filter(op_name: "not_in_collection", value: ["$wanted"]) + @output(out_name: "animal_name") + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = { + 'wanted': GraphQLList(GraphQLString) + } + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + +def not_in_collection_op_filter_with_tag(): + graphql_input = '''{ + Animal { + name @output(out_name: "animal_name") + alias @tag(tag_name: "aliases") + out_Animal_ParentOf { + name @filter(op_name: "not_in_collection", value: ["%aliases"]) + } + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = {} + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + +def not_in_collection_op_filter_with_optional_tag(): + graphql_input = '''{ + Animal { + name @output(out_name: "animal_name") + in_Animal_ParentOf @optional { + alias @tag(tag_name: "parent_aliases") + } + out_Animal_ParentOf { + name @filter(op_name: "not_in_collection", value: ["%parent_aliases"]) + } + } + }''' + expected_output_metadata = { + 'animal_name': OutputMetadata(type=GraphQLString, optional=False), + } + expected_input_metadata = {} + + return CommonTestData( + graphql_input=graphql_input, + expected_output_metadata=expected_output_metadata, + expected_input_metadata=expected_input_metadata, + type_equivalence_hints=None) + + def intersects_op_filter_with_variable(): graphql_input = '''{ Animal { diff --git a/graphql_compiler/tests/test_ir_generation.py b/graphql_compiler/tests/test_ir_generation.py index 60357ad3e..279229356 100644 --- a/graphql_compiler/tests/test_ir_generation.py +++ b/graphql_compiler/tests/test_ir_generation.py @@ -1994,6 +1994,122 @@ def test_in_collection_op_filter_with_optional_tag(self): check_test_data(self, test_data, expected_blocks, expected_location_types) + def test_not_in_collection_op_filter_with_variable(self): + test_data = test_input_data.not_in_collection_op_filter_with_variable() + + base_location = helpers.Location(('Animal',)) + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.Filter( + expressions.BinaryComposition( + u'not_contains', + expressions.Variable('$wanted', GraphQLList(GraphQLString)), + expressions.LocalField('name', GraphQLString) + ) + ), + blocks.MarkLocation(base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_not_in_collection_op_filter_with_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_tag() + + base_location = helpers.Location(('Animal',)) + child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.MarkLocation(base_location), + blocks.Traverse('out', 'Animal_ParentOf'), + blocks.Filter( + expressions.BinaryComposition( + u'not_contains', + expressions.ContextField( + base_location.navigate_to_field('alias'), + GraphQLList(GraphQLString) + ), + expressions.LocalField('name', GraphQLString) + ) + ), + blocks.MarkLocation(child_location), + blocks.Backtrack(base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + child_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + + def test_not_in_collection_op_filter_with_optional_tag(self): + test_data = test_input_data.not_in_collection_op_filter_with_optional_tag() + + base_location = helpers.Location(('Animal',)) + revisited_base_location = base_location.revisit() + parent_location = base_location.navigate_to_subpath('in_Animal_ParentOf') + child_location = base_location.navigate_to_subpath('out_Animal_ParentOf') + + expected_blocks = [ + blocks.QueryRoot({'Animal'}), + blocks.MarkLocation(base_location), + + blocks.Traverse('in', 'Animal_ParentOf', optional=True), + blocks.MarkLocation(parent_location), + blocks.EndOptional(), + blocks.Backtrack(base_location, optional=True), + blocks.MarkLocation(revisited_base_location), + + blocks.Traverse('out', 'Animal_ParentOf'), + blocks.Filter( + expressions.BinaryComposition( + u'||', + expressions.BinaryComposition( + u'=', + expressions.ContextFieldExistence(parent_location), + expressions.FalseLiteral + ), + expressions.BinaryComposition( + u'not_contains', + expressions.ContextField( + parent_location.navigate_to_field('alias'), + GraphQLList(GraphQLString) + ), + expressions.LocalField('name', GraphQLString) + ) + ) + ), + blocks.MarkLocation(child_location), + blocks.Backtrack(revisited_base_location), + blocks.GlobalOperationsStart(), + blocks.ConstructResult({ + 'animal_name': expressions.OutputContextField( + base_location.navigate_to_field('name'), GraphQLString), + }), + ] + expected_location_types = { + base_location: 'Animal', + revisited_base_location: 'Animal', + parent_location: 'Animal', + child_location: 'Animal', + } + + check_test_data(self, test_data, expected_blocks, expected_location_types) + def test_intersects_op_filter_with_variable(self): test_data = test_input_data.intersects_op_filter_with_variable() From 76d7908a1b84bd489f43c281b6e9448c2d7f4d80 Mon Sep 17 00:00:00 2001 From: bojanserafimov Date: Mon, 22 Jul 2019 14:27:36 -0400 Subject: [PATCH 70/91] Fix bug in macro expansion with pro-forma fields (#415) * Fix bug in macro expansion with pro-forma fields * Address comments --- graphql_compiler/macros/macro_expansion.py | 10 +++- .../tests/test_macro_expansion.py | 60 +++++++++++++++++++ 2 files changed, 69 insertions(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 998c31be2..991c15fd6 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -89,12 +89,20 @@ def _merge_selection_sets(selection_set_a, selection_set_b): # having an empty selection in a vertex field. We remove pro-forma fields if they are # no longer necessary. if len(merged_selection_dict) > 1: # Otherwise we need a pro-forma field - merged_selection_dict = { + non_pro_forma_fields = { name: ast for name, ast in six.iteritems(merged_selection_dict) if ast.selection_set is not None or len(ast.directives) > 0 # If there's selections or directives under the field, it is not pro-forma. } + if non_pro_forma_fields: + merged_selection_dict = non_pro_forma_fields + else: + # There's multiple pro-forma fields. Pick one of them (the one with smallest name). + lexicographically_first_name = min(merged_selection_dict.keys()) + merged_selection_dict = { + lexicographically_first_name: merged_selection_dict[lexicographically_first_name] + } # Get a deterministic ordering of the merged selections selection_name_order = list(chain(( diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index 8521cde1f..c1001d600 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -38,6 +38,66 @@ def test_macro_edge_basic(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) + def test_macro_edge_pro_forma_fields(self): + # The macro or the user code could have an unused (pro-forma) field for the sake of not + # having an empty selection in a vertex field. We remove pro-forma fields if they are + # no longer necessary. This test checks that this is done correctly. + query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_GrandparentOf { + uuid + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_ParentOf { + out_Animal_ParentOf { + uuid + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + + def test_macro_edge_two_different_pro_forma_fields(self): + # The macro or the user code could have an unused (pro-forma) field for the sake of not + # having an empty selection in a vertex field. We remove pro-forma fields if they are + # no longer necessary. This test checks that this is done correctly. + query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_GrandparentOf { + name + } + } + }''' + args = {} + + expected_query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_ParentOf { + out_Animal_ParentOf { + name + } + } + } + }''' + expected_args = {} + + expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) + compare_graphql(self, expected_query, expanded_query) + self.assertEqual(expected_args, new_args) + def test_macro_edge_on_interface(self): query = '''{ Animal { From 9365587f2850f861164bd715a7a1fd28002da9c6 Mon Sep 17 00:00:00 2001 From: pmantica1 Date: Thu, 1 Aug 2019 11:48:37 -0400 Subject: [PATCH 71/91] Remove add transitive closure (#443) * Remove _add_transitive_closure * Nit: * Nit * Address comments * Fix typo --- graphql_compiler/compiler/subclass.py | 21 +++++++-------------- 1 file changed, 7 insertions(+), 14 deletions(-) diff --git a/graphql_compiler/compiler/subclass.py b/graphql_compiler/compiler/subclass.py index f0891ced2..26f46a566 100644 --- a/graphql_compiler/compiler/subclass.py +++ b/graphql_compiler/compiler/subclass.py @@ -1,18 +1,8 @@ # Copyright 2017-present Kensho Technologies, LLC. -from graphql.type.definition import GraphQLObjectType, GraphQLUnionType +from graphql.type.definition import GraphQLInterfaceType, GraphQLObjectType, GraphQLUnionType import six -def _add_transitive_closure(graph): - """Compute in-place the transitive closure of a reflexive graph represented as dict.""" - # Floyd-Warshall O(N^3) - for k, k_out in six.iteritems(graph): - for i, i_out in six.iteritems(graph): - for j, _ in six.iteritems(graph): - if k in i_out and j in k_out: - graph[i].add(j) - - def compute_subclass_sets(schema, type_equivalence_hints=None): """Return a dict mapping class names to the set of its subclass names. @@ -37,7 +27,8 @@ def compute_subclass_sets(schema, type_equivalence_hints=None): # A class is a subclass of itself subclass_set = { classname: {classname} - for classname in six.iterkeys(schema.get_type_map()) + for classname, graphql_type in six.iteritems(schema.get_type_map()) + if isinstance(graphql_type, (GraphQLInterfaceType, GraphQLObjectType)) } # A class is a subclass of interfaces it implements @@ -54,6 +45,8 @@ def compute_subclass_sets(schema, type_equivalence_hints=None): else: raise AssertionError(u'Unexpected type {}'.format(type(equivalent_type))) - # If B subclasses A, and C subclasses B, then C subclasses A - _add_transitive_closure(subclass_set) + # Note that the inheritance structure in the GraphQL schema is already transitive. Union types + # encompass all of the object type subclasses of their equivalent object type and cannot + # encompass other union types. Interface types are implemented by all their object type + # subclasses and cannot be implemented by other interface types. return subclass_set From 62e22c610cdb4ce3a889a7d054eb19f97e265b3e Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Fri, 2 Aug 2019 13:38:33 -0400 Subject: [PATCH 72/91] Make "macro_edge" usable in SDL field definitions. --- graphql_compiler/macros/macro_edge/directives.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_edge/directives.py b/graphql_compiler/macros/macro_edge/directives.py index 114dfdf1c..0474400ed 100644 --- a/graphql_compiler/macros/macro_edge/directives.py +++ b/graphql_compiler/macros/macro_edge/directives.py @@ -13,7 +13,8 @@ MacroEdgeDirective = GraphQLDirective( name='macro_edge', locations=[ - DirectiveLocation.FIELD, + # Used to mark edges that are defined via macros in the schema. + DirectiveLocation.FIELD_DEFINITION, ], ) From 2e7bbff8a8314c09fa57f99e55391873994ca1a9 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 5 Aug 2019 16:51:26 -0400 Subject: [PATCH 73/91] Break out README changes into their own branch, for easier review. --- README.md | 153 ------------------------------------------------------ 1 file changed, 153 deletions(-) diff --git a/README.md b/README.md index ed8842998..2be859227 100644 --- a/README.md +++ b/README.md @@ -63,9 +63,6 @@ For a more detailed overview and getting started guide, please see * [Configuring SQLAlchemy](#configuring-sqlalchemy) * [End-To-End SQL Example](#end-to-end-sql-example) * [Configuring the SQL Database to Match the GraphQL Schema](#configuring-the-sql-database-to-match-the-graphql-schema) - * [Macro System](#macro-system) - * [Macro Edges](#macro-edges) - * [Using the macro registry](#using-the-macro-registry) * [Miscellaneous](#miscellaneous) * [Pretty-Printing GraphQL Queries](#pretty-printing-graphql-queries) * [Expanding `@optional` vertex fields](#expanding-optional-vertex-fields) @@ -1403,156 +1400,6 @@ CREATE VIEW animal AS ``` At this point, the `animal` view can be used in the SQLAlchemy Table for the purposes of compiling. -## Macro System - -### Macro Edges -Macro edges define a new edge in the schema by specifying how to compute it. -Macro edges are similar to views in SQL. However, there's a few differences: -- Macros are stored in a macro registry, that does not necessarily live inside the database. This has -two avantages: - - Macros can be created locally by clients without database access. - - Macros work even on schemas that have been stitched from the schemas of multiple backends. -- When a query with macros is compiled, a preprocessing step generates an equivalent query without -macros by expanding. - -As an example, consider the following query: -```graphql -{ - Animal { - name @output(out_name: "animal_name") - out_Animal_ParentOf { - out_Animal_ParentOf { - name @output(out_name: "grandchild_name") - } - } - } -} -``` -Let's introduce the `out_Animal_GrandparentOf` macro to simplify our query: -```graphql -{ - Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { - out_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { - uuid - } - } - } -} -``` -The directive `@macro_edge_definition` declares that this is a macro, and gives it a name. -To use it as any other edge, we will refer to it by the name given here. -The directive `@macro_edge_target` specifies where the grandchild of the animal is. -Now let's use this macro to rewrite our query: -```graphql -{ - Animal { - name @output(out_name: "animal_name") - out_Animal_GrandparentOf { - name @output(out_name: "grandchild_name") - } - } -} -``` -Macro edges can make use of tags, filters, etc, to define more complicated macros like this one -```graphql -Animal @macro_edge_definition(name: "out_Animal_RichYoungerSiblings") { - net_worth @tag(tag_name: "net_worth") - out_Animal_BornAt { - event_date @tag(tag_name: "birthday") - } - in_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { - net_worth @filter(op_name: ">", value: ["%net_worth"]) - out_Animal_BornAt { - event_date @filter(op_name: "<", value: ["%birthday"]) - } - } - } -} -``` -Macro edges can also use runtime parameters. The values for the parameters are provided when -the macro is registered, and not when it is used. See the section on -[using the macro registry](#using-the-macro-registry) for an example of how to use macros -with runtime parameters. - -Macro definitions and macro uses are type checked. If a macro is invalid or is used incorrectly, -the macro system will complain, rather than create an invalid query. - -#### Constraints for macro definitions -- Macro definitions cannot use other macros as part of their definition. -- A macro requires exactly one `@macro_edge_definition` and one `@macro_edge_target` directive. -Additionally, these directives can only be used inside macro definitions. -- The `@macro_edge_target` cannot be inside a `@fold` scope. -- The `@macro_edge_target` cannot begin with a type coercion. If that is what you want, put -the `@macro_edge_target` on the type coercion itself, instead of before it, like this: -`in_Entity_Related { ... on Animal @macro_edge_target {uuid} }`. -- Macros cannot use `@output` or `@output_source`. - -#### Constraints for macro usage -- The `@optional` and `@recurse` directives cannot be used on macro edges. - -### Using the macro registry -This example demonstrates how to define a macro and use it. It assumes you already know -how to construct a GraphQL schema. - -```python -from graphql_compiler import macros -from graphql_compiler.compiler.subclass import compute_subclass_sets - -def example(schema, type_equivalence_hints): - # Create a macro registry based on the schema - subclass_sets = compute_subclass_sets(schema, type_equivalence_hints) - macro_registry = macros.create_macro_registry(schema, type_equivalence_hints, subclass_sets) - - # Add a macro to the registry - macro_graphql = '''{ - Animal @macro_edge_definition(name: "out_Animal_GrandchildrenCalledNate") { - out_Animal_ParentOf { - out_Animal_ParentOf @filter(op_name: "name_or_alias", value: ["$nate_name"]) - @macro_edge_target { - uuid - } - } - } - }''' - macro_args = { - 'nate_name': 'Nate', - } - macros.register_macro_edge(macro_registry, macro_graphql, macro_args) - - # Use our macro registry in a query - query = '''{ - Animal { - name @output(out_name: "animal_name") - out_Animal_GrandchildrenCalledNate { - uuid @output(out_name: "grandchild") - } - } - }''' - args = {} - expanded_query, new_args = macros.perform_macro_expansion(macro_registry, query, args) - - print(expanded_query) - # Prints out the following query: - # { - # Animal { - # name @output(out_name: "animal_name") - # out_Animal_ParentOf { - # out_Animal_ParentOf { - # name @output(out_name: "grandchild") - # } - # } - # } - # } - - print(new_args) - # Prints out the following: - # { - # 'nate_name': 'Nate' - # } -``` - ## Miscellaneous ### Pretty-Printing GraphQL Queries From 193bcb15f856faff691ebb4d6ab050c3e65530f5 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 5 Aug 2019 17:07:01 -0400 Subject: [PATCH 74/91] Delint. --- graphql_compiler/macros/__init__.py | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 0f9e1ef52..37d3d9865 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -1,25 +1,28 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple from copy import copy -import six -from graphql.language.ast import (FieldDefinition, Name, NamedType, - ObjectTypeDefinition, InterfaceTypeDefinition, - Directive, ListType) from graphql import parse +from graphql.language.ast import ( + Directive, FieldDefinition, InterfaceTypeDefinition, ListType, Name, NamedType, + ObjectTypeDefinition +) from graphql.language.printer import print_ast from graphql.utils.build_ast_schema import build_ast_schema from graphql.utils.schema_printer import print_schema +import six -from ..compiler.compiler_frontend import validate_schema_and_ast from ..ast_manipulation import safe_parse_graphql +from ..compiler.compiler_frontend import validate_schema_and_ast +from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError +from ..schema import _check_for_nondefault_directive_names from .macro_edge import make_macro_edge_descriptor +from .macro_edge.directives import ( + DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, + MacroEdgeDirective +) from .macro_edge.helpers import get_type_at_macro_edge_target -from .macro_edge.directives import (MacroEdgeDirective, DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, - DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION) -from ..schema import _check_for_nondefault_directive_names from .macro_expansion import expand_macros_in_query_ast -from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError MacroRegistry = namedtuple( From 3678436aed4c7abc5cbb9f7fd2b2006fc53a852d Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 7 Aug 2019 16:41:48 -0400 Subject: [PATCH 75/91] Integrate AST helpers refactor. --- graphql_compiler/macros/__init__.py | 2 +- graphql_compiler/macros/macro_edge/helpers.py | 432 ------------------ .../macros/macro_edge/validation.py | 3 +- graphql_compiler/macros/macro_expansion.py | 7 +- 4 files changed, 6 insertions(+), 438 deletions(-) delete mode 100644 graphql_compiler/macros/macro_edge/helpers.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 37d3d9865..84d53d68e 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -21,7 +21,7 @@ DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDirective ) -from .macro_edge.helpers import get_type_at_macro_edge_target +from .macro_edge.ast_traversal import get_type_at_macro_edge_target from .macro_expansion import expand_macros_in_query_ast diff --git a/graphql_compiler/macros/macro_edge/helpers.py b/graphql_compiler/macros/macro_edge/helpers.py deleted file mode 100644 index ae3e7d92e..000000000 --- a/graphql_compiler/macros/macro_edge/helpers.py +++ /dev/null @@ -1,432 +0,0 @@ -# Copyright 2019-present Kensho Technologies, LLC. -from copy import copy - -from graphql import GraphQLList -from graphql.language.ast import ( - Argument, Field, InlineFragment, ListValue, Name, OperationDefinition, SelectionSet, - StringValue -) - -from ...ast_manipulation import get_ast_field_name -from ...compiler.helpers import ( - get_field_type_from_schema, get_parameter_name, get_vertex_field_type, is_runtime_parameter, - is_tagged_parameter -) -from ...schema import FilterDirective, TagDirective -from ..macro_edge.directives import MacroEdgeTargetDirective - - -def _yield_ast_nodes_with_directives(ast): - """Get the AST objects where directives appear, anywhere in the given AST. - - Args: - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - - Returns: - Iterable[Tuple[AST object, Directive]], where each tuple describes an AST node together with - the directive it contains. If an AST node contains multiple directives, the AST node will be - returned as part of multiple tuples, in no particular order. - """ - for directive in ast.directives: - yield (ast, directive) - - if isinstance(ast, (Field, InlineFragment, OperationDefinition)): - if ast.selection_set is not None: - for sub_selection_set in ast.selection_set.selections: - # TODO(predrag): When we make the compiler py3-only, use a "yield from" here. - for entry in _yield_ast_nodes_with_directives(sub_selection_set): - yield entry - else: - raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) - - -def get_directives_for_ast(ast): - """Return a dict of directive name -> list of (ast, directive) where that directive is used. - - Args: - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - - Returns: - Dict[str, List[Tuple[AST object, Directive]]], allowing the user to find the instances - in this AST object where a directive with a given name appears; for each of those instances, - we record and return the AST object where the directive was applied, together with the AST - Directive object describing it together with any arguments that might have been supplied. - """ - result = {} - - for ast, directive in _yield_ast_nodes_with_directives(ast): - directive_name = directive.name.value - result.setdefault(directive_name, []).append((ast, directive)) - - return result - - -def get_all_tag_names(ast): - """Return a set of strings containing tag names that appear in the query. - - Args: - ast: GraphQL query AST object - - Returns: - set of strings containing tag names that appear in the query - """ - return { - # Schema validation has ensured this exists - directive.arguments[0].value.value - for ast, directive in _yield_ast_nodes_with_directives(ast) - if directive.name.value == TagDirective.name - } - - -def _replace_tag_names_in_tag_directive(name_change_map, tag_directive): - """Return the new directive, and whether it is different from the old. - - Args: - name_change_map: Dict[str, str] mapping tag names to new names - tag_directive: GraphQL library tag directive whose name is in the name_change_map. - This ast is not mutated. - - Returns: - tuple containing: - - GraphQL library directive, equivalent to the input one, with its name changed - according to the name_change_map - - bool, whether the output is different from the input - """ - # Schema validation has ensured this exists - current_name = tag_directive.arguments[0].value.value - new_name = name_change_map[current_name] - renamed_tag_directive = copy(tag_directive) - renamed_tag_directive.arguments = [Argument(Name('tag_name'), StringValue(new_name))] - return renamed_tag_directive, new_name != current_name - - -def _replace_tag_names_in_filter_directive(name_change_map, filter_directive, ast): - """Return the new directive, and whether it is different from the old. - - Args: - name_change_map: Dict[str, str] mapping tag names to new names - filter_directive: GraphQL library filter directive that potentially uses tagged parameters. - all such tagged parameters should be in the name_change_map. This - directive is not mutated. - ast: Ast where the filter directive was found. Only used for context in error messages. - - Returns: - tuple containing: - - GraphQL library directive, equivalent to the input one, with any tagged parameters it - uses replaced according to the name_change_map - - bool, whether the output is different from the input - """ - made_changes = False - filter_with_renamed_args = copy(filter_directive) - filter_with_renamed_args.arguments = [] - for argument in filter_directive.arguments: - if argument.name.value == 'op_name': - filter_with_renamed_args.arguments.append(argument) - elif argument.name.value == 'value': - new_value_list = [] - for value in argument.value.values: - parameter = value.value - if is_tagged_parameter(parameter): - current_name = get_parameter_name(parameter) - new_name = name_change_map[current_name] - if new_name != current_name: - made_changes = True - new_value_list.append(StringValue('%' + new_name)) - elif is_runtime_parameter(parameter): - new_value_list.append(value) - else: - raise AssertionError(u'Parameter {} used in directive {} is expected to ' - u'be a tagged parameter (starting with %) or a runtime ' - u'parameter (starting with $), but it was neither. {}' - .format(parameter, filter_directive, ast)) - filter_with_renamed_args.arguments.append( - Argument(Name('value'), value=ListValue(new_value_list))) - else: - raise AssertionError(u'Unknown argument name {} in filter {}: {}' - .format(argument.name.value, filter_directive, ast)) - return filter_with_renamed_args, made_changes - - -def _replace_tag_names_at_current_node(name_change_map, ast): - """Return directives with tag names replaced according to the name_change_map. - - Args: - name_change_map: Dict[str, str] mapping all tag names in the ast to new names - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - whose directives we want to replace tag names in. This ast is not mutated. - - Returns: - tuple containing: - - list of directives equivalent to the ones in the input ast, with all tag names replaced - according to the name_change_map. - - bool, whether the output is different from the input - """ - # Rename tag names in @tag and @filter directives, and record if we made changes - made_changes = False - new_directives = [] - for directive in ast.directives: - if directive.name.value == TagDirective.name: - renamed_tag_directive, made_changes_to_tag = _replace_tag_names_in_tag_directive( - name_change_map, directive) - made_changes = made_changes or made_changes_to_tag - new_directives.append(renamed_tag_directive) - elif directive.name.value == FilterDirective.name: - filter_with_renamed_args, made_changes_to_filter = ( - _replace_tag_names_in_filter_directive(name_change_map, directive, ast)) - made_changes = made_changes or made_changes_to_filter - new_directives.append(filter_with_renamed_args) - else: - new_directives.append(directive) - return new_directives, made_changes - - -def replace_tag_names(name_change_map, ast): - """Return a new ast with tag names replaced according to the name_change_map. - - Args: - name_change_map: Dict[str, str] mapping all tag names in the ast to new names - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - This ast is not mutated. - - Returns: - GraphQL library AST object, equivalent to the input one, with all tag names replaced - according to the name_change_map. If no changes were made, this is the same object - as the input. - """ - if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): - return ast - - made_changes = False - - # Recurse - new_selection_set = None - if ast.selection_set is not None: - new_selections = [] - for selection_ast in ast.selection_set.selections: - new_selection_ast = replace_tag_names(name_change_map, selection_ast) - - if selection_ast is not new_selection_ast: - # Since we did not get the exact same object as the input, changes were made. - # That means this call will also need to make changes and return a new object. - made_changes = True - - new_selections.append(new_selection_ast) - new_selection_set = SelectionSet(new_selections) - - # Process the current node - new_directives, made_changes_at_this_node = _replace_tag_names_at_current_node( - name_change_map, ast) - made_changes = made_changes or made_changes_at_this_node - - if not made_changes: - # We didn't change anything, return the original input object. - return ast - - new_ast = copy(ast) - new_ast.selection_set = new_selection_set - new_ast.directives = new_directives - return new_ast - - -def generate_disambiguations(existing_names, new_names): - """Return a dict mapping the new names to similar names not conflicting with existing names. - - Args: - existing_names: set of strings, the names that are already taken - new_names: set of strings, the names that might coincide with exisitng names - - Returns: - dict mapping the new names to other unique names not present in existing_names - """ - name_mapping = dict() - for name in new_names: - # We try adding different suffixes to disambiguate from the existing names. - disambiguation = name - index = 0 - while disambiguation in existing_names or disambiguation in name_mapping: - disambiguation = '{}_macro_edge_{}'.format(name, index) - index += 1 - name_mapping[name] = disambiguation - return name_mapping - - -def remove_directives_from_ast(ast, directive_names_to_omit): - """Return an equivalent AST to the input, but with instances of the named directives omitted. - - Args: - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - directive_names_to_omit: set of strings describing the names of the directives to omit - - Returns: - GraphQL library AST object, equivalent to the input one, with all instances of - the named directives omitted. If the specified directives do not appear in the input AST, - the returned object is the exact same object as the input. - """ - if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): - return ast - - made_changes = False - - new_selection_set = None - if ast.selection_set is not None: - new_selections = [] - for selection_ast in ast.selection_set.selections: - new_selection_ast = remove_directives_from_ast(selection_ast, directive_names_to_omit) - - if selection_ast is not new_selection_ast: - # Since we did not get the exact same object as the input, changes were made. - # That means this call will also need to make changes and return a new object. - made_changes = True - - new_selections.append(new_selection_ast) - new_selection_set = SelectionSet(new_selections) - - directives_to_keep = [ - directive - for directive in ast.directives - if directive.name.value not in directive_names_to_omit - ] - if len(directives_to_keep) != len(ast.directives): - made_changes = True - - if not made_changes: - # We didn't change anything, return the original input object. - return ast - - new_ast = copy(ast) - new_ast.selection_set = new_selection_set - new_ast.directives = directives_to_keep - return new_ast - - -def find_target_and_copy_path_to_it(ast): - """Copy the AST objects on the path to the target, returning it and the target AST. - - This function makes it easy to change the AST at the @target directive without mutating the - original object or doing a deepcopy. - - Args: - ast: GraphQL library AST object - - Returns: - tuple containing: - - GraphQL library AST object equal to the input. Objects on the path to the @target - directive are shallow copied. - - GraphQL library AST object at the @target directive of the resulting AST, or None - if there was no @target directive in the AST. - """ - # Base case - for directive in ast.directives: - if directive.name.value == MacroEdgeTargetDirective.name: - target_ast = copy(ast) - return target_ast, target_ast - - # Recurse - new_selections = [] - target_ast = None - if isinstance(ast, (Field, InlineFragment, OperationDefinition)): - if ast.selection_set is not None: - for selection in ast.selection_set.selections: - new_selection, possible_target_ast = find_target_and_copy_path_to_it(selection) - new_selections.append(new_selection) - if possible_target_ast is not None: - target_ast = possible_target_ast - else: - raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) - - if target_ast is None: - return ast, None - else: - new_ast = copy(ast) - new_ast.selection_set = SelectionSet(new_selections) - return new_ast, target_ast - - -def _get_type_at_macro_edge_target_using_current_type(schema, ast, current_type): - """Return type at the @macro_edge_target or None if there is no target.""" - # Base case - for directive in ast.directives: - if directive.name.value == MacroEdgeTargetDirective.name: - return current_type - - if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): - raise AssertionError(u'Unexpected AST type received: {} {}'.format(type(ast), ast)) - - # Recurse - if ast.selection_set is not None: - for selection in ast.selection_set.selections: - type_in_selection = None - if isinstance(selection, Field): - if selection.selection_set is not None: - type_in_selection = get_vertex_field_type( - current_type, selection.name.value) - elif isinstance(selection, InlineFragment): - type_in_selection = schema.get_type(selection.type_condition.name.value) - else: - raise AssertionError(u'Unexpected selection type received: {} {}' - .format(type(selection), selection)) - - if type_in_selection is not None: - type_at_target = _get_type_at_macro_edge_target_using_current_type( - schema, selection, type_in_selection) - if type_at_target is not None: - return type_at_target - - return None # Didn't find target - - -def get_type_at_macro_edge_target(schema, ast): - """Return the GraphQL type at the @macro_edge_target or None if there is no target.""" - root_type = get_ast_field_name(ast) - root_schema_type = get_field_type_from_schema(schema.get_query_type(), root_type) - - # Allow list types at the query root in the schema. - if isinstance(root_schema_type, GraphQLList): - root_schema_type = root_schema_type.of_type - - return _get_type_at_macro_edge_target_using_current_type(schema, ast, root_schema_type) - - -def omit_ast_from_ast_selections(ast, ast_to_omit): - """Return an equivalent AST to the input, but with the specified AST omitted if it appears. - - Args: - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - ast_to_omit: GraphQL library AST object, the *exact same* object that should be omitted. - This function uses reference equality, since deep equality can get expensive. - - Returns: - GraphQL library AST object, equivalent to the input one, with all instances of - the specified AST omitted. If the specified AST does not appear in the input AST, - the returned object is the exact same object as the input. - """ - if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): - return ast - - if ast.selection_set is None: - return ast - - made_changes = False - - selections_to_keep = [] - for selection_ast in ast.selection_set.selections: - if selection_ast is ast_to_omit: - # Drop the current selection. - made_changes = True - else: - new_selection_ast = omit_ast_from_ast_selections(selection_ast, ast_to_omit) - if new_selection_ast is not selection_ast: - # The current selection contained the AST to omit, and was altered as a result. - made_changes = True - selections_to_keep.append(new_selection_ast) - - if not made_changes: - return ast - - new_ast = copy(ast) - if not selections_to_keep: - new_ast.selection_set = None - else: - new_ast.selection_set = SelectionSet(selections_to_keep) - - return new_ast diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index c7575168d..9c5c66bf1 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -20,7 +20,8 @@ DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) -from .helpers import get_directives_for_ast, remove_directives_from_ast +from .ast_rewriting import remove_directives_from_ast +from .ast_traversal import get_directives_for_ast def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 991c15fd6..686b778fd 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -13,10 +13,9 @@ from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.helpers import ( - find_target_and_copy_path_to_it, generate_disambiguations, get_all_tag_names, - get_type_at_macro_edge_target, replace_tag_names -) +from .macro_edge.name_generation import generate_disambiguations +from .macro_edge.ast_rewriting import find_target_and_copy_path_to_it, replace_tag_names +from .macro_edge.ast_traversal import get_all_tag_names, get_type_at_macro_edge_target def _merge_non_overlapping_dicts(merge_target, new_data): From 2f59a36f71b6329a8404528d61759afce048bb97 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 7 Aug 2019 18:06:32 -0400 Subject: [PATCH 76/91] Delint. --- graphql_compiler/macros/__init__.py | 2 +- graphql_compiler/macros/macro_edge/validation.py | 4 ++-- graphql_compiler/macros/macro_expansion.py | 4 ++-- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 84d53d68e..27c12bac7 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -17,11 +17,11 @@ from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError from ..schema import _check_for_nondefault_directive_names from .macro_edge import make_macro_edge_descriptor +from .macro_edge.ast_traversal import get_type_at_macro_edge_target from .macro_edge.directives import ( DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDirective ) -from .macro_edge.ast_traversal import get_type_at_macro_edge_target from .macro_expansion import expand_macros_in_query_ast diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 9c5c66bf1..d75c5c5d7 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -16,12 +16,12 @@ from ...exceptions import GraphQLInvalidMacroError from ...query_formatting.common import ensure_arguments_are_provided from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name +from .ast_rewriting import remove_directives_from_ast +from .ast_traversal import get_directives_for_ast from .directives import ( DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MACRO_EDGE_DIRECTIVES, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective ) -from .ast_rewriting import remove_directives_from_ast -from .ast_traversal import get_directives_for_ast def _validate_macro_ast_with_macro_directives(schema, ast, macro_directives): diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 686b778fd..deb1c3797 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -12,10 +12,10 @@ from ..compiler.helpers import get_uniquely_named_objects_by_name, get_vertex_field_type from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name -from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.name_generation import generate_disambiguations from .macro_edge.ast_rewriting import find_target_and_copy_path_to_it, replace_tag_names from .macro_edge.ast_traversal import get_all_tag_names, get_type_at_macro_edge_target +from .macro_edge.directives import MacroEdgeTargetDirective +from .macro_edge.name_generation import generate_disambiguations def _merge_non_overlapping_dicts(merge_target, new_data): From e474fd427a925a99e31ee4895170dd8368f93b9b Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 26 Aug 2019 15:25:58 -0400 Subject: [PATCH 77/91] Fix cross-module import. Allow deprecated directive. --- .../compiler/compiler_frontend.py | 83 +---------------- graphql_compiler/compiler/validation.py | 92 +++++++++++++++++++ graphql_compiler/macros/__init__.py | 4 +- 3 files changed, 97 insertions(+), 82 deletions(-) create mode 100644 graphql_compiler/compiler/validation.py diff --git a/graphql_compiler/compiler/compiler_frontend.py b/graphql_compiler/compiler/compiler_frontend.py index df9207eeb..c35bbb259 100644 --- a/graphql_compiler/compiler/compiler_frontend.py +++ b/graphql_compiler/compiler/compiler_frontend.py @@ -65,15 +65,13 @@ GraphQLInt, GraphQLInterfaceType, GraphQLList, GraphQLObjectType, GraphQLUnionType ) from graphql.language.ast import Field, InlineFragment -from graphql.validation import validate -import six from . import blocks, expressions from ..ast_manipulation import ( get_ast_field_name, get_only_query_definition, get_only_selection_from_ast, safe_parse_graphql ) from ..exceptions import GraphQLCompilationError, GraphQLValidationError -from ..schema import COUNT_META_FIELD_NAME, DIRECTIVES, is_vertex_field_name +from ..schema import COUNT_META_FIELD_NAME, is_vertex_field_name from .context_helpers import ( get_context_fold_info, get_optional_scope_or_none, has_encountered_output_source, has_fold_count_filter, is_in_fold_innermost_scope, is_in_fold_scope, is_in_optional_scope, @@ -93,6 +91,7 @@ is_tagged_parameter, strip_non_null_from_type, validate_output_name, validate_safe_string ) from .metadata import LocationInfo, OutputInfo, QueryMetadataTable, RecurseInfo, TagInfo +from .validation import validate_schema_and_query_ast # LocationStackEntry contains the following: @@ -943,82 +942,6 @@ def _compile_output_step(query_metadata_table): return blocks.ConstructResult(output_fields) -def _validate_schema_and_ast(schema, ast): - """Validate the supplied graphql schema and ast. - - This method wraps around graphql-core's validation to enforce a stricter requirement of the - schema -- all directives supported by the compiler must be declared by the schema, regardless of - whether each directive is used in the query or not. - - Args: - schema: GraphQL schema object, created using the GraphQL library - ast: abstract syntax tree representation of a graphql query - - Returns: - list containing schema and/or query validation errors - """ - core_graphql_errors = validate(schema, ast) - - # The following directives appear in the core-graphql library, but are not supported by the - # graphql compiler. - unsupported_default_directives = frozenset([ - frozenset([ - 'include', - frozenset(['FIELD', 'FRAGMENT_SPREAD', 'INLINE_FRAGMENT']), - frozenset(['if']) - ]), - frozenset([ - 'skip', - frozenset(['FIELD', 'FRAGMENT_SPREAD', 'INLINE_FRAGMENT']), - frozenset(['if']) - ]), - frozenset([ - 'deprecated', - frozenset(['ENUM_VALUE', 'FIELD_DEFINITION']), - frozenset(['reason']) - ]) - ]) - - # Directives expected by the graphql compiler. - expected_directives = { - frozenset([ - directive.name, - frozenset(directive.locations), - frozenset(six.viewkeys(directive.args)) - ]) - for directive in DIRECTIVES - } - - # Directives provided in the parsed graphql schema. - actual_directives = { - frozenset([ - directive.name, - frozenset(directive.locations), - frozenset(six.viewkeys(directive.args)) - ]) - for directive in schema.get_directives() - } - - # Directives missing from the actual directives provided. - missing_directives = expected_directives - actual_directives - if missing_directives: - missing_message = (u'The following directives were missing from the ' - u'provided schema: {}'.format(missing_directives)) - core_graphql_errors.append(missing_message) - - # Directives that are not specified by the core graphql library. Note that Graphql-core - # automatically injects default directives into the schema, regardless of whether - # the schema supports said directives. Hence, while the directives contained in - # unsupported_default_directives are incompatible with the graphql-compiler, we allow them to - # be present in the parsed schema string. - extra_directives = actual_directives - expected_directives - unsupported_default_directives - if extra_directives: - extra_message = (u'The following directives were supplied in the given schema, but are not ' - u'not supported by the GraphQL compiler: {}'.format(extra_directives)) - core_graphql_errors.append(extra_message) - - return core_graphql_errors - ############## # Public API # ############## @@ -1064,7 +987,7 @@ def ast_to_ir(schema, ast, type_equivalence_hints=None): In the case of implementation bugs, could also raise ValueError, TypeError, or AssertionError. """ - validation_errors = _validate_schema_and_ast(schema, ast) + validation_errors = validate_schema_and_query_ast(schema, ast) if validation_errors: raise GraphQLValidationError(u'String does not validate: {}'.format(validation_errors)) diff --git a/graphql_compiler/compiler/validation.py b/graphql_compiler/compiler/validation.py new file mode 100644 index 000000000..aa345f812 --- /dev/null +++ b/graphql_compiler/compiler/validation.py @@ -0,0 +1,92 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from graphql.validation import validate +import six + +from ..schema import DIRECTIVES + + +def validate_schema_and_query_ast(schema, query_ast): + """Validate the supplied GraphQL schema and query_ast. + + This method wraps around graphql-core's validation to enforce a stricter requirement of the + schema -- all directives supported by the compiler must be declared by the schema, regardless of + whether each directive is used in the query or not. + + Args: + schema: GraphQL schema object, created using the GraphQL library + query_ast: abstract syntax tree representation of a GraphQL query + + Returns: + list containing schema and/or query validation errors + """ + core_graphql_errors = validate(schema, query_ast) + + # The following directives appear in the core-graphql library, but are not supported by the + # GraphQL compiler. + unsupported_default_directives = frozenset([ + frozenset([ + 'include', + frozenset(['FIELD', 'FRAGMENT_SPREAD', 'INLINE_FRAGMENT']), + frozenset(['if']) + ]), + frozenset([ + 'skip', + frozenset(['FIELD', 'FRAGMENT_SPREAD', 'INLINE_FRAGMENT']), + frozenset(['if']) + ]) + ]) + + # This directive is supported and ignored by the compiler, since it is meant as an indication + # to the user that a field should not be used. + supported_default_directive = frozenset([ + frozenset([ + 'deprecated', + frozenset(['FIELD_DEFINITION', 'ENUM_VALUE']), + frozenset(['reason']) + ]) + ]) + + # Directives expected by the graphql compiler. + expected_directives = { + frozenset([ + directive.name, + frozenset(directive.locations), + frozenset(six.viewkeys(directive.args)) + ]) + for directive in DIRECTIVES + } + + # Directives provided in the parsed graphql schema. + actual_directives = { + frozenset([ + directive.name, + frozenset(directive.locations), + frozenset(six.viewkeys(directive.args)) + ]) + for directive in schema.get_directives() + } + + # Directives missing from the actual directives provided. + missing_directives = expected_directives - actual_directives + if missing_directives: + missing_message = (u'The following directives were missing from the ' + u'provided schema: {}'.format(missing_directives)) + core_graphql_errors.append(missing_message) + + # Directives that are not specified by the core graphql library. Note that Graphql-core + # automatically injects default directives into the schema, regardless of whether + # the schema supports said directives. Hence, while the directives contained in + # unsupported_default_directives are incompatible with the graphql-compiler, we allow them to + # be present in the parsed schema string. + extra_directives = ( + actual_directives - + expected_directives - + unsupported_default_directives - + supported_default_directive + ) + if extra_directives: + extra_message = (u'The following directives were supplied in the given schema, but are not ' + u'not supported by the GraphQL compiler: {}'.format(extra_directives)) + core_graphql_errors.append(extra_message) + + return core_graphql_errors diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 27c12bac7..dc1e7853e 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -13,7 +13,7 @@ import six from ..ast_manipulation import safe_parse_graphql -from ..compiler.compiler_frontend import validate_schema_and_ast +from ..compiler.validation import validate_schema_and_query_ast from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError from ..schema import _check_for_nondefault_directive_names from .macro_edge import make_macro_edge_descriptor @@ -218,7 +218,7 @@ def perform_macro_expansion(macro_registry, graphql_with_macro, graphql_args): """ query_ast = safe_parse_graphql(graphql_with_macro) schema_with_macros = get_schema_with_macros(macro_registry) - validation_errors = validate_schema_and_ast(schema_with_macros, query_ast) + validation_errors = validate_schema_and_query_ast(schema_with_macros, query_ast) if validation_errors: raise GraphQLValidationError(u'The provided GraphQL input does not validate: {} {}' .format(graphql_with_macro, validation_errors)) From 6fcf0e0a20d658ecdcf79941aaebc3763d4870c7 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 26 Aug 2019 17:34:28 -0400 Subject: [PATCH 78/91] Refactor validation, adding stricter checks and better error messages. --- graphql_compiler/macros/__init__.py | 131 ++++++++++----- .../macros/macro_edge/__init__.py | 16 +- .../macros/macro_edge/descriptor.py | 23 ++- .../macros/macro_edge/expansion.py | 0 .../macros/macro_edge/validation.py | 51 ++++-- graphql_compiler/macros/macro_expansion.py | 29 ++-- graphql_compiler/schema/__init__.py | 2 +- .../snap_test_orientdb_match_query.py | 152 +++++++++--------- .../tests/test_macro_validation.py | 83 +++++----- 9 files changed, 279 insertions(+), 208 deletions(-) create mode 100644 graphql_compiler/macros/macro_edge/expansion.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index dc1e7853e..e41f76b38 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -13,9 +13,10 @@ import six from ..ast_manipulation import safe_parse_graphql +from ..compiler.subclass import compute_subclass_sets from ..compiler.validation import validate_schema_and_query_ast from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError -from ..schema import _check_for_nondefault_directive_names +from ..schema import check_for_nondefault_directive_names from .macro_edge import make_macro_edge_descriptor from .macro_edge.ast_traversal import get_type_at_macro_edge_target from .macro_edge.directives import ( @@ -47,14 +48,19 @@ # ***** 'type_equivalence_hints', - # Optional dict mapping class names to the set of its subclass names. + # Dict[str, Set[str]] mapping class names to the set of its subclass names. # A class in this context means the name of a GraphQLObjectType, # GraphQLUnionType or GraphQLInterface. 'subclass_sets', + # List[MacroEdgeDescriptor] containing all defined macro edges + 'macro_edges', + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: # class name -> (macro edge name -> MacroEdgeDescriptor) - 'macro_edges', + # If a given macro edge is defined on a class X which has subclasses A and B, + # then this dict will contain entries for that macro edge for all of [X, A, B]. + 'macro_edges_at_class', # Any other macro types we may add in the future go here. ) @@ -63,11 +69,72 @@ def create_macro_registry(schema, type_equivalence_hints=None, subclass_sets=None): """Create and return a new empty macro registry.""" + if subclass_sets is None: + subclass_sets = compute_subclass_sets(schema, type_equivalence_hints=type_equivalence_hints) + return MacroRegistry( schema_without_macros=schema, type_equivalence_hints=type_equivalence_hints, subclass_sets=subclass_sets, - macro_edges=dict()) + macro_edges=list(), + macro_edges_at_class=dict()) + + +def _check_macro_edge_for_definition_conflicts(macro_registry, base_class_name, macro_edge_name): + """Ensure that the macro edge on the specified class does not cause any definition conflicts.""" + # There are two kinds of conflicts that we check for: + # - defining this macro edge would not conflict with any macro edges that already exist + # at the same type or at a superclass of the base class of the macro; and + # - defining this macro edge would not cause any subclass of the base class of the macro + # to have a conflicting definition for any of its fields originating from prior + # macro edge definitions. + # We check for both of them simultaneously, by ensuring that none of the subclasses of the + # base class name have a macro edge by the specified name. + subclasses = macro_registry.subclass_sets[base_class_name] + if base_class_name not in subclasses: + raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' + u'subclass_sets value is incorrectly constructed: {} {} {}' + .format(base_class_name, subclasses, macro_registry.subclass_sets)) + + for subclass_name in subclasses: + existing_descriptor = macro_registry.macro_edges_at_class.get( + subclass_name, dict()).get(macro_edge_name, None) + if existing_descriptor is not None: + extra_error_text = u'' + conflict_on_class_name = existing_descriptor.base_class_name + if conflict_on_class_name != base_class_name: + # The existing descriptor is defined elsewhere. Let's figure out if it's a subclass + # or a superclass conflict. + if base_class_name in macro_registry.subclass_sets[conflict_on_class_name]: + relationship = 'supertype' + elif conflict_on_class_name in macro_registry.subclass_sets[base_class_name]: + relationship = 'subtype' + else: + raise AssertionError(u'Conflict between two macro edges defined on types that ' + u'are not each other\'s supertype: {} {} {}' + .format(base_class_name, macro_edge_name, macro_registry)) + + extra_error_text = ( + u' (a {relationship} of {current_type})' + ).format( + relationship=relationship, + current_type=base_class_name, + ) + + raise GraphQLInvalidMacroError( + u'A macro edge with name {edge_name} cannot be defined on type {current_type} due ' + u'to a conflict with another macro edge with the same name defined ' + u'on type {original_type}{extra_error_text}.' + u'Cannot define this conflicting macro, please verify ' + u'if the existing macro edge does what you want, or rename your macro ' + u'edge to avoid the conflict. Existing macro definition and args: ' + u'{macro_graphql} {macro_args}' + .format(edge_name=macro_edge_name, + current_type=base_class_name, + original_type=conflict_on_class_name, + extra_error_text=extra_error_text, + macro_graphql=print_ast(existing_descriptor.expansion_ast), + macro_args=existing_descriptor.macro_args)) def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): @@ -80,42 +147,23 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. """ - new_macro_edge_class_name, macro_edge_name, macro_descriptor = make_macro_edge_descriptor( - macro_registry.schema_without_macros, macro_edge_graphql, macro_edge_args, + # The below function will validate that the macro edge in question is valid in isolation, + # when considered only against the macro-less schema. After geting this result, + # we simply need to check the macro edge descriptor against other artifacts in the macro system + # that might also cause conflicts. + macro_descriptor = make_macro_edge_descriptor( + macro_registry.schema_without_macros, macro_registry.subclass_sets, + macro_edge_graphql, macro_edge_args, type_equivalence_hints=macro_registry.type_equivalence_hints) - # Ensure this new macro edge does not conflict with any previous descriptor. - macro_edges_for_class = macro_registry.macro_edges.get(new_macro_edge_class_name, dict()) - existing_descriptor = macro_edges_for_class.get(macro_edge_name, None) - - if existing_descriptor is not None: - raise AssertionError( - u'Attempting to redefine an already registered macro edge: ' - u'class {}, macro edge {}, new GraphQL descriptor {}, new args {}.' - .format(new_macro_edge_class_name, macro_edge_name, - macro_edge_graphql, macro_edge_args)) - # Ensure there's no conflict with macro edges defined on subclasses and superclasses. - class_sets_to_check = ( - ('subclass', macro_registry.subclass_sets[new_macro_edge_class_name]), - ('superclass', { - class_name - for class_name, class_subclasses in six.iteritems(macro_registry.subclass_sets) - if new_macro_edge_class_name in class_subclasses - }), - ) - for relationship, class_names in class_sets_to_check: - for class_name in class_names: - macros_on_class = macro_registry.macro_edges.get(class_name, dict()) - if macro_edge_name in macros_on_class: - raise GraphQLInvalidMacroError( - u'A macro edge with name {} already exists on {}, which is' - u'a {} of {}. new GraphQL descriptor {}, new args {}' - .format(macro_edge_name, class_name, relationship, - new_macro_edge_class_name, macro_edge_graphql, macro_edge_args)) + _check_macro_edge_for_definition_conflicts( + macro_registry, macro_descriptor.base_class_name, macro_descriptor.macro_edge_name) - macro_registry.macro_edges.setdefault( - new_macro_edge_class_name, dict())[macro_edge_name] = macro_descriptor + for subclass_name in macro_registry.subclass_sets[macro_descriptor.base_class_name]: + macro_registry.macro_edges_at_class.setdefault( + subclass_name, dict())[macro_descriptor.macro_edge_name] = macro_descriptor + macro_registry.macro_edges.append(macro_descriptor) def get_schema_with_macros(macro_registry): @@ -154,17 +202,16 @@ def get_schema_with_macros(macro_registry): if isinstance(definition, (ObjectTypeDefinition, InterfaceTypeDefinition)): definitions_by_name[definition.name.value] = definition - for macro_base_class_name, macros_for_base_class in six.iteritems(macro_registry.macro_edges): - for macro_edge_name, macro_edge_descriptor in six.iteritems(macros_for_base_class): + for class_name, macros_for_class in six.iteritems(macro_registry.macro_edges_at_class): + for macro_edge_name, macro_edge_descriptor in six.iteritems(macros_for_class): type_at_target = get_type_at_macro_edge_target( macro_registry.schema_without_macros, macro_edge_descriptor.expansion_ast) list_type_at_target = ListType(NamedType(Name(type_at_target.name))) arguments = [] directives = [Directive(Name(MacroEdgeDirective.name))] - for subclass in macro_registry.subclass_sets[macro_base_class_name]: - definitions_by_name[subclass].fields.append(FieldDefinition( - Name(macro_edge_name), arguments, list_type_at_target, directives=directives)) + definitions_by_name[class_name].fields.append(FieldDefinition( + Name(macro_edge_name), arguments, list_type_at_target, directives=directives)) return build_ast_schema(schema_ast) @@ -191,7 +238,7 @@ def get_schema_for_macro_definition(schema): """ macro_definition_schema = copy(schema) macro_definition_schema_directives = schema.get_directives() - _check_for_nondefault_directive_names(macro_definition_schema_directives) + check_for_nondefault_directive_names(macro_definition_schema_directives) macro_definition_schema_directives += DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION # Remove disallowed directives from directives list macro_definition_schema_directives = list(set(macro_definition_schema_directives) & diff --git a/graphql_compiler/macros/macro_edge/__init__.py b/graphql_compiler/macros/macro_edge/__init__.py index 2f46a7aa7..c25bb4446 100644 --- a/graphql_compiler/macros/macro_edge/__init__.py +++ b/graphql_compiler/macros/macro_edge/__init__.py @@ -4,12 +4,15 @@ from .validation import get_and_validate_macro_edge_info -def make_macro_edge_descriptor(schema, macro_edge_graphql, macro_edge_args, +def make_macro_edge_descriptor(schema, subclass_sets, macro_edge_graphql, macro_edge_args, type_equivalence_hints=None): - """Validate the GraphQL macro edge definition, and return it in a form suitable for storage. + """Validate the GraphQL macro edge definition, and return a MacroEdgeDescriptor describing it. Args: schema: GraphQL schema object, created using the GraphQL library + subclass_sets: Dict[str, Set[str]] mapping class names to the set of its subclass names. + A class in this context means the name of a GraphQLObjectType, + GraphQLUnionType or GraphQLInterface. macro_edge_graphql: string, GraphQL defining how the new macro edge should be expanded macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge requires in order to function. @@ -30,15 +33,14 @@ def make_macro_edge_descriptor(schema, macro_edge_graphql, macro_edge_args, ***** Returns: - tuple (class name, macro edge name, MacroEdgeDescriptor) suitable for inclusion into the - GraphQL macro registry + MacroEdgeDescriptor suitable for inclusion into the GraphQL macro registry """ root_ast = safe_parse_graphql(macro_edge_graphql) definition_ast = get_only_query_definition(root_ast, GraphQLInvalidMacroError) - class_name, macro_edge_name, macro_edge_descriptor = get_and_validate_macro_edge_info( - schema, definition_ast, macro_edge_args, + macro_edge_descriptor = get_and_validate_macro_edge_info( + schema, subclass_sets, definition_ast, macro_edge_args, type_equivalence_hints=type_equivalence_hints) - return class_name, macro_edge_name, macro_edge_descriptor + return macro_edge_descriptor diff --git a/graphql_compiler/macros/macro_edge/descriptor.py b/graphql_compiler/macros/macro_edge/descriptor.py index dd0f39ba5..e2561e63f 100644 --- a/graphql_compiler/macros/macro_edge/descriptor.py +++ b/graphql_compiler/macros/macro_edge/descriptor.py @@ -1,23 +1,32 @@ # Copyright 2019-present Kensho Technologies, LLC. from collections import namedtuple +from ...schema import is_vertex_field_name from .ast_rewriting import remove_directives_from_ast from .directives import MacroEdgeDefinitionDirective MacroEdgeDescriptor = namedtuple( 'MacroEdgeDescriptor', ( - 'expansion_ast', # GraphQL AST object defining how the macro edge - # should be expanded starting from its base type. The - # selections must be merged (on both endpoints of the - # macro edge) with the user-supplied GraphQL input. - 'macro_args', # Dict[str, Any] containing any arguments required by the macro + 'base_class_name', # str, name of GraphQL type where the macro edge is defined. + # The macro edge exists at this type and all of its subtypes. + 'macro_edge_name', # str, name of the vertex field corresponding to this macro edge. + # Should start with "out_" or "in_", per GraphQL compiler convention. + 'expansion_ast', # GraphQL AST object defining how the macro edge + # should be expanded starting from its base type. The + # selections must be merged (on both endpoints of the + # macro edge) with the user-supplied GraphQL input. + 'macro_args', # Dict[str, Any] containing any arguments required by the macro ) ) -def create_descriptor_from_ast_and_args(macro_definition_ast, macro_edge_args): +def create_descriptor_from_ast_and_args(class_name, macro_edge_name, + macro_definition_ast, macro_edge_args): """Remove macro edge definition directive, and return a MacroEdgeDescriptor.""" + if not is_vertex_field_name(macro_edge_name): + raise AssertionError(u'Received illegal macro edge name: {}'.format(macro_edge_name)) + directives_to_remove = {MacroEdgeDefinitionDirective} new_ast = remove_directives_from_ast(macro_definition_ast, directives_to_remove) - return MacroEdgeDescriptor(new_ast, macro_edge_args) + return MacroEdgeDescriptor(class_name, macro_edge_name, new_ast, macro_edge_args) diff --git a/graphql_compiler/macros/macro_edge/expansion.py b/graphql_compiler/macros/macro_edge/expansion.py new file mode 100644 index 000000000..e69de29bb diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 78eef47b7..68a61b646 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -138,7 +138,7 @@ def _validate_that_macro_edge_definition_is_only_top_level_field_directive(ast, get_human_friendly_ast_field_name(macro_defn_ast))) -def _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name): +def _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, macro_edge_name): """Ensure that the provided macro edge name is valid for the given class name.""" # The macro edge must be a valid edge name. if not is_vertex_field_name(macro_edge_name): @@ -147,13 +147,30 @@ def _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name u'the expected prefixes for vertex fields: {}' .format(macro_edge_name, list(VERTEX_FIELD_PREFIXES))) - # The macro edge must not have the same name as an existing edge on the class where it exists. - class_object = schema.get_type(class_name) - if macro_edge_name in class_object.fields: - raise GraphQLInvalidMacroError( - u'The provided macro edge name "{}" has the same name as an existing field on the ' - u'"{}" GraphQL type or interface. This is not allowed, please choose a different name.' - .format(macro_edge_name, class_name)) + # The macro edge must not have the same name as an existing edge on the class where it exists, + # or any of its subclasses. + subclasses = subclass_sets[class_name] + if class_name not in subclasses: + raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' + u'subclass_sets value is incorrectly constructed: {} {} {}' + .format(class_name, subclasses, subclass_sets)) + + for subclass_name in subclasses: + class_object = schema.get_type(class_name) + if macro_edge_name in class_object.fields: + extra_error_text = u'' + if subclass_name != class_name: + extra_error_text = ( + u'{} is a subclass of {}, which is where you attempted to define a macro edge' + .format(subclass_name, class_name) + ) + raise GraphQLInvalidMacroError( + u'The provided macro edge name "{edge_name}" has the same name as ' + u'an existing field on the "{subclass_name}" GraphQL type or interface. ' + u'{extra_error_text}' + u'This is not allowed, please choose a different name.' + .format(edge_name=macro_edge_name, subclass_name=subclass_name, + extra_error_text=extra_error_text)) def _get_minimal_query_ast_from_macro_ast(macro_ast): @@ -197,12 +214,15 @@ def _get_minimal_query_ast_from_macro_ast(macro_ast): # Public API # # ############ -def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, +def get_and_validate_macro_edge_info(schema, subclass_sets, ast, macro_edge_args, type_equivalence_hints=None): - """Return a tuple with the three parts of information that uniquely describe a macro edge. + """Return a MacroEdgeDescriptor for the specified macro edge, after ensuring its validity. Args: schema: GraphQL schema object, created using the GraphQL library + subclass_sets: Dict[str, Set[str]] mapping class names to the set of its subclass names. + A class in this context means the name of a GraphQLObjectType, + GraphQLUnionType or GraphQLInterface. ast: GraphQL library AST OperationDefinition object, describing the GraphQL that is defining the macro edge. macro_edge_args: dict mapping strings to any type, containing any arguments the macro edge @@ -224,8 +244,8 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, ***** Returns: - tuple (class name for macro, name of macro edge, MacroEdgeDescriptor), - where the first two values are strings and the last one is a MacroEdgeDescriptor object + MacroEdgeDescriptor containing the base type name where the macro edge is defined, the name + of the macro edge, and the macro AST and arguments. """ macro_directives = get_directives_for_ast(ast) @@ -249,8 +269,9 @@ def get_and_validate_macro_edge_info(schema, ast, macro_edge_args, class_name = get_ast_field_name(macro_defn_ast) macro_edge_name = get_only_element_from_collection(macro_defn_directive.arguments).value.value - _validate_macro_edge_name_for_class_name(schema, class_name, macro_edge_name) + _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, macro_edge_name) - descriptor = create_descriptor_from_ast_and_args(macro_defn_ast, macro_edge_args) + descriptor = create_descriptor_from_ast_and_args( + class_name, macro_edge_name, macro_defn_ast, macro_edge_args) - return class_name, macro_edge_name, descriptor + return descriptor diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index deb1c3797..05272018f 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -2,14 +2,15 @@ from copy import copy from itertools import chain -from graphql import GraphQLList from graphql.language.ast import InlineFragment, SelectionSet import six from ..ast_manipulation import ( get_ast_field_name, get_only_query_definition, get_only_selection_from_ast ) -from ..compiler.helpers import get_uniquely_named_objects_by_name, get_vertex_field_type +from ..compiler.helpers import ( + get_uniquely_named_objects_by_name, get_vertex_field_type, strip_non_null_and_list_from_type +) from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name from .macro_edge.ast_rewriting import find_target_and_copy_path_to_it, replace_tag_names @@ -263,8 +264,7 @@ def _check_that_expansion_directives_are_supported(macro_edge_field): directives_supported_at_macro_expansion)) -def _expand_macros_in_inner_ast(macro_registry, inherited_macro_edges, - current_schema_type, ast, query_args, tag_names): +def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args, tag_names): """Return (new_ast, new_query_args) containing the AST after macro expansion. Args: @@ -284,12 +284,13 @@ class name -> (macro edge name -> MacroEdgeDescriptor) """ schema = macro_registry.schema_without_macros subclass_sets = macro_registry.subclass_sets + macro_edges_at_this_class = macro_registry.macro_edges_at_class if ast.selection_set is None: # No macro expansion happens at this level if there are no selections. return ast, query_args - macro_edges_at_this_type = inherited_macro_edges.get(current_schema_type.name, dict()) + macro_edges_at_this_type = macro_edges_at_this_class.get(current_schema_type.name, dict()) made_changes = False new_selection_set = None @@ -303,7 +304,7 @@ class name -> (macro edge name -> MacroEdgeDescriptor) if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, inherited_macro_edges, vertex_field_type, + macro_registry, vertex_field_type, selection_ast, new_query_args, tag_names) else: field_name = get_ast_field_name(selection_ast) @@ -335,7 +336,7 @@ class name -> (macro edge name -> MacroEdgeDescriptor) # instead of reaching into the compiler.helpers module. vertex_field_type = get_vertex_field_type(current_schema_type, field_name) new_selection_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, inherited_macro_edges, vertex_field_type, + macro_registry, vertex_field_type, new_selection_ast, new_query_args, tag_names) if new_selection_ast is selection_ast and (selections_before or selections_after): @@ -386,20 +387,10 @@ def expand_macros_in_query_ast(macro_registry, query_ast, query_args): tag_names = get_all_tag_names(base_ast) # Allow list types at the query root in the schema. - if isinstance(base_start_type, GraphQLList): - base_start_type = base_start_type.of_type - - # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: - # class name -> (macro edge name -> MacroEdgeDescriptor) - inherited_macro_edges = {} - for superclass, subclass_set in six.iteritems(macro_registry.subclass_sets): - for subclass in subclass_set: - if superclass in macro_registry.macro_edges: - inherited_macro_edges.setdefault(subclass, dict()).update( - macro_registry.macro_edges[superclass]) + base_start_type = strip_non_null_and_list_from_type(base_start_type) new_base_ast, new_query_args = _expand_macros_in_inner_ast( - macro_registry, inherited_macro_edges, base_start_type, base_ast, query_args, tag_names) + macro_registry, base_start_type, base_ast, query_args, tag_names) if new_base_ast is base_ast: # No macro expansion happened. diff --git a/graphql_compiler/schema/__init__.py b/graphql_compiler/schema/__init__.py index 736fb187c..efd67570b 100644 --- a/graphql_compiler/schema/__init__.py +++ b/graphql_compiler/schema/__init__.py @@ -359,7 +359,7 @@ def insert_meta_fields_into_existing_schema(graphql_schema): type_obj.fields[meta_field_name] = meta_field -def _check_for_nondefault_directive_names(directives): +def check_for_nondefault_directive_names(directives): """Check if any user-created directives are present""" # Include compiler-supported directives, and the default directives GraphQL defines. expected_directive_names = { diff --git a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py index 15b64d168..e0e841945 100644 --- a/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py +++ b/graphql_compiler/tests/snapshot_tests/snapshots/snap_test_orientdb_match_query.py @@ -7,158 +7,158 @@ snapshots = Snapshot() -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_and_filter_with_tag 1'] = frozenset({(frozenset({('origin', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('related_name', 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'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', ('Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__1'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('animal_name', 'Dragon__2'), ('related_animal_species', ('Dragon', 'Dragon', 'Nazgul', 'Dragon'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)'), ('related_animal_species', ('Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Dragon', 'Pteranodon')), ('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', ('Hippogriff', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Pteranodon__11'), ('related_animal_species', ('Pteranodon', 'Nazgul', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__8')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__16')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Hippogriff', 'Nazgul', 'Nazgul', 'Dragon')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_species', ('Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__17')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('related_animal_species', ('Dragon', 'Hippogriff', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', ('Hippogriff', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Dragon', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__1')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_fold_traversal 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__3'), ('related_animal_species', ('Pteranodon', 'Hippogriff', 'Pteranodon', 'Pteranodon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Nazgul__3'), ('related_animal_species', ('Nazgul',))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__2')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__12')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Nazgul', 'Dragon')), ('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Dragon__11'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Hippogriff', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff')), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Nazgul__16'), ('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Dragon', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Dragon')), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon')), ('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Nazgul')), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Nazgul', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__18')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Dragon', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', ('Hippogriff', 'Pteranodon', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__16')}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Hippogriff', 'Nazgul', 'Nazgul', 'Dragon')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Dragon__4'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Hippogriff',)), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__13')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__8')}), 1), (frozenset({('related_animal_species', ('Hippogriff',)), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__14')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 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(frozenset({('animal_name', 'Nazgul__14'), ('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Nazgul', 'Hippogriff')), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('related_animal_species', ('Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 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'Dragon')), ('animal_name', 'Nazgul__6')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Pteranodon', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('related_animal_species', ('Pteranodon', 'Dragon'))}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)'), ('related_animal_species', ())}), 1), (frozenset({('animal_name', 'Hippogriff__19'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), 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(frozenset({('related_animal_species', ('Dragon',)), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)'), ('related_animal_species', ())}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Nazgul', 'Pteranodon', 'Hippogriff', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Pteranodon__1'), ('related_animal_species', ('Pteranodon',))}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__17')}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Dragon')), ('animal_name', 'Pteranodon__8')}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Nazgul', 'Pteranodon', 'Dragon', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('related_animal_species', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Dragon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Pteranodon', 'Pteranodon', 'Dragon', 'Pteranodon')), ('animal_name', 'Pteranodon__7')}), 1), (frozenset({('related_animal_species', ('Dragon', 'Hippogriff')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)'), ('related_animal_species', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('related_animal_species', ('Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('related_animal_species', ('Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('related_animal_species', ('Nazgul',))}), 1), (frozenset({('related_animal_species', ()), ('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('related_animal_species', ('Hippogriff',)), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__5'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Hippogriff__6'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__8'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__15'), ('related_animal_species', 'Pteranodon')}), 6), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__15'), ('related_animal_species', 'Hippogriff')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Hippogriff__10')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__12')}), 4), (frozenset({('animal_name', 'Nazgul__11'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__12')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Hippogriff__12'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)'), ('related_animal_species', 'Hippogriff')}), 7), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__16'), ('related_animal_species', 'Hippogriff')}), 7), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__0')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__16'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Nazgul__0'), ('related_animal_species', 'Nazgul')}), 5), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(11_4_6_7)')}), 2), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('animal_name', 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('animal_name', 'Pteranodon__9')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__7')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__2')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__1')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 9), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 5), (frozenset({('animal_name', 'Hippogriff__18'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Pteranodon')}), 8), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__7')}), 3), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__6')}), 2), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('related_animal_species', 'Nazgul')}), 7), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__11')}), 4), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__1')}), 6), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(0_17_2_7)')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__5')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__16')}), 8), (frozenset({('animal_name', 'Nazgul__5'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__14'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Pteranodon__7')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__2')}), 5), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__3'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__0')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__4')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__9')}), 5), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__17')}), 3), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__6')}), 5), (frozenset({('animal_name', 'Pteranodon__10'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__4')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__19'), ('related_animal_species', 'Hippogriff')}), 5)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_interface_within_optional_traversal 1'] = frozenset({(frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__5')}), 2), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__12')}), 4), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('animal_name', 'Nazgul__12'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('related_animal_species', 'Hippogriff')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(0_10_12_4)')}), 9), (frozenset({('animal_name', 'Dragon__6'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Dragon__13'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('animal_name', 'Dragon__0'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Dragon__4'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Hippogriff__1'), ('related_animal_species', 'Hippogriff')}), 5), (frozenset({('animal_name', 'Pteranodon__9'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__2')}), 7), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(11_5_7_8)')}), 3), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__1')}), 6), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__3')}), 3), (frozenset({('animal_name', 'Nazgul__4'), ('related_animal_species', 'Nazgul')}), 3), (frozenset({('animal_name', 'Dragon__1'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__7')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('related_animal_species', 'Pteranodon')}), 4), (frozenset({('animal_name', 'Nazgul__3'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)'), ('related_animal_species', 'Pteranodon')}), 1), (frozenset({('animal_name', 'Pteranodon__3'), ('related_animal_species', 'Pteranodon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), 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(frozenset({('animal_name', 'Dragon__11'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Nazgul__14'), ('related_animal_species', 'Nazgul')}), 6), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Pteranodon')}), 5), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__9'), ('related_animal_species', 'Nazgul')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('related_animal_species', 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(frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__18')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Dragon__16')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__13')}), 6), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__10')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('related_animal_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__3'), ('related_animal_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('related_animal_species', 'Hippogriff')}), 6), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__4')}), 4), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Hippogriff__18')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__0')}), 5), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('related_animal_species', 'Nazgul'), ('animal_name', 'Nazgul__10')}), 2), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Pteranodon__16'), ('related_animal_species', 'Pteranodon')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 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(frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__13'), ('related_animal_species', 'Nazgul')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('related_animal_species', 'Hippogriff'), ('animal_name', 'Hippogriff__6')}), 6), (frozenset({('related_animal_species', 'Pteranodon'), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('related_animal_species', 'Nazgul')}), 4), (frozenset({('animal_name', 'Dragon__12'), ('related_animal_species', 'Dragon')}), 4), (frozenset({('animal_name', 'Dragon__9'), ('related_animal_species', 'Dragon')}), 3), (frozenset({('related_animal_species', 'Dragon'), ('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('related_animal_species', 'Hippogriff')}), 3), (frozenset({('animal_name', 'Pteranodon__2'), ('related_animal_species', 'Dragon')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_coercion_on_union_within_fold_scope 1'] = frozenset({(frozenset({('name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('birth_events', ())}), 1), (frozenset({('name', 'Dragon__((13_14_8_9)_1_13_3)'), ('birth_events', ())}), 1), (frozenset({('name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('birth_events', ())}), 1), (frozenset({('name', 'Dragon__0'), ('birth_events', ())}), 1), (frozenset({('name', 'Hippogriff__8'), ('birth_events', ())}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)'), ('birth_events', ())}), 1), (frozenset({('name', 'Dragon__3'), ('birth_events', ())}), 1), (frozenset({('name', 'Dragon__19'), ('birth_events', ())}), 1), (frozenset({('name', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Dragon__3')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 4), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__12')}), 3), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__7')}), 2), (frozenset({('animal_name', 'Dragon__8')}), 3), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 2), (frozenset({('animal_name', 'Dragon__5')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Pteranodon__0')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 2), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__11')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Hippogriff__4')}), 2), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Hippogriff__12')}), 4), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 3), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 5), (frozenset({('animal_name', 'Hippogriff__1')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 3), (frozenset({('animal_name', 'Nazgul__1')}), 4), (frozenset({('animal_name', 'Dragon__3')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 3), (frozenset({('animal_name', 'Hippogriff__10')}), 2), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 5), (frozenset({('animal_name', 'Dragon__1')}), 2), (frozenset({('animal_name', 'Nazgul__0')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 3), (frozenset({('animal_name', 'Nazgul__16')}), 5), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 2), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 2), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('animal_name', 'Dragon__12')}), 3)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 5), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 3)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_traversal_equality 1'] = frozenset({(frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 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-snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 3), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_equality 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 2), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 3), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 2), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__2')}), 2), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 4), (frozenset({('animal_name', 'Nazgul__6')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Nazgul__4')}), 2), (frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Hippogriff__2')}), 2), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 4), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_filter_on_optional_variable_name_or_alias 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__16')}), 2), (frozenset({('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 2), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__2')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 4), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 2), (frozenset({('animal_name', 'Dragon__10')}), 2), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 2), (frozenset({('animal_name', 'Pteranodon__14')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 2), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 4), (frozenset({('animal_name', 'Nazgul__19')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__(0_12_15_17)'), ('sibling_and_self_names_list', ('Hippogriff__(0_12_15_17)', 'Hippogriff__(10_19_2_7)', 'Hippogriff__0', 'Hippogriff__19'))}), 1), (frozenset({('sibling_and_self_names_list', ('Nazgul__(11_5_7_8)', 'Nazgul__13', 'Nazgul__15', 'Nazgul__16')), ('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__4'), ('sibling_and_self_names_list', ('Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)', 'Nazgul__0', 'Nazgul__19', 'Nazgul__4'))}), 1), (frozenset({('animal_name', 'Hippogriff__7'), ('sibling_and_self_names_list', ('Hippogriff__10', 'Hippogriff__19', 'Hippogriff__2', 'Hippogriff__7'))}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('sibling_and_self_names_list', ('Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)', 'Hippogriff__1', 'Hippogriff__17', 'Hippogriff__18'))}), 1), (frozenset({('animal_name', 'Hippogriff__19'), ('sibling_and_self_names_list', ('Hippogriff__(0_12_15_17)', 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(frozenset({('animal_name', 'Pteranodon__(10_11_13_2)'), ('sibling_and_self_names_list', ('Pteranodon__(10_11_13_2)', 'Pteranodon__14', 'Pteranodon__19', 'Pteranodon__6'))}), 1), (frozenset({('animal_name', 'Nazgul__2'), ('sibling_and_self_names_list', ('Nazgul__((18_19_2_6)_1_19_6)', 'Nazgul__15', 'Nazgul__16', 'Nazgul__2'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_names_list', ('Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)', 'Pteranodon__((0_10_12_4)_12_19_5)', 'Pteranodon__10', 'Pteranodon__14'))}), 1), (frozenset({('animal_name', 'Hippogriff__6'), ('sibling_and_self_names_list', ('Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)', 'Hippogriff__13', 'Hippogriff__19', 'Hippogriff__6'))}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), 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('Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)', 'Dragon__10', 'Dragon__19', 'Dragon__8')), ('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__17'), ('sibling_and_self_names_list', ('Hippogriff__0', 'Hippogriff__12', 'Hippogriff__15', 'Hippogriff__17'))}), 1), (frozenset({('sibling_and_self_names_list', ('Dragon__18', 'Dragon__4', 'Dragon__5', 'Dragon__7')), ('animal_name', 'Dragon__18')}), 1), (frozenset({('sibling_and_self_names_list', ('Pteranodon__(10_11_13_2)', 'Pteranodon__14', 'Pteranodon__19', 'Pteranodon__6')), ('animal_name', 'Pteranodon__(10_11_13_2)')}), 1), (frozenset({('sibling_and_self_names_list', ('Pteranodon__0', 'Pteranodon__10', 'Pteranodon__12', 'Pteranodon__8')), ('animal_name', 'Pteranodon__8')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_fold_and_deep_traverse 1'] = frozenset({(frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__6')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__7')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__2'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__3')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__12')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__4')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__15'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Nazgul__0'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__19'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__3')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__14')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__5'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)'), ('sibling_and_self_species_list', ())}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__10'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)'), ('sibling_and_self_species_list', ())}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Hippogriff__13'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__17'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 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'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Hippogriff__3'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 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'Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__19'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__12')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('sibling_and_self_species_list', ()), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 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'Dragon__10'), ('parent_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Dragon__16'), ('parent_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('child_names_list', ('Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)', 'Dragon__((1_16_2_6)_0_15_6)', 'Dragon__10'))}), 1), (frozenset({('animal_name', 'Dragon__6'), ('parent_name', 'Dragon__(11_4_6_7)'), ('child_names_list', ())}), 1), (frozenset({('child_names_list', ('Hippogriff__(0_12_15_17)', 'Hippogriff__10', 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'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)'), ('animal_name', 'Nazgul__19'), ('child_names_list', ())}), 1), (frozenset({('parent_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('animal_name', 'Dragon__19'), ('child_names_list', ())}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)'), ('parent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('child_names_list', ('Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)', 'Dragon__10', 'Dragon__19', 'Dragon__8'))}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('child_names_list', 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('grandparent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('animal_name', 'Dragon__(1_16_2_6)'), ('grandchild_names_list', ())}), 1), (frozenset({('animal_name', 'Nazgul__14'), ('grandparent_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('animal_name', 'Pteranodon__11'), ('grandchild_names_list', ())}), 1), (frozenset({('animal_name', 'Hippogriff__3'), ('grandparent_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('grandchild_names_list', ())}), 1), (frozenset({('animal_name', 'Nazgul__19'), ('grandchild_names_list', ()), ('grandparent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('grandparent_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('grandchild_names_list', ()), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('grandparent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('animal_name', 'Dragon__10'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('grandchild_names_list', ()), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Pteranodon__16'), ('grandparent_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('grandchild_names_list', ('Dragon__1', 'Dragon__16', 'Dragon__2', 'Dragon__6')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_has_substring_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 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4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 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1), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_immediate_output 1'] = frozenset({(frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), 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'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_in_collection_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), 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(frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 3), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 10), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 11), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 8), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 11), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 19), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 5), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 6), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 7), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 7), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 5), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 6), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 5), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 6), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 18), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 10), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 7), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 11), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 7), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 19), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 10), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 5), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 5), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 2), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 19), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 8), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 7), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 5), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 9), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 7), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 5), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 7), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 6), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 18), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 5), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 19), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 16), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 8), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 10), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 5), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 3), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 10), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 2), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 5), (frozenset({('animal_name', 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'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_intersects_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 3), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 3), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 3), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 3), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 3), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 3), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 3), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 2), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 3), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 2), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 3), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 3), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 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'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)'))}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_multiple_outputs_in_same_fold 1'] = frozenset({(frozenset({('child_names_list', ()), ('animal_name', 'Dragon__4'), ('child_uuids_list', ())}), 1), (frozenset({('child_names_list', ('Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)', 'Dragon__16', 'Dragon__17', 'Dragon__18')), ('child_uuids_list', 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'Pteranodon__13', 'Pteranodon__14', 'Pteranodon__9', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)', 'Pteranodon__(0_10_12_8)', 'Pteranodon__9', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)', 'Pteranodon__(0_10_12_4)', 'Pteranodon__15', 'Pteranodon__9')), ('sibling_and_self_uuids_list', ('6b325d48-06c4-e109-c9a6-e611613f718d', 'a2b4d215-c3c5-707d-fe29-2238fbfbe602', 'f5b7751f-497e-28aa-ce03-a34da022dfee', 'afd4fc7b-ef20-8346-432f-b3088d56206d', '08c626a9-fee4-e6bc-bd6d-eb9245e695b1', '918ff358-2408-c3c2-c9d0-a7f400425fc6', 'efa2ce12-8c83-3848-11fb-a56e300a2187', 'afd4fc7b-ef20-8346-432f-b3088d56206d', 'ea951570-399b-cb79-61ba-fa39789c3c72', '2353d455-90bc-cb66-e063-14505d005716', '22a5a421-858d-a7da-ebc1-6f6979460978', 'afd4fc7b-ef20-8346-432f-b3088d56206d', '2e402534-6987-b052-7421-9d3ecdc39412', 'a2b4d215-c3c5-707d-fe29-2238fbfbe602', '6f446806-c137-8e75-627b-9de79ae445e0', 'afd4fc7b-ef20-8346-432f-b3088d56206d')), ('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)'), ('sibling_and_self_uuids_list', ('f4e35152-312c-d434-0b17-7efd054f0566', '45c55e39-881d-0ee1-9808-2cf303a769aa', 'ea8760aa-da4d-da76-6a34-bfb4e62a3fb5', '72f78920-dd75-16f5-58aa-03838dff06d2', 'ea8760aa-da4d-da76-6a34-bfb4e62a3fb5', '4202faf9-dceb-ef56-a31c-a36b059ebb2e', '5931c9b4-7061-46ff-becb-a4c8b2c92c12', '3008a519-ad83-0951-63ea-a00577f63854')), ('sibling_and_self_names_list', ('Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)', 'Dragon__14', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)', 'Dragon__10', 'Dragon__12', 'Dragon__2'))}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)'), ('sibling_and_self_uuids_list', ()), 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('f5fe0213-792e-cd75-55c3-6c3d5cbbc080', '30bcab0e-d857-0102-55d4-4936a1515607', 'a3e04b3b-756b-0715-e718-0322a4e695c9', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')), ('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__4'), ('sibling_and_self_names_list', ('Nazgul__0', 'Nazgul__13', 'Nazgul__4', 'Nazgul__9', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)', 'Nazgul__0', 'Nazgul__19', 'Nazgul__4', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)', 'Nazgul__13', 'Nazgul__4')), ('sibling_and_self_uuids_list', ('cfc6e625-8594-0927-468f-f53d864a7a50', '19086515-9cb0-17c1-8741-ae91acfebb4b', '11ebcd49-428a-1c22-d5fd-b76a19fbeb1d', '28fafd04-559b-5975-b2d6-50af313b32b7', '605dd4d6-0ecf-b95b-877a-2133f2ed33e1', 'cfc6e625-8594-0927-468f-f53d864a7a50', '6d316b4a-7f6b-8793-b318-ad4c1db2b452', '11ebcd49-428a-1c22-d5fd-b76a19fbeb1d', '116e8a64-29de-b984-c312-77fdeb83af16', 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(frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 8), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 16), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 16), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 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'Nazgul__(0_13_4_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 12), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 12), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 8), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 12), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 12), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 32), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 16), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 8), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 8), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 24), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 8), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 8), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 8), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 12), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 8), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 36), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 16), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 24), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 20), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 8), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 12), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 3), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 3), (frozenset({('animal_name', 'Hippogriff__18')}), 3), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Hippogriff__15')}), 3), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Nazgul__14')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 3), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__13')}), 5), (frozenset({('animal_name', 'Pteranodon__19')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 3), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 5), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__2')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 5), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 2), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__10')}), 7), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 6), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 4), (frozenset({('animal_name', 'Dragon__13')}), 2), (frozenset({('animal_name', 'Dragon__19')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Pteranodon__15')}), 2), (frozenset({('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 4), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 2), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_contains_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 3), (frozenset({('animal_name', 'Dragon__19')}), 3), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Nazgul__18')}), 3), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 6), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 2), (frozenset({('animal_name', 'Dragon__6')}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 5), (frozenset({('animal_name', 'Dragon__7')}), 4), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 5), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 2), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 2), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 3), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 3), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 3), (frozenset({('animal_name', 'Hippogriff__17')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Hippogriff__18')}), 3), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 'Pteranodon__0')}), 2), (frozenset({('animal_name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 7), (frozenset({('animal_name', 'Hippogriff__13')}), 4), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 4), (frozenset({('animal_name', 'Hippogriff__6')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 3), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 2), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 2), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 2), (frozenset({('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 2), (frozenset({('animal_name', 'Nazgul__19')}), 4), (frozenset({('animal_name', 'Pteranodon__9')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 3), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 2), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 2), (frozenset({('animal_name', 'Pteranodon__7')}), 2), (frozenset({('animal_name', 'Pteranodon__4')}), 2), (frozenset({('animal_name', 'Pteranodon__8')}), 2), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 5), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 2), (frozenset({('animal_name', 'Hippogriff__1')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 2), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 5), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 2), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_in_collection_op_filter_with_optional_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)')}), 4), (frozenset({('animal_name', 'Dragon__((((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)_17_5_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 4), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 12), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 15), (frozenset({('animal_name', 'Dragon__(13_14_8_9)')}), 4), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 7), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 4), (frozenset({('animal_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_(0_17_2_7)_3)')}), 4), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 3), (frozenset({('animal_name', 'Pteranodon__(10_11_13_2)')}), 8), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)')}), 3), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 15), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 11), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 8), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 4), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 11), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 11), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 4), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 6), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 15), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 4), (frozenset({('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 33), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 7), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 8), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 8), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 4), (frozenset({('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 4), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 11), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)_((0_12_15_17)_10_6_8)_16_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_4)')}), 31), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 4), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)')}), 8), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 12), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 14), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 4), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 4), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 24), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)')}), 16), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 16), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 11), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 4), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 4), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 11), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 12), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 4), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 4), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 12), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 4), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 12), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 20), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 8), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 8), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)')}), 4), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 4), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 7), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_12_19_5)')}), 8), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 4), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 7), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 15), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 15), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 7), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 4), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 4), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 8), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 7), (frozenset({('animal_name', 'Pteranodon__(((((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)_(0_10_12_4)_(10_11_15_3)_9)_((10_11_13_2)_14_19_6)_(10_11_15_3)_4)')}), 4), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_8)_(10_11_15_3)_7)')}), 4), (frozenset({('animal_name', 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'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_not_in_collection_op_filter_with_tag 1'] = frozenset({(frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 2), (frozenset({('animal_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 2), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 2), (frozenset({('animal_name', 'Hippogriff__(10_19_2_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 2), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 2), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 2), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 2), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 2), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 2), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 2), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 2), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)_13_5)')}), 2), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('animal_name', 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'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__11'), ('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Nazgul__14'), ('spouse_and_self_name', 'Nazgul__12'), ('child_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('child_name', 'Dragon__(1_16_2_6)'), ('animal_name', 'Dragon__2'), ('spouse_species', 'Dragon'), ('spouse_and_self_name', 'Dragon__2')}), 1)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_and_deep_traverse 1'] = frozenset({(frozenset({('spouse_and_self_name', 'Hippogriff__19'), ('animal_name', 'Hippogriff__19'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('animal_name', 'Pteranodon__1'), ('spouse_and_self_name', 'Pteranodon__1'), ('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)'), ('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__8'), ('spouse_and_self_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Dragon__1'), ('spouse_species', 'Dragon'), ('child_name', 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'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)'), ('spouse_and_self_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('spouse_species', 'Nazgul'), ('animal_name', 'Nazgul__5'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)'), ('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('spouse_species', 'Pteranodon')}), 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('animal_name', 'Nazgul__11')}), 1), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('animal_name', 'Dragon__0'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Dragon__0'), ('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)'), ('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Hippogriff__13'), ('child_name', 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'Pteranodon__13'), ('spouse_species', 'Pteranodon'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__(1_12_18_9)'), ('animal_name', 'Hippogriff__(1_12_18_9)'), ('spouse_species', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__10'), ('animal_name', 'Dragon__10'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)'), ('spouse_species', 'Dragon')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('spouse_and_self_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_species', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)'), ('animal_name', 'Pteranodon__15'), ('spouse_and_self_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__1'), ('child_name', 'Nazgul__(1_17_2_7)'), ('spouse_species', 'Nazgul'), ('animal_name', 'Nazgul__17')}), 1), (frozenset({('spouse_species', 'Hippogriff'), ('spouse_and_self_name', 'Hippogriff__(0_12_15_17)'), ('animal_name', 'Hippogriff__(0_12_15_17)'), ('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('child_name', 'Pteranodon__(0_14_17_19)'), ('spouse_and_self_name', 'Pteranodon__17'), ('animal_name', 'Pteranodon__17'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('animal_name', 'Pteranodon__13'), ('spouse_and_self_name', 'Pteranodon__(10_13_14_9)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__(0_14_17_19)'), ('spouse_and_self_name', 'Pteranodon__0'), ('animal_name', 'Pteranodon__17'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(11_4_6_7)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__17'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)'), ('spouse_species', 'Dragon'), ('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__0'), ('spouse_and_self_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__(0_12_15_17)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('spouse_and_self_name', 'Hippogriff__16'), 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(frozenset({('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)'), ('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('spouse_and_self_name', 'Hippogriff__10'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('animal_name', 'Nazgul__13')}), 1), (frozenset({('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)'), ('animal_name', 'Hippogriff__1'), ('spouse_species', 'Hippogriff'), 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('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('spouse_and_self_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('animal_name', 'Dragon__12'), ('spouse_species', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__1'), ('animal_name', 'Hippogriff__1'), ('child_name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__4'), ('spouse_species', 'Hippogriff'), ('animal_name', 'Hippogriff__17'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__19'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)'), ('spouse_species', 'Nazgul'), ('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Pteranodon__19'), ('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('spouse_and_self_name', 'Pteranodon__(10_11_13_2)'), ('spouse_species', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('spouse_species', 'Nazgul'), ('spouse_and_self_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('spouse_and_self_name', 'Hippogriff__4'), ('child_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)'), ('animal_name', 'Hippogriff__15'), ('spouse_species', 'Hippogriff')}), 1), (frozenset({('spouse_and_self_name', 'Nazgul__14'), ('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)'), ('spouse_species', 'Nazgul')}), 1), (frozenset({('spouse_species', 'Dragon'), ('child_name', 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'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__16'), ('grandchild_names_list', ()), ('grandparent_name', 'Dragon__(((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_11_4)')}), 1), (frozenset({('grandparent_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('animal_name', 'Hippogriff__11'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)'), ('grandchild_names_list', ()), ('animal_name', 'Dragon__15')}), 1), (frozenset({('grandparent_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('grandchild_names_list', ()), ('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__19'), 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(frozenset({('animal_name', 'Nazgul__19'), ('grandchild_names_list', ()), ('grandparent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('grandparent_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('grandchild_names_list', ()), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('grandparent_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)'), ('animal_name', 'Dragon__10'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('grandchild_names_list', ()), ('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Pteranodon__16'), ('grandparent_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('grandchild_names_list', ())}), 1), (frozenset({('grandparent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('grandchild_names_list', ('Dragon__1', 'Dragon__16', 'Dragon__2', 'Dragon__6')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_traverse_after_mandatory_traverse 1'] = frozenset({(frozenset({('child_name', 'Dragon__7'), ('species_name', 'Dragon')}), 6), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Dragon__17'), ('species_name', 'Dragon')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__4')}), 4), (frozenset({('child_name', 'Nazgul__19'), ('species_name', 'Nazgul')}), 8), (frozenset({('child_name', 'Nazgul__12'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), 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(frozenset({('child_name', 'Dragon__9'), ('species_name', 'Dragon')}), 2), (frozenset({('child_name', 'Pteranodon__2'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__5')}), 2), (frozenset({('child_name', 'Pteranodon__14'), ('species_name', 'Pteranodon')}), 7), (frozenset({('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 'Pteranodon__10'), ('species_name', 'Pteranodon')}), 8), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__11')}), 3), (frozenset({('child_name', 'Pteranodon__19'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Pteranodon__15'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Pteranodon__18'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__0'), ('species_name', 'Pteranodon')}), 6), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__6')}), 5), (frozenset({('child_name', 'Hippogriff__2'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Hippogriff__(1_12_18_9)'), ('species_name', 'Hippogriff')}), 6), (frozenset({('child_name', 'Nazgul__9'), ('species_name', 'Nazgul')}), 2), (frozenset({('child_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 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(frozenset({('child_name', 'Pteranodon__16'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__6')}), 5), (frozenset({('child_name', 'Nazgul__(10_18_2_8)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__11')}), 3), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_optional_traverse_after_mandatory_traverse 1'] = frozenset({(frozenset({('child_name', 'Hippogriff__15'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Dragon__19'), ('species_name', 'Dragon')}), 5), (frozenset({('species_name', 'Pteranodon')}), 20), (frozenset({('child_name', 'Pteranodon__15'), ('species_name', 'Pteranodon')}), 5), (frozenset({('child_name', 'Nazgul__7'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Nazgul__(11_5_7_8)'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Hippogriff__11'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Nazgul__15'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('species_name', 'Nazgul')}), 2), (frozenset({('child_name', 'Hippogriff__12'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Pteranodon__4'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Dragon__13'), ('species_name', 'Dragon')}), 2), (frozenset({('child_name', 'Hippogriff__8'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__5'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__19')}), 4), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__4')}), 3), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Pteranodon__1'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__11'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('child_name', 'Hippogriff__(10_19_2_7)'), ('species_name', 'Hippogriff')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__0')}), 4), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__16')}), 2), (frozenset({('child_name', 'Hippogriff__4'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Nazgul__16'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 'Pteranodon__7'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__0')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__18')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__7')}), 6), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('child_name', 'Hippogriff__10'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Hippogriff__5'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Hippogriff__13'), ('species_name', 'Hippogriff')}), 7), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__16')}), 4), (frozenset({('child_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Hippogriff__3'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Dragon__(0_17_2_7)'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__2'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__4')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('child_name', 'Pteranodon__10'), ('species_name', 'Pteranodon')}), 8), (frozenset({('child_name', 'Nazgul__12'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)')}), 1), (frozenset({('child_name', 'Dragon__10'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__9')}), 2), (frozenset({('child_name', 'Nazgul__14'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Dragon')}), 20), (frozenset({('species_name', 'Nazgul')}), 20), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__15')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(1_16_2_6)')}), 3), (frozenset({('child_name', 'Pteranodon__12'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Pteranodon__(0_10_12_4)'), ('species_name', 'Pteranodon')}), 8), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('child_name', 'Hippogriff__17'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__12')}), 4), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__16')}), 5), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('species_name', 'Nazgul')}), 2), (frozenset({('child_name', 'Nazgul__5'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Nazgul__18'), ('species_name', 'Nazgul')}), 5), (frozenset({('child_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('species_name', 'Hippogriff')}), 4), (frozenset({('child_name', 'Pteranodon__3'), ('species_name', 'Pteranodon')}), 3), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(1_12_18_9)')}), 6), (frozenset({('child_name', 'Pteranodon__(0_10_12_8)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__14')}), 2), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(13_14_8_9)')}), 1), (frozenset({('child_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('species_name', 'Hippogriff')}), 2), (frozenset({('child_name', 'Pteranodon__9'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Dragon__(11_4_6_7)'), ('species_name', 'Dragon')}), 2), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__18'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__(18_19_2_6)'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Pteranodon__(10_13_14_9)'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Hippogriff__19'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('species_name', 'Dragon')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 4), (frozenset({('child_name', 'Pteranodon__6'), ('species_name', 'Pteranodon')}), 2), (frozenset({('child_name', 'Nazgul__6'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__6')}), 4), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('child_name', 'Dragon__11'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Dragon__5'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Nazgul__0'), ('species_name', 'Nazgul')}), 5), (frozenset({('species_name', 'Hippogriff')}), 20), (frozenset({('species_name', 'Dragon'), ('child_name', 'Dragon__8')}), 4), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('species_name', 'Hippogriff')}), 1), (frozenset({('child_name', 'Dragon__((18_4_5_7)_11_19_5)'), ('species_name', 'Dragon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('child_name', 'Pteranodon__14'), ('species_name', 'Pteranodon')}), 7), (frozenset({('child_name', 'Dragon__17'), ('species_name', 'Dragon')}), 4), (frozenset({('child_name', 'Pteranodon__0'), ('species_name', 'Pteranodon')}), 6), (frozenset({('child_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('species_name', 'Pteranodon')}), 1), (frozenset({('child_name', 'Nazgul__11'), ('species_name', 'Nazgul')}), 3), (frozenset({('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)'), ('species_name', 'Nazgul')}), 1), (frozenset({('species_name', 'Nazgul'), ('child_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('child_name', 'Nazgul__(1_13_16_8)'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Nazgul__9'), ('species_name', 'Nazgul')}), 2), (frozenset({('species_name', 'Pteranodon'), ('child_name', 'Pteranodon__2')}), 5), (frozenset({('child_name', 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(frozenset({('child_name', 'Nazgul__(1_12_14_19)'), ('species_name', 'Nazgul')}), 3), (frozenset({('species_name', 'Hippogriff'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 2), (frozenset({('child_name', 'Nazgul__1'), ('species_name', 'Nazgul')}), 6), (frozenset({('child_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_11_14_19)'), ('species_name', 'Pteranodon')}), 4), (frozenset({('child_name', 'Hippogriff__(0_12_15_17)'), ('species_name', 'Hippogriff')}), 3), (frozenset({('child_name', 'Hippogriff__6'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Nazgul__3'), ('species_name', 'Nazgul')}), 1), (frozenset({('child_name', 'Hippogriff__2'), ('species_name', 'Hippogriff')}), 5), (frozenset({('child_name', 'Pteranodon__13'), ('species_name', 'Pteranodon')}), 6), (frozenset({('species_name', 'Hippogriff'), 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(frozenset({('relation_name', 'Nazgul__1')}), 7), (frozenset({('relation_name', 'Pteranodon__18')}), 2), (frozenset({('relation_name', 'Hippogriff__11')}), 4), (frozenset({('relation_name', 'Pteranodon__7')}), 4), (frozenset({('relation_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)')}), 3), (frozenset({('relation_name', 'Nazgul__7')}), 4), (frozenset({('relation_name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 1), (frozenset({('relation_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 2), (frozenset({('relation_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('relation_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 2), (frozenset({('relation_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 2), (frozenset({('relation_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('relation_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 3), (frozenset({('relation_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 2), (frozenset({('relation_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 3), (frozenset({('relation_name', 'Hippogriff__(0_12_15_17)')}), 4), (frozenset({('relation_name', 'Nazgul__14')}), 6), (frozenset({('relation_name', 'Dragon__(18_4_5_7)')}), 3), (frozenset({('relation_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('relation_name', 'Dragon__(13_14_8_9)')}), 2), (frozenset({('relation_name', 'Pteranodon__19')}), 5), (frozenset({('relation_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 3), (frozenset({('relation_name', 'Dragon__10')}), 4), (frozenset({('relation_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 3), (frozenset({('relation_name', 'Hippogriff__16')}), 6), (frozenset({('relation_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 2), (frozenset({('relation_name', 'Pteranodon__3')}), 4), (frozenset({('relation_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('relation_name', 'Hippogriff__14')}), 2), (frozenset({('relation_name', 'Pteranodon__16')}), 3), (frozenset({('relation_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('relation_name', 'Dragon__8')}), 5), (frozenset({('relation_name', 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frozenset({(frozenset({('species_name', 'Hippogriff'), ('food_name', 'Blood pie')}), 1), (frozenset({('species_name', 'Nazgul'), ('food_name', 'Blood pie')}), 1), (frozenset({('species_name', 'Hippogriff'), ('food_name', 'Lembas')}), 1), (frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1), (frozenset({('species_name', 'Pteranodon'), ('food_name', 'Lembas')}), 1), (frozenset({('species_name', 'Dragon'), ('food_name', 'Lembas')}), 1)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_fold_and_traverse 1'] = frozenset({(frozenset({('animal_name', 'Dragon__10'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 3), (frozenset({('animal_name', 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('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__13')}), 6), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__15')}), 3), (frozenset({('animal_name', 'Pteranodon__15'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Hippogriff__15'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Nazgul__2'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Nazgul__14'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__6')}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__6')}), 5), (frozenset({('animal_name', 'Nazgul__11'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__19'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 8), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__17')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Hippogriff__3'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Hippogriff__8'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 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'Dragon', 'Dragon'))}), 3), (frozenset({('animal_name', 'Pteranodon__1'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(1_12_14_19)')}), 3), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Pteranodon__11'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2)}) +snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_fold_and_traverse 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 4), (frozenset({('animal_name', 'Hippogriff__9'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(11_12_14_16)')}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__7')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('animal_name', 'Pteranodon__2'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('animal_name', 'Nazgul__1'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Nazgul__5'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__9'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__18')}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__17')}), 4), (frozenset({('animal_name', 'Nazgul__3'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_15_3)_1_15_17)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Pteranodon__9'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(11_5_7_8)')}), 3), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__13')}), 6), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__7')}), 3), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__18')}), 5), (frozenset({('animal_name', 'Pteranodon__10'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 8), (frozenset({('animal_name', 'Pteranodon__16'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Nazgul__6'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 5), (frozenset({('animal_name', 'Hippogriff__19'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Pteranodon__11'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('animal_name', 'Nazgul__4'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__17')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__2')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__13')}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__13')}), 6), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(10_11_13_2)')}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__14'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__19'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(1_16_2_6)')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__6')}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('animal_name', 'Pteranodon__1'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(0_12_15_17)')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__7')}), 6), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((1_16_2_6)_0_15_6)')}), 9), (frozenset({('animal_name', 'Nazgul__16'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__11')}), 4), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__6')}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__15')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__4')}), 4), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__17')}), 3), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__8')}), 4), (frozenset({('animal_name', 'Hippogriff__16'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__0')}), 6), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__12')}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(18_4_5_7)')}), 2), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 6), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 1), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Dragon__19'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 5), (frozenset({('animal_name', 'Nazgul__12'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Hippogriff__0'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('animal_name', 'Dragon__5'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__12')}), 5), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__2')}), 6), (frozenset({('animal_name', 'Pteranodon__3'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__10')}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__5')}), 2), (frozenset({('animal_name', 'Dragon__(0_17_2_7)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__16')}), 4), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((18_4_5_7)_11_19_5)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 2), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 4), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)'), ('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon'))}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__0')}), 4), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 4), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__14')}), 7), (frozenset({('animal_name', 'Hippogriff__11'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 3), (frozenset({('animal_name', 'Hippogriff__3'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__11')}), 3), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__15')}), 3), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(10_19_2_7)')}), 4), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 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'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 1), (frozenset({('animal_name', 'Pteranodon__(0_10_12_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__4')}), 4), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__18')}), 4), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 2), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 3), (frozenset({('animal_name', 'Nazgul__10'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('animal_name', 'Nazgul__19'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 8), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 3), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)'), ('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon'))}), 4), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 3), (frozenset({('animal_name', 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'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__18')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__15')}), 5), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__1')}), 3), (frozenset({('animal_name', 'Hippogriff__1'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 5), (frozenset({('animal_name', 'Hippogriff__13'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 7), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 3), (frozenset({('sibling_and_self_species_list', 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'Dragon__3')}), 3), (frozenset({('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul')), ('animal_name', 'Nazgul__0')}), 5), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('sibling_and_self_species_list', ('Nazgul', 'Nazgul', 'Nazgul', 'Nazgul'))}), 2), (frozenset({('sibling_and_self_species_list', ('Dragon', 'Dragon', 'Dragon', 'Dragon')), ('animal_name', 'Dragon__9')}), 2), (frozenset({('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff')), ('animal_name', 'Hippogriff__7')}), 2), (frozenset({('sibling_and_self_species_list', ('Pteranodon', 'Pteranodon', 'Pteranodon', 'Pteranodon')), ('animal_name', 'Pteranodon__((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)'), ('sibling_and_self_species_list', ('Hippogriff', 'Hippogriff', 'Hippogriff', 'Hippogriff'))}), 2)}) -snapshots['OrientDBUnparameterizedMatchQueryTests::test_traverse_and_optional_and_traverse 1'] = frozenset({(frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('child_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)'), ('spouse_and_self_name', 'Hippogriff__((1_12_18_9)_17_3_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)'), ('child_name', 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(frozenset({('spouse_and_self_species', 'Hippogriff'), ('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)'), ('child_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)'), ('spouse_and_self_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)')}), 1), (frozenset({('spouse_and_self_name', 'Dragon__((1_16_2_6)_0_15_6)'), ('child_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))'), ('animal_name', 'Dragon__((0_17_2_7)_12_16_18)'), ('spouse_and_self_species', 'Dragon')}), 1), (frozenset({('spouse_and_self_name', 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(frozenset({('parent_name', 'Nazgul__8')}), 4), (frozenset({('parent_name', 'Hippogriff__6')}), 5), (frozenset({('parent_name', 'Dragon__12')}), 4), (frozenset({('parent_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 4), (frozenset({('parent_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('parent_name', 'Pteranodon__(10_11_15_3)')}), 5), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 4), (frozenset({('parent_name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))')}), 1), (frozenset({('parent_name', 'Pteranodon__4')}), 4), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 2), (frozenset({('parent_name', 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1), (frozenset({('name', 'Nazgul__17')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_between_lowering_with_extra_filters 1'] = frozenset({(frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_between_lowering_with_extra_filters 1'] = frozenset({(frozenset({('name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 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5), (frozenset({('grandparent_fed_at', '2008-09-23T00:00:00Z'), ('other_parent_fed_at', '2008-09-23T00:00:00Z')}), 2), (frozenset({('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 5), (frozenset({('other_parent_fed_at', '2009-08-12T00:00:00Z'), ('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 1), (frozenset({('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_complex_optional_variables_with_starting_filter 1'] = frozenset({(frozenset({('other_parent_fed_at', '2008-09-23T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('other_parent_fed_at', '2009-08-12T00:00:00Z'), ('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 1), (frozenset({('child_fed_at', '2012-07-02T00:00:00Z'), ('grandparent_fed_at', '2012-07-02T00:00:00Z')}), 2), (frozenset({('other_parent_fed_at', 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(frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)'), ('parent_name', 'Nazgul__2'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_filter_in_optional_block 1'] = frozenset({(frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__18')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__14')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Dragon__9')}), 1), (frozenset({('animal_name', 'Hippogriff__7')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__0')}), 1), (frozenset({('animal_name', 'Hippogriff__1')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__16')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Hippogriff__11')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__(18_19_2_6)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Dragon__4')}), 1), (frozenset({('animal_name', 'Pteranodon__10')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Pteranodon__9')}), 1), (frozenset({('animal_name', 'Dragon__12')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Hippogriff__0')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Pteranodon__16')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__8')}), 1), (frozenset({('animal_name', 'Dragon__0')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__3')}), 1), (frozenset({('animal_name', 'Dragon__2')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)'), ('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Pteranodon__14')}), 1), (frozenset({('animal_name', 'Pteranodon__3')}), 1), (frozenset({('animal_name', 'Pteranodon__1')}), 1), (frozenset({('animal_name', 'Dragon__8')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Dragon__3')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__8')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Dragon__1')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__2')}), 1), (frozenset({('animal_name', 'Hippogriff__12')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('uuid', 'c87a7463-19c1-6a0d-0feb-d845d0dfae43'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)'), ('parent_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1)}) snapshots['OrientDBParameterizedMatchQueryTests::test_filter_on_fragment_in_union 1'] = frozenset({(frozenset({('food_name', 'Bacon'), ('species_name', 'Pteranodon')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_filter_within_fold_scope 1'] = frozenset({(frozenset({('child_list', ()), ('name', 'Pteranodon__2'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__((1_12_18_9)_1_2_8)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__(0_14_17_19)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__10'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__8'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Dragon__0'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__16'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__1'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((10_19_2_7)_(1_12_18_9)_15_4)_(1_12_18_9)_6)'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Nazgul__15'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Pteranodon__(0_10_12_8)')}), 1), (frozenset({('name', 'Dragon__((18_4_5_7)_11_19_5)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Nazgul__(11_12_14_16)'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Dragon__1'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Dragon__14'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Pteranodon__17'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Pteranodon__14'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Dragon__(0_17_2_7)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__9'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__((1_12_18_9)_17_3_4)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Dragon__5'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Dragon__(13_14_8_9)'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('child_list', ()), ('child_descriptions', ()), ('name', 'Dragon__(18_4_5_7)')}), 1), (frozenset({('name', 'Pteranodon__(10_11_13_2)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Nazgul__6'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__2'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_((0_12_15_17)_(10_19_2_7)_13_16)_13_19)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Dragon__18'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Pteranodon__13'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__((0_10_12_4)_12_19_5)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Hippogriff__15'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Nazgul__3'), ('child_descriptions', ())}), 1), (frozenset({('child_list', ()), ('name', 'Hippogriff__((1_12_18_9)_11_13_16)'), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)'), ('child_list', ()), ('child_descriptions', ())}), 1), (frozenset({('name', 'Pteranodon__((0_10_12_4)_10_16_8)'), ('child_list', ()), ('child_descriptions', ())}), 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'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 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'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_immediate_output_with_custom_scalar_filter 1'] = frozenset({(frozenset({('animal_name', 'Dragon__10')}), 1), (frozenset({('animal_name', 'Dragon__13')}), 1), (frozenset({('animal_name', 'Hippogriff__17')}), 1), (frozenset({('animal_name', 'Dragon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__4')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__((10_11_13_2)_14_19_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)_(0_10_12_4)_(10_11_15_3)_18)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_0_1_19)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 1), (frozenset({('animal_name', 'Pteranodon__11')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_11_15_3)')}), 1), (frozenset({('animal_name', 'Hippogriff__4')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__9')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_0_1_19)_16_19_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__14')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Dragon__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_0_19)_1_17_18)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_11_13_2)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((0_17_2_7)_12_16_18)_(0_17_2_7)_19)_((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((0_17_2_7)_12_16_18)_((1_16_2_6)_0_15_6)_(11_4_6_7))_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_11)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_0_19)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_10_6_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((0_12_15_17)_10_6_8)_((1_12_18_9)_17_3_4)_5)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Pteranodon__19')}), 1), (frozenset({('animal_name', 'Pteranodon__13')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Pteranodon__12')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_0_2_3)')}), 1), (frozenset({('animal_name', 'Dragon__5')}), 1), (frozenset({('animal_name', 'Dragon__16')}), 1), (frozenset({('animal_name', 'Hippogriff__6')}), 1), (frozenset({('animal_name', 'Pteranodon__17')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Dragon__((13_14_8_9)_1_13_3)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((0_10_12_4)_10_16_8)_13_2_3)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((10_11_15_3)_1_15_17)_0_12_2)')}), 1), (frozenset({('animal_name', 'Dragon__(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)')}), 1), (frozenset({('animal_name', 'Pteranodon__18')}), 1), (frozenset({('animal_name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__13')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(((0_10_12_4)_10_16_8)_13_2_3)_(10_13_14_9)_13)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Dragon__19')}), 1), (frozenset({('animal_name', 'Dragon__18')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)')}), 1), (frozenset({('animal_name', 'Pteranodon__7')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)')}), 1), (frozenset({('animal_name', 'Pteranodon__(0_14_17_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_1_2_8)')}), 1), (frozenset({('animal_name', 'Dragon__7')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_13_7_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__15')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_((0_10_12_4)_(10_11_13_2)_15_4)_((0_10_12_4)_13_7_8)_16)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_12_13_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__19')}), 1), (frozenset({('animal_name', 'Hippogriff__15')}), 1), (frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_in_collection_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_intersects_op_filter_with_variable 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__(1_12_14_19)')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__13')}), 1), (frozenset({('animal_name', 'Nazgul__11')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 1), (frozenset({('animal_name', 'Nazgul__12')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__18')}), 1), (frozenset({('animal_name', 'Nazgul__6')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__(11_12_14_16)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 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'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_multiple_filters 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('animal_name', 'Nazgul__0')}), 1), (frozenset({('animal_name', 'Nazgul__5')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('animal_name', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)_(((18_19_2_6)_1_19_6)_15_16_2)_12_14)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(1_12_14_19)_15)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_0_13_19)')}), 1), (frozenset({('animal_name', 'Nazgul__10')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('animal_name', 'Nazgul__16')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__4')}), 1), (frozenset({('animal_name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 1), (frozenset({('animal_name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 1), (frozenset({('animal_name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)_(11_5_7_8)_(1_12_14_19)_6)')}), 1), (frozenset({('animal_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)_(((18_19_2_6)_1_19_6)_1_19_3)_13_4)')}), 1), (frozenset({('animal_name', 'Nazgul__1')}), 1), (frozenset({('animal_name', 'Nazgul__2')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 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(frozenset({('animal_name', 'Nazgul__19')}), 1), (frozenset({('animal_name', 'Nazgul__(18_19_2_6)')}), 1), (frozenset({('animal_name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Nazgul__7')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Nazgul__3')}), 1), (frozenset({('animal_name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_name_or_alias_filter_on_interface_type 1'] = frozenset({(frozenset({('related_entity', 'Nazgul__0')}), 1), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('related_entity', 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(frozenset({('related_entity', 'Nazgul__8')}), 1), (frozenset({('related_entity', 'Nazgul__2')}), 1), (frozenset({('related_entity', 'Nazgul__(1_13_16_8)')}), 2), (frozenset({('related_entity', 'Nazgul__13')}), 1), (frozenset({('related_entity', 'Nazgul__3')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 2), (frozenset({('related_entity', 'Nazgul__(10_18_2_8)')}), 1), (frozenset({('related_entity', 'Nazgul__18')}), 1), (frozenset({('related_entity', 'Nazgul__(((18_19_2_6)_1_19_6)_0_10_18)')}), 1), (frozenset({('related_entity', 'Nazgul__(0_13_4_9)')}), 1), (frozenset({('related_entity', 'Nazgul__(1_17_2_7)')}), 1), (frozenset({('related_entity', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('related_entity', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_5_7_8)_16_19)')}), 2)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_no_between_lowering_on_simple_scalar 1'] = frozenset({(frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('name', 'Nazgul__2')}), 1), (frozenset({('name', 'Nazgul__((((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)_(11_12_14_16)_17_18)_((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_(10_18_2_8)_13)')}), 1), (frozenset({('name', 'Nazgul__1')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_1_19_3)')}), 1), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(0_13_4_9)_18_5)')}), 1), (frozenset({('name', 'Nazgul__((1_13_16_8)_1_16_2)')}), 1), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('name', 'Nazgul__19')}), 1), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 1), (frozenset({('name', 'Nazgul__11')}), 1), (frozenset({('name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('name', 'Nazgul__4')}), 1), (frozenset({('name', 'Nazgul__8')}), 1), (frozenset({('name', 'Nazgul__6')}), 1), (frozenset({('name', 'Nazgul__13')}), 1), 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(frozenset({('animal_name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_(1_12_18_9)_11_19)')}), 1), (frozenset({('animal_name', 'Dragon__(0_17_2_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__((0_12_15_17)_(10_19_2_7)_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__((((13_14_8_9)_1_13_3)_((1_16_2_6)_0_15_6)_12_17)_(((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_(((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_14)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_10_16_8)')}), 1), (frozenset({('animal_name', 'Dragon__6')}), 1), (frozenset({('animal_name', 'Pteranodon__5')}), 1), (frozenset({('animal_name', 'Hippogriff__(((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_(10_19_2_7)_14_9)')}), 1), (frozenset({('animal_name', 'Dragon__((0_17_2_7)_12_16_18)')}), 1), (frozenset({('animal_name', 'Dragon__((((1_16_2_6)_0_15_6)_(18_4_5_7)_3_7)_10_12_2)')}), 1), (frozenset({('animal_name', 'Hippogriff__((1_12_18_9)_11_13_16)')}), 1), (frozenset({('animal_name', 'Dragon__17')}), 1), (frozenset({('animal_name', 'Hippogriff__((((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_16)_((1_12_18_9)_17_3_4)_16_6)_13_19_6)')}), 1), (frozenset({('animal_name', 'Pteranodon__((0_10_12_4)_(10_11_13_2)_15_4)')}), 1), (frozenset({('animal_name', 'Dragon__(11_4_6_7)')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_(1_16_2_6)_4_7)_(((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_15_6)')}), 1), (frozenset({('animal_name', 'Hippogriff__(0_12_15_17)')}), 1), (frozenset({('animal_name', 'Dragon__((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)')}), 1), (frozenset({('animal_name', 'Nazgul__(1_13_16_8)')}), 1), (frozenset({('animal_name', 'Pteranodon__(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(10_13_14_9)_13_7)')}), 1), (frozenset({('animal_name', 'Hippogriff__5')}), 1), (frozenset({('animal_name', 'Pteranodon__(10_13_14_9)')}), 1), (frozenset({('animal_name', 'Hippogriff__2')}), 1), (frozenset({('animal_name', 'Hippogriff__10')}), 1), (frozenset({('animal_name', 'Dragon__(((((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_16_17_18)_(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)_((1_16_2_6)_0_15_6)_10)')}), 1), (frozenset({('animal_name', 'Nazgul__((18_19_2_6)_1_19_6)')}), 1), (frozenset({('animal_name', 'Nazgul__17')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_17_6_7)')}), 1), (frozenset({('animal_name', 'Pteranodon__((((0_10_12_4)_10_16_8)_11_14_19)_(0_10_12_4)_15_9)')}), 1), (frozenset({('animal_name', 'Nazgul__9')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)_0_19_4)')}), 1), (frozenset({('animal_name', 'Dragon__(((((1_16_2_6)_0_15_6)_(0_17_2_7)_0_5)_((18_4_5_7)_11_19_5)_(11_4_6_7)_7)_10_19_8)')}), 1), (frozenset({('animal_name', 'Hippogriff__(1_12_18_9)')}), 1), (frozenset({('animal_name', 'Nazgul__15')}), 1), (frozenset({('animal_name', 'Dragon__(1_16_2_6)')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_output_source_and_complex_output 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('parent_name', 'Nazgul__8')}), 1), (frozenset({('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__14'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1), (frozenset({('parent_name', 'Nazgul__9'), ('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_output_source_and_complex_output 1'] = frozenset({(frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('parent_name', 'Nazgul__8')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('parent_name', 'Nazgul__(((18_19_2_6)_1_19_6)_15_16_2)')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('parent_name', 'Nazgul__14')}), 1), (frozenset({('animal_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_14_8_9)'), ('parent_name', 'Nazgul__9')}), 1)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_recurse_with_immediate_type_coercion_and_filter 1'] = frozenset({(frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 200), (frozenset({('name', 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'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 81), (frozenset({('name', 'Hippogriff__2')}), 79), (frozenset({('name', 'Nazgul__14')}), 79), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 81), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 200), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 79), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 79), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 79), (frozenset({('name', 'Pteranodon__(10_11_15_3)')}), 81), (frozenset({('name', 'Hippogriff__(1_11_13_2)')}), 79), (frozenset({('name', 'Dragon__((13_14_8_9)_1_13_3)')}), 81), (frozenset({('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 200), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 79), (frozenset({('name', 'Dragon__5')}), 81), (frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 200), (frozenset({('name', 'Nazgul__10')}), 79)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_recurse_with_immediate_type_coercion_and_filter 1'] = frozenset({(frozenset({('name', 'Hippogriff__((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)')}), 200), (frozenset({('name', 'Nazgul__(((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)_((18_19_2_6)_1_19_6)_(11_12_14_16)_0)')}), 79), (frozenset({('name', 'Pteranodon__2')}), 81), (frozenset({('name', 'Hippogriff__(((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)')}), 200), (frozenset({('name', 'Hippogriff__19')}), 79), (frozenset({('name', 'Nazgul__(11_5_7_8)')}), 79), (frozenset({('name', 'Pteranodon__(((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)')}), 81), (frozenset({('name', 'Nazgul__((11_5_7_8)_13_15_16)')}), 200), (frozenset({('name', 'Nazgul__14')}), 79), (frozenset({('name', 'Nazgul__10')}), 79), (frozenset({('name', 'Dragon__5')}), 81), (frozenset({('name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_11_14_6)')}), 79), (frozenset({('name', 'Hippogriff__(1_11_13_2)')}), 79), (frozenset({('name', 'Nazgul__(((18_19_2_6)_1_19_6)_(1_12_14_19)_19_5)')}), 200), (frozenset({('name', 'Hippogriff__2')}), 79), (frozenset({('name', 'Pteranodon__(10_11_15_3)')}), 81), (frozenset({('name', 'Pteranodon__((((((0_10_12_4)_(10_11_13_2)_15_4)_0_10_4)_(0_10_12_4)_15_6)_((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_(0_10_12_8)_9)_(((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)_((0_10_12_4)_12_19_5)_14_2)_((10_11_13_2)_14_19_6)_14)')}), 81), (frozenset({('name', 'Hippogriff__((10_19_2_7)_(1_12_18_9)_15_4)')}), 79), (frozenset({('name', 'Pteranodon__((((0_10_12_4)_10_16_8)_13_2_3)_((0_10_12_4)_12_19_5)_10_14)')}), 81), (frozenset({('name', 'Dragon__((13_14_8_9)_1_13_3)')}), 81), (frozenset({('name', 'Nazgul__(1_12_14_19)')}), 79), (frozenset({('name', 'Nazgul__1')}), 79), (frozenset({('name', 'Hippogriff__(((((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_15_18_6)_((1_12_18_9)_11_13_16)_((1_12_18_9)_17_3_4)_10)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_((0_12_15_17)_10_6_8)_3)_((((0_12_15_17)_(10_19_2_7)_13_16)_18_2_7)_(((0_12_15_17)_10_6_8)_((10_19_2_7)_(1_12_18_9)_15_4)_12_2)_12_17)_1_8)')}), 79), (frozenset({('name', 'Dragon__((((1_16_2_6)_0_15_6)_(1_16_2_6)_15_18)_((13_14_8_9)_1_13_3)_12_8)')}), 81)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_traverse_filter_and_output 1'] = frozenset({(frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3), (frozenset({('parent_name', 'Nazgul__2')}), 6)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_traverse_filter_and_output 1'] = frozenset({(frozenset({('parent_name', 'Nazgul__2')}), 6), (frozenset({('parent_name', 'Nazgul__((((18_19_2_6)_1_19_6)_15_16_2)_(((18_19_2_6)_1_19_6)_1_19_3)_(10_18_2_8)_2)')}), 3)}) -snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Bacon')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1)}) +snapshots['OrientDBParameterizedMatchQueryTests::test_typename_filter 1'] = frozenset({(frozenset({('entity_name', 'Lembas')}), 1), (frozenset({('entity_name', 'Blood pie')}), 1), (frozenset({('entity_name', 'Bacon')}), 1)}) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index a94b91eba..8bf53145a 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -326,7 +326,7 @@ def test_macro_edge_duplicate_definition(self): macro_registry = get_empty_test_macro_registry() register_macro_edge(macro_registry, query, args) - with self.assertRaises(AssertionError): + with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) def test_macro_edge_duplicating_real_edge_name(self): @@ -347,9 +347,9 @@ def test_macro_edge_duplicating_real_edge_name(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) - def test_macro_edge_duplicating_real_edge_name_at_target(self): + def test_macro_edge_with_bad_name(self): query = '''{ - Species @macro_edge_definition(name: "out_Entity_Related") { + Species @macro_edge_definition(name: "not_edge_like_name") { out_Entity_Related { out_Entity_Related { ... on Animal @macro_edge_target { @@ -365,9 +365,43 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) - def test_macro_edge_duplicating_field_name(self): + def test_macro_edge_duplicate_definition_on_subclass(self): query = '''{ - Species @macro_edge_definition(name: "net_worth") { + Entity @macro_edge_definition(name: "out_RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + query_on_subclass = '''{ + Event @macro_edge_definition(name: "out_RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + args = {} + + # Try registering on the superclass first + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, query_on_subclass, args) + + # Try registering on the subclass first + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, query_on_subclass, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, query, args) + + @pytest.mark.skip(reason='not implemented') + def test_macro_edge_duplicating_real_edge_name_at_target(self): + query = '''{ + Species @macro_edge_definition(name: "out_Animal_BornAt") { out_Entity_Related { out_Entity_Related { ... on Animal @macro_edge_target { @@ -384,7 +418,7 @@ def test_macro_edge_duplicating_field_name(self): register_macro_edge(macro_registry, query, args) @pytest.mark.skip(reason='not implemented') - def test_macro_edge_duplicate_definition_on_target(self): + def test_macro_edge_duplicate_macro_definition_on_target(self): # Future-proofing, so that we can reverse macro edges query = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { @@ -415,43 +449,10 @@ def test_macro_edge_duplicate_definition_on_target(self): with self.assertRaises(AssertionError): register_macro_edge(macro_registry, duplicate_query, args) - def test_macro_edge_dulpicate_definition_on_subclass(self): - query = '''{ - Entity @macro_edge_definition(name: "out__RelatedOfRelated") { - out_Entity_Related { - out_Entity_Related @macro_edge_target { - uuid - } - } - } - }''' - query_on_subclass = '''{ - Event @macro_edge_definition(name: "out__RelatedOfRelated") { - out_Entity_Related { - out_Entity_Related @macro_edge_target { - uuid - } - } - } - }''' - args = {} - - # Try registering on the superclass first - macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) - with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query_on_subclass, args) - - # Try registering on the subclass first - macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query_on_subclass, args) - with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') def test_macro_edge_duplicate_definition_on_target_subclass(self): query = '''{ - Entity @macro_edge_definition(name: "out__RelatedOfRelated") { + Entity @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related @macro_edge_target { uuid @@ -460,7 +461,7 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): } }''' query_on_subclass = '''{ - Entity @macro_edge_definition(name: "out__RelatedOfRelated") { + Entity @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related { ... on Event @macro_edge_target { From 80b2efd95167be102fcd4e3eda96076eb48851e2 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 26 Aug 2019 17:36:58 -0400 Subject: [PATCH 79/91] Disallow `@fold` directives on macro edges. --- graphql_compiler/macros/macro_expansion.py | 1 - 1 file changed, 1 deletion(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 05272018f..03c8d92d6 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -252,7 +252,6 @@ def _check_that_expansion_directives_are_supported(macro_edge_field): directives_supported_at_macro_expansion = frozenset({ FilterDirective.name, OutputSourceDirective.name, - FoldDirective.name, }) for directive in macro_edge_field.directives: directive_name = directive.name.value From 18e284d29e784953a7a68e0492e475f25b9e6f0d Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Mon, 26 Aug 2019 17:44:57 -0400 Subject: [PATCH 80/91] Disallow `@output_source` directives on macro edges as well. --- graphql_compiler/macros/macro_expansion.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 03c8d92d6..d6c4ab402 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -251,11 +251,13 @@ def _check_that_expansion_directives_are_supported(macro_edge_field): macro_name = get_ast_field_name(macro_edge_field) directives_supported_at_macro_expansion = frozenset({ FilterDirective.name, - OutputSourceDirective.name, }) for directive in macro_edge_field.directives: directive_name = directive.name.value if directive_name not in directives_supported_at_macro_expansion: + # TODO(predrag): Maybe not a good error message. The point is that the field in question + # is a macro edge, and macro edges only allow a subset of directives + # to be used on them. raise GraphQLCompilationError( u'Macro expansion for {} contains a {} directive, which is ' u'not supported by the macro system. supported_directives: {}' From bdb24bfd9ee4e39577a0825cec92aaa9991e58bb Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Tue, 27 Aug 2019 13:45:33 -0400 Subject: [PATCH 81/91] Only allow filter directives at macro expansion points. --- graphql_compiler/macros/macro_expansion.py | 2 +- .../tests/test_macro_expansion.py | 50 ------------------- .../tests/test_macro_expansion_errors.py | 28 +++++++++++ 3 files changed, 29 insertions(+), 51 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index d6c4ab402..a4a520f20 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -12,7 +12,7 @@ get_uniquely_named_objects_by_name, get_vertex_field_type, strip_non_null_and_list_from_type ) from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError -from ..schema import FilterDirective, FoldDirective, OutputSourceDirective, is_vertex_field_name +from ..schema import FilterDirective, is_vertex_field_name from .macro_edge.ast_rewriting import find_target_and_copy_path_to_it, replace_tag_names from .macro_edge.ast_traversal import get_all_tag_names, get_type_at_macro_edge_target from .macro_edge.directives import MacroEdgeTargetDirective diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index c1001d600..cb66ed9ee 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -680,56 +680,6 @@ def test_macro_parallel_use(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - def test_macro_expansion_with_fold_directive(self): - query = '''{ - Animal { - out_Animal_GrandparentOf @fold { - name @output(out_name: "grandkid") - } - } - }''' - args = {} - - expected_query = '''{ - Animal { - out_Animal_ParentOf { - out_Animal_ParentOf @fold { - name @output(out_name: "grandkid") - } - } - } - } ''' - expected_args = {} - - expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) - compare_graphql(self, expected_query, expanded_query) - self.assertEqual(expected_args, new_args) - - def test_macro_expansion_with_output_source_directive(self): - query = '''{ - Animal { - out_Animal_GrandparentOf @output_source { - name @output(out_name: "grandkid") - } - } - }''' - args = {} - - expected_query = '''{ - Animal { - out_Animal_ParentOf { - out_Animal_ParentOf @output_source { - name @output(out_name: "grandkid") - } - } - } - } ''' - expected_args = {} - - expanded_query, new_args = perform_macro_expansion(self.macro_registry, query, args) - compare_graphql(self, expected_query, expanded_query) - self.assertEqual(expected_args, new_args) - def test_macro_expansion_with_filter_directive(self): query = '''{ Animal { diff --git a/graphql_compiler/tests/test_macro_expansion_errors.py b/graphql_compiler/tests/test_macro_expansion_errors.py index d2c5fd0a6..b1893257e 100644 --- a/graphql_compiler/tests/test_macro_expansion_errors.py +++ b/graphql_compiler/tests/test_macro_expansion_errors.py @@ -126,3 +126,31 @@ def test_optional_at_expansion_is_not_supported(self): with self.assertRaises(GraphQLCompilationError): perform_macro_expansion(self.macro_registry, query, args) + + def test_fold_at_expansion_is_not_supported(self): + query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_GrandparentOf @fold { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.macro_registry, query, args) + + def test_output_source_at_expansion_is_not_supported(self): + query = '''{ + Animal { + name @output(out_name: "name") + out_Animal_GrandparentOf @output_source { + name @output(out_name: "grandkid") + } + } + }''' + args = {} + + with self.assertRaises(GraphQLCompilationError): + perform_macro_expansion(self.macro_registry, query, args) From 88193ba31e2d217e6acfbe8772f2ca736492bdb7 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Tue, 27 Aug 2019 14:52:19 -0400 Subject: [PATCH 82/91] Improve error message for unsupported directive on macro edge. --- graphql_compiler/macros/macro_expansion.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index a4a520f20..4bb313506 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -255,14 +255,12 @@ def _check_that_expansion_directives_are_supported(macro_edge_field): for directive in macro_edge_field.directives: directive_name = directive.name.value if directive_name not in directives_supported_at_macro_expansion: - # TODO(predrag): Maybe not a good error message. The point is that the field in question - # is a macro edge, and macro edges only allow a subset of directives - # to be used on them. raise GraphQLCompilationError( - u'Macro expansion for {} contains a {} directive, which is ' - u'not supported by the macro system. supported_directives: {}' - .format(macro_name, directive_name, - directives_supported_at_macro_expansion)) + u'Encountered a {} directive applied to the {} macro edge, which is ' + u'not currently supported by the macro system. Please alter your query to not use ' + u'unsupported directives on macro edges. Supported directives are: {}' + .format(directive_name, macro_name, + set(directives_supported_at_macro_expansion))) def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args, tag_names): From 860d6c0ab76472e1e6eca84607c5c2c618edeb5b Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 28 Aug 2019 01:22:18 -0400 Subject: [PATCH 83/91] Refactor macro edge expansion code to move it into its own module. --- .../macros/macro_edge/ast_rewriting.py | 99 +++++- .../macros/macro_edge/expansion.py | 238 +++++++++++++ graphql_compiler/macros/macro_expansion.py | 317 ++---------------- 3 files changed, 364 insertions(+), 290 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/ast_rewriting.py b/graphql_compiler/macros/macro_edge/ast_rewriting.py index ce2f42962..0e432b35b 100644 --- a/graphql_compiler/macros/macro_edge/ast_rewriting.py +++ b/graphql_compiler/macros/macro_edge/ast_rewriting.py @@ -1,13 +1,18 @@ # Copyright 2019-present Kensho Technologies, LLC. """Helpers for rewriting GraphQL AST objects using structural sharing.""" from copy import copy +from itertools import chain from graphql.language.ast import ( Argument, Field, InlineFragment, ListValue, Name, OperationDefinition, SelectionSet, StringValue ) +import six -from ...compiler.helpers import get_parameter_name, is_tagged_parameter +from ...compiler.helpers import ( + get_parameter_name, get_uniquely_named_objects_by_name, is_tagged_parameter +) +from ...exceptions import GraphQLCompilationError from ...schema import FilterDirective, TagDirective from ..macro_edge.directives import MacroEdgeTargetDirective @@ -325,3 +330,95 @@ def find_target_and_copy_path_to_it(ast): new_ast = copy(ast) new_ast.selection_set = SelectionSet(new_selections) return new_ast, target_ast + + +def merge_selection_sets(selection_set_a, selection_set_b): + """Merge selection sets, merging directives on name conflict. + + Create a selection set that contains the selections of both inputs. If there is a name + collision on a property field, we take the directives from both inputs on that field and + merge them. We disallow name collision on a vertex field. + + The value None represents an empty SelectionSet. + + The order of selections in the resulting SelectionSet has the following properties: + - property fields are before vertex fields. + - property fields in selection_set_b come later than other property fields. + - vertex fields in selection_set_b come later than other vertex fields. + - ties are resolved by respecting the ordering of fields in the input arguments. + + Args: + selection_set_a: SelectionSet or None to be merged with the other + selection_set_b: SelectionSet or None to be merged with the other + + Returns: + SelectionSet or None with contents from both input selection sets + """ + if selection_set_a is None: + return selection_set_b + if selection_set_b is None: + return selection_set_a + + # Convert to dict + selection_dict_a = get_uniquely_named_objects_by_name(selection_set_a.selections) + selection_dict_b = get_uniquely_named_objects_by_name(selection_set_b.selections) + + # Compute intersection by name + common_selection_dict = dict() + common_fields = set(selection_dict_a.keys()) & set(selection_dict_b.keys()) + for field_name in common_fields: + field_a = selection_dict_a[field_name] + field_b = selection_dict_b[field_name] + if field_a.selection_set is not None or field_b.selection_set is not None: + raise GraphQLCompilationError(u'Macro edge expansion results in a query traversing the ' + u'same edge {} twice, which is disallowed.' + .format(field_name)) + + merged_field = copy(field_a) + merged_field.directives = list(chain(field_a.directives, field_b.directives)) + common_selection_dict[field_name] = merged_field + + # Merge dicts, using common_selection_dict for keys present in both selection sets. + merged_selection_dict = copy(selection_dict_a) + merged_selection_dict.update(selection_dict_b) + merged_selection_dict.update(common_selection_dict) # Overwrite keys in the intersection. + + # The macro or the user code could have an unused (pro-forma) field for the sake of not + # having an empty selection in a vertex field. We remove pro-forma fields if they are + # no longer necessary. + if len(merged_selection_dict) > 1: # Otherwise we need a pro-forma field + non_pro_forma_fields = { + name: ast + for name, ast in six.iteritems(merged_selection_dict) + if ast.selection_set is not None or len(ast.directives) > 0 + # If there's selections or directives under the field, it is not pro-forma. + } + if non_pro_forma_fields: + merged_selection_dict = non_pro_forma_fields + else: + # There's multiple pro-forma fields. Pick one of them (the one with smallest name). + lexicographically_first_name = min(merged_selection_dict.keys()) + merged_selection_dict = { + lexicographically_first_name: merged_selection_dict[lexicographically_first_name] + } + + # Get a deterministic ordering of the merged selections + selection_name_order = list(chain(( + ast.name.value + for ast in selection_set_a.selections + if ast.name.value not in selection_dict_b + ), ( + ast.name.value + for ast in selection_set_b.selections + ))) + + # Make sure that all property fields come before all vertex fields. Note that sort is stable. + merged_selections = [ + merged_selection_dict[name] + for name in selection_name_order + if name in merged_selection_dict + ] + return SelectionSet(sorted( + merged_selections, + key=lambda ast: ast.selection_set is not None + )) diff --git a/graphql_compiler/macros/macro_edge/expansion.py b/graphql_compiler/macros/macro_edge/expansion.py index e69de29bb..cc4069b8a 100644 --- a/graphql_compiler/macros/macro_edge/expansion.py +++ b/graphql_compiler/macros/macro_edge/expansion.py @@ -0,0 +1,238 @@ +# Copyright 2019-present Kensho Technologies, LLC. +from graphql.language.ast import Field, InlineFragment, SelectionSet +import six + +from ...ast_manipulation import get_ast_field_name +from ...exceptions import GraphQLCompilationError +from ...schema import FilterDirective, is_vertex_field_name +from .ast_rewriting import find_target_and_copy_path_to_it, merge_selection_sets, replace_tag_names +from .ast_traversal import get_all_tag_names, get_type_at_macro_edge_target +from .directives import MacroEdgeTargetDirective +from .name_generation import generate_disambiguations + + +def _ensure_directives_on_macro_edge_are_supported(macro_edge_field): + """Raise GraphQLCompilationError if an unsupported directive is used on the macro edge.""" + macro_name = get_ast_field_name(macro_edge_field) + directives_supported_at_macro_expansion = frozenset({ + FilterDirective.name, + }) + for directive in macro_edge_field.directives: + directive_name = directive.name.value + if directive_name not in directives_supported_at_macro_expansion: + raise GraphQLCompilationError( + u'Encountered a {} directive applied to the {} macro edge, which is ' + u'not currently supported by the macro system. Please alter your query to not use ' + u'unsupported directives on macro edges. Supported directives are: {}' + .format(directive_name, macro_name, + set(directives_supported_at_macro_expansion))) + + +def _merge_selection_into_target(subclass_sets, target_ast, type_at_target, selection_ast): + """Add the selections, directives, and coercions from the selection_ast to the target_ast. + + Mutate the target_ast, merging into it everything from the selection_ast. If the target + is at a type coercion and the selection_ast starts with a type coercion, combine them + into one coercion that preserves the semantics while avoiding nested coercions, + which are disallowed. + + For details on how fields and directives are merged, see merge_selection_sets(). + + Args: + subclass_sets: dict mapping class names to the set of names of their subclasses + target_ast: AST at the @macro_edge_target directive + type_at_target: GraphQL type at the @macro_edge_target + selection_ast: AST to merge inside the target. Required to have a nonempty selection set. + """ + if selection_ast.selection_set is None or not selection_ast.selection_set.selections: + raise AssertionError(u'Precondition violated. selection_ast is expected to be nonempty {}' + .format(selection_ast)) + + # Remove @macro_edge_target directive. + new_target_directives = [ + directive + for directive in target_ast.directives + if directive.name.value != MacroEdgeTargetDirective.name + ] + if len(target_ast.directives) != len(new_target_directives) + 1: + raise AssertionError(u'Expected the target_ast to contain a single @macro_edge_target ' + u'directive, but that was unexpectedly not the case: ' + u'{} {}'.format(target_ast, new_target_directives)) + target_ast.directives = new_target_directives + + # See if there's a type coercion in the selection_ast. + coercion = None + for selection in selection_ast.selection_set.selections: + if isinstance(selection, InlineFragment): + if len(selection_ast.selection_set.selections) != 1: + raise GraphQLCompilationError(u'Found selections outside type coercion. ' + u'Please move them inside the coercion. ' + u'Error near field name: {}' + .format(get_ast_field_name(selection_ast))) + else: + coercion = selection + + continuation_ast = selection_ast + + # Deal with type coercions immediately within the macro edge, if any. + if coercion is not None: + coercion_class = coercion.type_condition.name.value + + # Ensure the coercion is valid. It may only go to a subtype of the type of the vertex field + # created by the macro edge, where we allow subtypes to be defined by subclass_sets + # to work around the limitations of the GraphQL type system. If the user's coercion + # is to a subtype of the macro edge target's type, then this is a narrowing conversion and + # we simply add the user's coercion, or replace any existing coercion if one is present. + if coercion_class != type_at_target.name: + if coercion_class not in subclass_sets.get(type_at_target.name, set()): + raise GraphQLCompilationError( + u'Attempting to use a type coercion to coerce a value of type {field_type} ' + u'(from field named {field_name}) to incompatible type {coercion_type}, which ' + u'is not a subtype of {field_type}. Only coercions to a subtype are allowed.' + .format(field_type=type_at_target.name, + coercion_type=coercion_class, + field_name=get_ast_field_name(selection_ast))) + + continuation_ast = coercion + if isinstance(target_ast, InlineFragment): + # The macro edge definition has a type coercion as well, replace it with the user's one. + target_ast.type_condition = coercion.type_condition + else: + # No coercion in the macro edge definition, + # slip the user's type coercion inside the target AST. + new_coercion = InlineFragment( + coercion.type_condition, target_ast.selection_set, directives=[]) + target_ast.selection_set = SelectionSet([new_coercion]) + target_ast = new_coercion + + # Merge the continuation into the target + target_ast.directives += continuation_ast.directives + target_ast.selection_set = merge_selection_sets( + target_ast.selection_set, continuation_ast.selection_set) + + +def _expand_specific_macro_edge(schema, subclass_sets, macro_ast, selection_ast): + """Produce a tuple containing the new replacement selection AST, and a list of extra selections. + + Args: + schema: GraphQL schema object, created using the GraphQL library + subclass_sets: dict mapping class names to the set of names of its subclasses + macro_ast: AST GraphQL object defining the macro edge. Originates from + the "expansion_ast" key from a MacroEdgeDescriptor, though potentially sanitized. + selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. + + Returns: + tuple of: + - replacement_selection_ast: GraphQL AST object to replace the given selection_ast + - sibling_prefix_selections: list of GraphQL AST objects describing the selections + to be added somewhere in the same scope but before the replacement_selection_ast. + - sibling_suffix_selections: list of GraphQL AST objects describing the selections + to be added somewhere in the same scope but after the replacement_selection_ast. + Since the replacemet_selection_ast is a vertex field, and vertex fields always + go after property fields, these selections are all vertex fields. + """ + replacement_selection_ast = None + sibling_prefix_selections = [] + sibling_suffix_selections = [] + + # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. + + for macro_selection in macro_ast.selection_set.selections: + new_ast, target_ast = find_target_and_copy_path_to_it(macro_selection) + if target_ast is None: + if replacement_selection_ast is None: + sibling_prefix_selections.append(macro_selection) + else: + sibling_suffix_selections.append(macro_selection) + else: + if replacement_selection_ast is not None: + raise AssertionError(u'Found multiple @macro_edge_target directives. This means ' + u'the macro definition is invalid, and should never happen ' + u'as it should have been caught during validation. Macro AST: ' + u'{}'.format(macro_ast)) + replacement_selection_ast = new_ast + type_at_target = get_type_at_macro_edge_target(schema, macro_ast) + _merge_selection_into_target(subclass_sets, target_ast, type_at_target, selection_ast) + + if replacement_selection_ast is None: + raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' + .format(macro_ast)) + + return replacement_selection_ast, sibling_prefix_selections, sibling_suffix_selections + + +def _merge_non_overlapping_dicts(merge_target, new_data): + """Produce the merged result of two dicts that are supposed to not overlap.""" + result = dict(merge_target) + + for key, value in six.iteritems(new_data): + if key in merge_target: + raise AssertionError(u'Overlapping key "{}" found in dicts that are supposed ' + u'to not overlap. Values: {} {}' + .format(key, merge_target[key], value)) + + result[key] = value + + return result + + +# ############ +# Public API # +# ############ + +def expand_potential_macro_edge(macro_registry, current_schema_type, ast, query_args, tag_names): + """Expand the macro edge at the provided field, if it refers to a macro edge. + + Args: + macro_registry: MacroRegistry, the registry of macro descriptors used for expansion + current_schema_type: GraphQL type object describing the current type at the given AST node + ast: GraphQL AST object that potentially requires macro expansion + query_args: dict mapping strings to any type, containing the arguments for the query + tag_names: set of names of tags currently in use. The set is mutated in this function. + + Returns: + tuple (new_ast, new_query_args, sibling_prefix_selections, sibling_suffix_selections) + It contains a potentially-rewritten GraphQL AST object and its matching args, as well as + any sibling selections (lists of fields existing in the same scope as the new_ast) + that should be added either before (prefix) or after (suffix) the appearance of new_ast + in its scope. If no changes were made (e.g. if the AST was not a macro edge), the new_ast + and new_query_args values are guaranteed to be the exact same objects as the input ones, + whereas the prefix and suffix sibling selections values are guaranteed to be empty lists. + """ + no_op_result = (ast, query_args, [], []) + + macro_edges_at_this_type = macro_registry.macro_edges_at_class.get( + current_schema_type.name, dict()) + + # If the input AST isn't a Field, it can't be a macro edge. Nothing to be done. + if not isinstance(ast, Field): + return no_op_result + + # If the field isn't a vertex field, it can't be a macro edge. Nothing to be done. + field_name = get_ast_field_name(ast) + if not is_vertex_field_name(field_name): + return no_op_result + + # If the vertex field isn't a macro edge, there's nothing to be done. + macro_edge_descriptor = macro_edges_at_this_type.get(field_name, None) + if macro_edge_descriptor is None: + return no_op_result + + # We're dealing with a macro edge. Ensure its use is legal. + _ensure_directives_on_macro_edge_are_supported(ast) + + # Sanitize the macro, making sure it doesn't use any taken tag names. + macro_tag_names = get_all_tag_names(macro_edge_descriptor.expansion_ast) + name_change_map = generate_disambiguations(tag_names, macro_tag_names) + tag_names.update(name_change_map.values()) + sanitized_macro_ast = replace_tag_names( + name_change_map, macro_edge_descriptor.expansion_ast) + tag_names.update(name_change_map.values()) + + new_ast, prefix_selections, suffix_selections = _expand_specific_macro_edge( + macro_registry.schema_without_macros, macro_registry.subclass_sets, + sanitized_macro_ast, ast) + # TODO(predrag): Write a test that makes sure we've chosen unique names for filter arguments. + new_query_args = _merge_non_overlapping_dicts(query_args, macro_edge_descriptor.macro_args) + + return (new_ast, new_query_args, prefix_selections, suffix_selections) diff --git a/graphql_compiler/macros/macro_expansion.py b/graphql_compiler/macros/macro_expansion.py index 4bb313506..136881146 100644 --- a/graphql_compiler/macros/macro_expansion.py +++ b/graphql_compiler/macros/macro_expansion.py @@ -3,264 +3,16 @@ from itertools import chain from graphql.language.ast import InlineFragment, SelectionSet -import six from ..ast_manipulation import ( get_ast_field_name, get_only_query_definition, get_only_selection_from_ast ) -from ..compiler.helpers import ( - get_uniquely_named_objects_by_name, get_vertex_field_type, strip_non_null_and_list_from_type -) -from ..exceptions import GraphQLCompilationError, GraphQLInvalidMacroError -from ..schema import FilterDirective, is_vertex_field_name -from .macro_edge.ast_rewriting import find_target_and_copy_path_to_it, replace_tag_names -from .macro_edge.ast_traversal import get_all_tag_names, get_type_at_macro_edge_target -from .macro_edge.directives import MacroEdgeTargetDirective -from .macro_edge.name_generation import generate_disambiguations - - -def _merge_non_overlapping_dicts(merge_target, new_data): - """Produce the merged result of two dicts that are supposed to not overlap.""" - result = dict(merge_target) - - for key, value in six.iteritems(new_data): - if key in merge_target: - raise AssertionError(u'Overlapping key "{}" found in dicts that are supposed ' - u'to not overlap. Values: {} {}' - .format(key, merge_target[key], value)) - - result[key] = value - - return result - - -def _merge_selection_sets(selection_set_a, selection_set_b): - """Merge selection sets, merging directives on name conflict. - - Create a selection set that contains the selections of both inputs. If there is a name - collision on a property field, we take the directives from both inputs on that field and - merge them. We disallow name collision on a vertex field. - - The value None represents an empty SelectionSet. - - The order of selections in the resulting SelectionSet has the following properties: - - property fields are before vertex fields. - - property fields in selection_set_b come later than other property fields. - - vertex fields in selection_set_b come later than other vertex fields. - - ties are resolved by respecting the ordering of fields in the input arguments. - - Args: - selection_set_a: SelectionSet or None to be merged with the other - selection_set_b: SelectionSet or None to be merged with the other - - Returns: - SelectionSet or None with contents from both input selection sets - """ - if selection_set_a is None: - return selection_set_b - if selection_set_b is None: - return selection_set_a - - # Convert to dict - selection_dict_a = get_uniquely_named_objects_by_name(selection_set_a.selections) - selection_dict_b = get_uniquely_named_objects_by_name(selection_set_b.selections) - - # Compute intersection by name - common_selection_dict = dict() - common_fields = set(selection_dict_a.keys()) & set(selection_dict_b.keys()) - for field_name in common_fields: - field_a = selection_dict_a[field_name] - field_b = selection_dict_b[field_name] - if field_a.selection_set is not None or field_b.selection_set is not None: - raise GraphQLCompilationError(u'Macro expansion results in a query traversing the ' - u'same edge {} twice, which is disallowed.' - .format(field_name)) - - merged_field = copy(field_a) - merged_field.directives = list(chain(field_a.directives, field_b.directives)) - common_selection_dict[field_name] = merged_field - - # Merge dicts, using common_selection_dict for keys present in both selection sets. - merged_selection_dict = copy(selection_dict_a) - merged_selection_dict.update(selection_dict_b) - merged_selection_dict.update(common_selection_dict) # Overwrite keys in the intersection. - - # The macro or the user code could have an unused (pro-forma) field for the sake of not - # having an empty selection in a vertex field. We remove pro-forma fields if they are - # no longer necessary. - if len(merged_selection_dict) > 1: # Otherwise we need a pro-forma field - non_pro_forma_fields = { - name: ast - for name, ast in six.iteritems(merged_selection_dict) - if ast.selection_set is not None or len(ast.directives) > 0 - # If there's selections or directives under the field, it is not pro-forma. - } - if non_pro_forma_fields: - merged_selection_dict = non_pro_forma_fields - else: - # There's multiple pro-forma fields. Pick one of them (the one with smallest name). - lexicographically_first_name = min(merged_selection_dict.keys()) - merged_selection_dict = { - lexicographically_first_name: merged_selection_dict[lexicographically_first_name] - } - - # Get a deterministic ordering of the merged selections - selection_name_order = list(chain(( - ast.name.value - for ast in selection_set_a.selections - if ast.name.value not in selection_dict_b - ), ( - ast.name.value - for ast in selection_set_b.selections - ))) - - # Make sure that all property fields come before all vertex fields. Note that sort is stable. - merged_selections = [ - merged_selection_dict[name] - for name in selection_name_order - if name in merged_selection_dict - ] - return SelectionSet(sorted( - merged_selections, - key=lambda ast: ast.selection_set is not None - )) - - -def _merge_selection_into_target(target_ast, type_at_target, selection_ast, subclass_sets=None): - """Add the selections, directives, and coercions from the selection_ast to the target_ast. - - Mutate the target_ast, merging into it everything from the selection_ast. If the target - is at a type coercion and the selection_ast starts with a type coercion, combine them - into one coercion that preserves the semantics of nested coercions, which are disallowed. - - For details on how fields and directives are merged, see _merge_selection_sets. - - Args: - target_ast: AST at the @macro_edge_target directive - type_at_target: GraphQL type at the @macro_edge_target - selection_ast: AST to merge inside the target. Required to have a nonempty selection set. - subclass_sets: optional dict mapping class names to the set of its subclass names - """ - if selection_ast.selection_set is None or not selection_ast.selection_set.selections: - raise AssertionError(u'Precondition violated. selection_ast is expected to be nonempty {}' - .format(selection_ast)) - - # Remove @macro_edge_target directive - target_ast.directives = [ - directive - for directive in target_ast.directives - if directive.name.value != MacroEdgeTargetDirective.name - ] - - # See if there's a type coercion in the selection_ast - coercion = None - for selection in selection_ast.selection_set.selections: - if isinstance(selection, InlineFragment): - if len(selection_ast.selection_set.selections) != 1: - raise GraphQLCompilationError(u'Found selections outside type coercion. ' - u'Please move them inside the coercion.') - else: - coercion = selection - - # Deal with coercions at the target - continuation_ast = selection_ast - if coercion is not None: - coercion_class = coercion.type_condition.name.value - continuation_ast = coercion - if isinstance(target_ast, InlineFragment): - target_ast.type_condition = coercion.type_condition - else: - # Slip a type coercion under the target ast - new_coercion = InlineFragment(coercion.type_condition, - target_ast.selection_set, directives=[]) - target_ast.selection_set = SelectionSet([new_coercion]) - target_ast = new_coercion - - # coercion_class is required to subclass type_at_target so we can merge the - # macro selections inside the coercion, and merge the two coercions into one - if coercion_class != type_at_target.name: - if subclass_sets is None: - # TODO(bojanserafimov): Write test for this failure - raise GraphQLCompilationError( - u'Cannot prove type coercion at macro target is valid. Please provide a ' - u'hint that {} subclasses {} using the subclass_sets argument.' - .format(coercion_class, type_at_target.name)) - else: - if coercion_class not in subclass_sets.get(type_at_target.name, set()): - raise GraphQLCompilationError( - u'Only coercions to a subclass are allowed at the macro edge target, but ' - u'{} is not a subclass of {}.'.format(coercion_class, type_at_target.name)) - - # Merge the continuation into the target - target_ast.directives += continuation_ast.directives - target_ast.selection_set = _merge_selection_sets( - target_ast.selection_set, continuation_ast.selection_set) - - -def _expand_specific_macro_edge(schema, macro_ast, selection_ast, subclass_sets=None): - """Produce a tuple containing the new replacement selection AST, and a list of extra selections. - - Args: - schema: GraphQL schema object, created using the GraphQL library - macro_ast: AST GraphQL object defining the macro edge. Can be retrieved as - the "expansion_ast" key from a MacroEdgeDescriptor. - selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. - subclass_sets: optional dict mapping class names to the set of its subclass names - - Returns: - tuple of: - - replacement_selection_ast: GraphQL AST object to replace the given selection_ast - - selections_before: list of GraphQL AST objects, the selections to be added somewhere - before the replacement_selection_ast. - - selections_after: list of GraphQL AST objects, the selections to be added somewhere - after the replacement_selection_ast. Since the replacemet_selection_ast is a vertex - field, and vertex fields always go after property fields, these selections are all - vertex fields. - """ - replacement_selection_ast = None - selections_before = [] - selections_after = [] - - # TODO(bojanserafimov): Remove macro tags if the user has tagged the same field. - - for macro_selection in macro_ast.selection_set.selections: - new_ast, target_ast = find_target_and_copy_path_to_it(macro_selection) - if target_ast is None: - if replacement_selection_ast is None: - selections_before.append(macro_selection) - else: - selections_after.append(macro_selection) - else: - if replacement_selection_ast is not None: - raise AssertionError(u'Found multiple @macro_edge_target directives. {}' - .format(macro_ast)) - replacement_selection_ast = new_ast - type_at_target = get_type_at_macro_edge_target(schema, macro_ast) - _merge_selection_into_target(target_ast, type_at_target, - selection_ast, subclass_sets=subclass_sets) - - if replacement_selection_ast is None: - raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' - .format(macro_ast)) - - return replacement_selection_ast, selections_before, selections_after - - -def _check_that_expansion_directives_are_supported(macro_edge_field): - """Raise GraphQLCompilationError if an unsupported directive is used at expansion.""" - macro_name = get_ast_field_name(macro_edge_field) - directives_supported_at_macro_expansion = frozenset({ - FilterDirective.name, - }) - for directive in macro_edge_field.directives: - directive_name = directive.name.value - if directive_name not in directives_supported_at_macro_expansion: - raise GraphQLCompilationError( - u'Encountered a {} directive applied to the {} macro edge, which is ' - u'not currently supported by the macro system. Please alter your query to not use ' - u'unsupported directives on macro edges. Supported directives are: {}' - .format(directive_name, macro_name, - set(directives_supported_at_macro_expansion))) +from ..compiler.helpers import get_vertex_field_type, strip_non_null_and_list_from_type +from ..exceptions import GraphQLInvalidMacroError +from ..schema import is_vertex_field_name +from .macro_edge.ast_rewriting import merge_selection_sets +from .macro_edge.ast_traversal import get_all_tag_names +from .macro_edge.expansion import expand_potential_macro_edge def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_args, tag_names): @@ -268,9 +20,6 @@ def _expand_macros_in_inner_ast(macro_registry, current_schema_type, ast, query_ Args: macro_registry: MacroRegistry, the registry of macro descriptors used for expansion - inherited_macro_edges: Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: - class name -> (macro edge name -> MacroEdgeDescriptor) - containing macros defined on this class and superclasses current_schema_type: GraphQL type object describing the current type at the given AST node ast: GraphQL AST object that potentially requires macro expansion query_args: dict mapping strings to any type, containing the arguments for the query @@ -281,15 +30,11 @@ class name -> (macro edge name -> MacroEdgeDescriptor) and its new args. If the input GraphQL AST did not make use of any macros, the returned values are guaranteed to be the exact same objects as the input ones. """ - schema = macro_registry.schema_without_macros - subclass_sets = macro_registry.subclass_sets - macro_edges_at_this_class = macro_registry.macro_edges_at_class - if ast.selection_set is None: # No macro expansion happens at this level if there are no selections. return ast, query_args - macro_edges_at_this_type = macro_edges_at_this_class.get(current_schema_type.name, dict()) + schema = macro_registry.schema_without_macros made_changes = False new_selection_set = None @@ -297,8 +42,8 @@ class name -> (macro edge name -> MacroEdgeDescriptor) for selection_ast in ast.selection_set.selections: new_selection_ast = selection_ast - selections_before = [] # Selections from macro expansion to be added before this selection - selections_after = [] # Selections from macro expansion to be added after this selection + prefix_selections = [] # Selections from macro expansion to be added before this selection + suffix_selections = [] # Selections from macro expansion to be added after this selection if isinstance(selection_ast, InlineFragment): vertex_field_type = schema.get_type(selection_ast.type_condition.name.value) @@ -308,25 +53,12 @@ class name -> (macro edge name -> MacroEdgeDescriptor) else: field_name = get_ast_field_name(selection_ast) if is_vertex_field_name(field_name): - # Check if this is a macro edge. - if field_name in macro_edges_at_this_type: - _check_that_expansion_directives_are_supported(selection_ast) - macro_edge_descriptor = macro_edges_at_this_type[field_name] + new_selection_ast, new_query_args, prefix_selections, suffix_selections = ( + expand_potential_macro_edge(macro_registry, current_schema_type, selection_ast, + new_query_args, tag_names)) - # Sanitize the macro, making sure it doesn't use any taken tag names. - macro_tag_names = get_all_tag_names(macro_edge_descriptor.expansion_ast) - name_change_map = generate_disambiguations(tag_names, macro_tag_names) - tag_names.update(name_change_map.values()) - sanitized_macro_ast = replace_tag_names( - name_change_map, macro_edge_descriptor.expansion_ast) - - new_selection_ast, selections_before, selections_after = ( - _expand_specific_macro_edge(schema, sanitized_macro_ast, selection_ast, - subclass_sets=subclass_sets)) - new_query_args = _merge_non_overlapping_dicts( - new_query_args, macro_edge_descriptor.macro_args) - - # There is now a new AST field name for the selection, after macro expansion. + if new_selection_ast is not selection_ast: + # We expanded a macro edge, make sure the field name stays in sync. field_name = get_ast_field_name(new_selection_ast) # Recurse on the new_selection_ast, to expand any macros @@ -338,26 +70,33 @@ class name -> (macro edge name -> MacroEdgeDescriptor) macro_registry, vertex_field_type, new_selection_ast, new_query_args, tag_names) - if new_selection_ast is selection_ast and (selections_before or selections_after): - raise AssertionError(u'No macro expansion happened but there are selections ' - u'to expand before and after the current selection {} {}.' + if new_selection_ast is selection_ast and (prefix_selections or suffix_selections): + raise AssertionError(u'No macro expansion happened but unexpectedly there are ' + u'prefix or suffix selections to expand: {} {}.' u'current_schema_type: {}, ast: {}, field_name: {}' - .format(selections_before, selections_after, + .format(prefix_selections, suffix_selections, current_schema_type, ast, field_name)) if new_selection_ast is not selection_ast: made_changes = True - new_selection_set = _merge_selection_sets(new_selection_set, SelectionSet( - selections_before + [new_selection_ast] + selections_after)) + new_selection_set = merge_selection_sets(new_selection_set, SelectionSet( + list(chain(prefix_selections, [new_selection_ast], suffix_selections)))) if made_changes: result_ast = copy(ast) result_ast.selection_set = new_selection_set + result_query_args = new_query_args else: + if new_query_args is not query_args: + raise AssertionError(u'No changes made during macro expansion, but query args changed: ' + u'{} vs {}. AST: {}' + .format(query_args, new_query_args, ast)) + result_ast = ast + result_query_args = query_args - return result_ast, new_query_args + return result_ast, result_query_args # ############ From 587e20adb73de011c8e7c9016384540e37bd53ef Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Thu, 29 Aug 2019 13:38:57 -0400 Subject: [PATCH 84/91] Remove dead code from helpers file. --- .../macros/macro_edge/ast_rewriting.py | 45 ------------------- 1 file changed, 45 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/ast_rewriting.py b/graphql_compiler/macros/macro_edge/ast_rewriting.py index 0e432b35b..7ea04eb38 100644 --- a/graphql_compiler/macros/macro_edge/ast_rewriting.py +++ b/graphql_compiler/macros/macro_edge/ast_rewriting.py @@ -238,51 +238,6 @@ def remove_directives_from_ast(ast, directive_names_to_omit): return new_ast -def omit_ast_from_ast_selections(ast, ast_to_omit): - """Return an equivalent AST to the input, but with the specified AST omitted if it appears. - - Args: - ast: GraphQL library AST object, such as a Field, InlineFragment, or OperationDefinition - ast_to_omit: GraphQL library AST object, the *exact same* object that should be omitted. - This function uses reference equality, since deep equality can get expensive. - - Returns: - GraphQL library AST object, equivalent to the input one, with all instances of - the specified AST omitted. If the specified AST does not appear in the input AST, - the returned object is the exact same object as the input. - """ - if not isinstance(ast, (Field, InlineFragment, OperationDefinition)): - return ast - - if ast.selection_set is None: - return ast - - made_changes = False - - selections_to_keep = [] - for selection_ast in ast.selection_set.selections: - if selection_ast is ast_to_omit: - # Drop the current selection. - made_changes = True - else: - new_selection_ast = omit_ast_from_ast_selections(selection_ast, ast_to_omit) - if new_selection_ast is not selection_ast: - # The current selection contained the AST to omit, and was altered as a result. - made_changes = True - selections_to_keep.append(new_selection_ast) - - if not made_changes: - return ast - - new_ast = copy(ast) - if not selections_to_keep: - new_ast.selection_set = None - else: - new_ast.selection_set = SelectionSet(selections_to_keep) - - return new_ast - - def find_target_and_copy_path_to_it(ast): """Copy the AST objects on the path to the target, returning the copied AST and the target AST. From fdc6dc83dfc671b60fb7b7fd6572d9deceeb6d00 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Tue, 3 Sep 2019 17:07:48 -0400 Subject: [PATCH 85/91] Mark tests of unimplemented functionality with pytest xfail mark. --- graphql_compiler/tests/test_macro_expansion.py | 8 ++++---- graphql_compiler/tests/test_macro_validation.py | 10 +++++----- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/graphql_compiler/tests/test_macro_expansion.py b/graphql_compiler/tests/test_macro_expansion.py index cb66ed9ee..2e3d4569b 100644 --- a/graphql_compiler/tests/test_macro_expansion.py +++ b/graphql_compiler/tests/test_macro_expansion.py @@ -537,7 +537,7 @@ def test_macro_edge_tag_collision(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') + @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_colocated_tags(self): query = '''{ Animal { @@ -575,13 +575,13 @@ def test_macro_edge_colocated_tags(self): compare_graphql(self, expected_query, expanded_query) self.assertEqual(expected_args, new_args) - @pytest.mark.skip(reason='not implemented') + @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_colocated_tags_with_same_name(self): query = '''{ Animal { net_worth @tag(tag_name: "net_worth") out_Animal_RichYoungerSiblings { - net_worth @filter(op_name: "<", value: ["%net_worth"]) + net_worth @filter(op_name: "<=", value: ["%net_worth"]) @output(out_name: "sibling_net_worth") } } @@ -597,7 +597,7 @@ def test_macro_edge_colocated_tags_with_same_name(self): in_Animal_ParentOf { out_Animal_ParentOf { net_worth @filter(op_name: ">", value: ["%net_worth"]) - @filter(op_name: "<", value: ["%net_worth"]) + @filter(op_name: "<=", value: ["%net_worth"]) @output(out_name: "sibling_net_worth") out_Animal_BornAt { event_date @filter(op_name: "<", value: ["%birthday"]) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 8bf53145a..e7745d810 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -398,7 +398,7 @@ def test_macro_edge_duplicate_definition_on_subclass(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') + @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_duplicating_real_edge_name_at_target(self): query = '''{ Species @macro_edge_definition(name: "out_Animal_BornAt") { @@ -417,7 +417,7 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, query, args) - @pytest.mark.skip(reason='not implemented') + @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_duplicate_macro_definition_on_target(self): # Future-proofing, so that we can reverse macro edges query = '''{ @@ -449,10 +449,10 @@ def test_macro_edge_duplicate_macro_definition_on_target(self): with self.assertRaises(AssertionError): register_macro_edge(macro_registry, duplicate_query, args) - @pytest.mark.skip(reason='not implemented') + @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_duplicate_definition_on_target_subclass(self): query = '''{ - Entity @macro_edge_definition(name: "out_RelatedOfRelated") { + Animal @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related @macro_edge_target { uuid @@ -461,7 +461,7 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): } }''' query_on_subclass = '''{ - Entity @macro_edge_definition(name: "out_RelatedOfRelated") { + Species @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related { ... on Event @macro_edge_target { From d75dbba231a341086b29ebfe3e29cb38ba6e3bb8 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 11:37:17 -0400 Subject: [PATCH 86/91] Add validation for schema conflicts of reverse macro edges. Also add new test cases for macro - reverse-macro conflicts. --- .../macros/macro_edge/validation.py | 86 +++-- .../tests/test_macro_validation.py | 294 +++++++++++++----- 2 files changed, 276 insertions(+), 104 deletions(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 68a61b646..e7cb6d2dd 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -14,9 +14,12 @@ from ...compiler.helpers import get_only_element_from_collection from ...exceptions import GraphQLInvalidMacroError from ...query_formatting.common import ensure_arguments_are_provided -from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name +from ...schema import ( + INBOUND_EDGE_FIELD_PREFIX, OUTBOUND_EDGE_FIELD_PREFIX, VERTEX_FIELD_PREFIXES, FoldDirective, + is_vertex_field_name +) from .ast_rewriting import remove_directives_from_ast -from .ast_traversal import get_directives_for_ast +from .ast_traversal import get_directives_for_ast, get_type_at_macro_edge_target from .descriptor import create_descriptor_from_ast_and_args from .directives import ( DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, @@ -138,6 +141,24 @@ def _validate_that_macro_edge_definition_is_only_top_level_field_directive(ast, get_human_friendly_ast_field_name(macro_defn_ast))) +def _find_subclass_with_field_name(schema, subclass_sets, parent_class_name, field_name): + """Find a subclass that has a field with a given name, or return None if none exists.""" + subclasses = subclass_sets[parent_class_name] + if parent_class_name not in subclasses: + raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' + u'subclass_sets value is incorrectly constructed: {} {} {}' + .format(parent_class_name, subclasses, subclass_sets)) + + for subclass_name in subclasses: + class_object = schema.get_type(subclass_name) + if field_name in class_object.fields: + # Found a match! + return subclass_name + + # No match. + return None + + def _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, macro_edge_name): """Ensure that the provided macro edge name is valid for the given class name.""" # The macro edge must be a valid edge name. @@ -149,28 +170,44 @@ def _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, # The macro edge must not have the same name as an existing edge on the class where it exists, # or any of its subclasses. - subclasses = subclass_sets[class_name] - if class_name not in subclasses: - raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' - u'subclass_sets value is incorrectly constructed: {} {} {}' - .format(class_name, subclasses, subclass_sets)) + conflicting_subclass_name = _find_subclass_with_field_name( + schema, subclass_sets, class_name, macro_edge_name) + if conflicting_subclass_name is not None: + extra_error_text = u'' + if conflicting_subclass_name != class_name: + extra_error_text = ( + u'{} is a subclass of {}, which is where you attempted to define a macro edge' + .format(conflicting_subclass_name, class_name) + ) + raise GraphQLInvalidMacroError( + u'The provided macro edge name "{edge_name}" has the same name as ' + u'an existing field on the "{subclass_name}" GraphQL type or interface. ' + u'{extra_error_text}' + u'This is not allowed, please choose a different name.' + .format(edge_name=macro_edge_name, subclass_name=conflicting_subclass_name, + extra_error_text=extra_error_text)) + + +def _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_name, macro_edge_name): + """Ensure that the provided macro does not conflict when its direction is reversed.""" + if macro_edge_name.startswith(INBOUND_EDGE_FIELD_PREFIX): + raw_edge_name = macro_edge_name[len(INBOUND_EDGE_FIELD_PREFIX):] + prefix = OUTBOUND_EDGE_FIELD_PREFIX + elif macro_edge_name.startswith(OUTBOUND_EDGE_FIELD_PREFIX): + raw_edge_name = macro_edge_name[len(OUTBOUND_EDGE_FIELD_PREFIX):] + prefix = INBOUND_EDGE_FIELD_PREFIX + else: + raise AssertionError(u'Unreachable condition reached: {}'.format(macro_edge_name)) - for subclass_name in subclasses: - class_object = schema.get_type(class_name) - if macro_edge_name in class_object.fields: - extra_error_text = u'' - if subclass_name != class_name: - extra_error_text = ( - u'{} is a subclass of {}, which is where you attempted to define a macro edge' - .format(subclass_name, class_name) - ) - raise GraphQLInvalidMacroError( - u'The provided macro edge name "{edge_name}" has the same name as ' - u'an existing field on the "{subclass_name}" GraphQL type or interface. ' - u'{extra_error_text}' - u'This is not allowed, please choose a different name.' - .format(edge_name=macro_edge_name, subclass_name=subclass_name, - extra_error_text=extra_error_text)) + reversed_macro_edge_name = prefix + raw_edge_name + + # The reversed macro edge must not have the same name as an existing edge on the target class + # it points to, or any of its subclasses. If such an edge exists, then the macro edge is not + # reversible since the reversed macro edge would conflict with the existing edge on that class. + conflicting_subclass_name = _find_subclass_with_field_name( + schema, subclass_sets, reverse_start_class_name, reversed_macro_edge_name) + if conflicting_subclass_name is not None: + raise GraphQLInvalidMacroError() # TODO(predrag): Error message def _get_minimal_query_ast_from_macro_ast(macro_ast): @@ -271,6 +308,9 @@ def get_and_validate_macro_edge_info(schema, subclass_sets, ast, macro_edge_args _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, macro_edge_name) + reverse_start_class_name = get_type_at_macro_edge_target(schema, macro_defn_ast).name + _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_name, macro_edge_name) + descriptor = create_descriptor_from_ast_and_args( class_name, macro_edge_name, macro_defn_ast, macro_edge_args) diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index e7745d810..6385993aa 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -14,7 +14,7 @@ def setUp(self): self.maxDiff = None def test_bad_operation_type(self): - query = '''mutation { + macro_edge_definition = '''mutation { Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -27,10 +27,10 @@ def test_bad_operation_type(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_with_output_directive(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -43,10 +43,10 @@ def test_macro_with_output_directive(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_with_output_source_directive(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf @output_source { out_Animal_ParentOf @macro_edge_target { @@ -59,10 +59,10 @@ def test_macro_with_output_source_directive(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_with_target_inside_fold(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf @fold { out_Animal_ParentOf @macro_edge_target { @@ -75,10 +75,10 @@ def test_macro_with_target_inside_fold(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_with_target_outside_fold(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -96,10 +96,10 @@ def test_macro_with_target_outside_fold(self): # It should compile successfully macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_missing_target(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { out_Animal_ParentOf { @@ -112,10 +112,10 @@ def test_macro_edge_missing_target(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_multiple_targets(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf @macro_edge_target { out_Animal_ParentOf @macro_edge_target { @@ -128,10 +128,10 @@ def test_macro_edge_multiple_targets(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_multiple_targets_2(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf_Invalid") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target @macro_edge_target { @@ -144,10 +144,10 @@ def test_macro_edge_multiple_targets_2(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_missing_definition(self): - query = '''{ + macro_edge_definition = '''{ Animal { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -160,10 +160,10 @@ def test_macro_edge_missing_definition(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_invalid_definition(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -176,10 +176,10 @@ def test_macro_edge_invalid_definition(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_target_directive_starting_with_coercion_disallowed(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_AvailableFood_Invalid") { out_Animal_LivesIn { in_Entity_Related @macro_edge_target { @@ -194,10 +194,10 @@ def test_macro_edge_target_directive_starting_with_coercion_disallowed(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_invalid_no_op_1(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_Self") @macro_edge_target { uuid } @@ -206,10 +206,10 @@ def test_macro_edge_invalid_no_op_1(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_invalid_no_op_2(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_Filter") @macro_edge_target { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) @@ -222,10 +222,10 @@ def test_macro_edge_invalid_no_op_2(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_missing_args(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) @@ -242,10 +242,10 @@ def test_macro_edge_missing_args(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_extra_args(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) @@ -264,10 +264,10 @@ def test_macro_edge_extra_args(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_incorrect_arg_types(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { net_worth @filter(op_name: "=", value: ["$net_worth"]) color @filter(op_name: "=", value: ["$color"]) @@ -287,10 +287,10 @@ def test_macro_edge_incorrect_arg_types(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidArgumentError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_multiple_definitions(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -310,10 +310,10 @@ def test_macro_edge_multiple_definitions(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_duplicate_definition(self): - query = '''{ + macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { out_Animal_ParentOf { out_Animal_ParentOf @macro_edge_target { @@ -325,12 +325,12 @@ def test_macro_edge_duplicate_definition(self): args = {} macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_duplicating_real_edge_name(self): - query = '''{ + macro_edge_definition = '''{ Species @macro_edge_definition(name: "out_Species_Eats") { out_Entity_Related { out_Entity_Related { @@ -345,10 +345,10 @@ def test_macro_edge_duplicating_real_edge_name(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_with_bad_name(self): - query = '''{ + macro_edge_definition = '''{ Species @macro_edge_definition(name: "not_edge_like_name") { out_Entity_Related { out_Entity_Related { @@ -363,10 +363,10 @@ def test_macro_edge_with_bad_name(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) def test_macro_edge_duplicate_definition_on_subclass(self): - query = '''{ + macro_edge_definition = '''{ Entity @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related @macro_edge_target { @@ -375,7 +375,7 @@ def test_macro_edge_duplicate_definition_on_subclass(self): } } }''' - query_on_subclass = '''{ + macro_edge_definition_on_subclass = '''{ Event @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related @macro_edge_target { @@ -388,20 +388,20 @@ def test_macro_edge_duplicate_definition_on_subclass(self): # Try registering on the superclass first macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query_on_subclass, args) + register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) # Try registering on the subclass first macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query_on_subclass, args) + register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) - @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_duplicating_real_edge_name_at_target(self): - query = '''{ - Species @macro_edge_definition(name: "out_Animal_BornAt") { + """Macro edges, when reversed, cannot duplicate existing edges at that type.""" + macro_edge_definition = '''{ + Species @macro_edge_definition(name: "in_Animal_BornAt") { out_Entity_Related { out_Entity_Related { ... on Animal @macro_edge_target { @@ -415,27 +415,27 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): macro_registry = get_empty_test_macro_registry() with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, macro_edge_definition, args) @pytest.mark.xfail(strict=True, reason='not implemented') - def test_macro_edge_duplicate_macro_definition_on_target(self): - # Future-proofing, so that we can reverse macro edges - query = '''{ - Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { - out_Animal_ParentOf { - out_Animal_ParentOf @macro_edge_target { + def test_macro_edge_duplicate_definition_on_target_subclass(self): + # No matter in what order these macros are defined, their corresponding reversed macro edges + # always conflict since they are named the same thing and start on a pair of types in a + # subclass-superclass relationship with each other. + macro_edge_definition = '''{ + Animal @macro_edge_definition(name: "out_RelatedOfRelated") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { uuid } } } }''' - - # Meaningless query that has the same target and name - duplicate_query = '''{ - Species @macro_edge_definition(name: "out_Animal_GrandparentOf") { + macro_edge_definition_on_subclass = '''{ + Species @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related { - ... on Animal @macro_edge_target { + ... on Event @macro_edge_target { uuid } } @@ -444,43 +444,175 @@ def test_macro_edge_duplicate_macro_definition_on_target(self): }''' args = {} + # Try registering on the superclass first + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) + + # Try registering on the subclass first macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) - with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, duplicate_query, args) + register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition, args) + + def test_macro_edge_reversal_validation_rules_valid(self): + """Test that valid reverse macro edges can be defined manually.""" + macro_edge_definition = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + }''' + + # This edge is named the same as the reversal of "out_Animal_GrandparentOf" above, and is + # allowed since it points from Animal to Animal and therefore matches the types of the + # original edge -- even though it does something completely different. + allowed_macro_edge_definition = '''{ + Animal @macro_edge_definition(name: "in_Animal_GrandparentOf") { + out_Entity_Related { + ... on Animal @macro_edge_target { + uuid + } + } + } + }''' + + args = {} + + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, macro_edge_definition, args) + + # This call must succeed and not raise errors. + register_macro_edge(macro_registry, allowed_macro_edge_definition, args) @pytest.mark.xfail(strict=True, reason='not implemented') - def test_macro_edge_duplicate_definition_on_target_subclass(self): - query = '''{ - Animal @macro_edge_definition(name: "out_RelatedOfRelated") { + def test_macro_edge_reversal_validation_rules_origin_incompatible_conflict(self): + # Reversing a macro edge must not conflict with an existing macro edge + # defined between different types. The first one produces a macro edge from Animal to Animal + # whereas the reversal of the second one produces a macro edge with the same name + # from Animal to Species. + macro_edge_definition = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + }''' + + # Meaningless macro edge that (when reversed) has the same origin type (Animal) and name, + # but a different target type (Species) and is therefore invalid. + duplicate_macro_edge_definition = '''{ + Species @macro_edge_definition(name: "in_Animal_GrandparentOf") { out_Entity_Related { - out_Entity_Related @macro_edge_target { + ... on Animal @macro_edge_target { uuid } } } }''' - query_on_subclass = '''{ - Species @macro_edge_definition(name: "out_RelatedOfRelated") { + + args = {} + + # The two macros above are mutually incompatible, regardless of registration order. + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition, args) + + @pytest.mark.xfail(strict=True, reason='not implemented') + def test_macro_edge_reversal_validation_rules_origin_subclass_conflict(self): + # Reversing a macro edge must not conflict with an existing macro edge + # defined between different types. The first one produces a macro edge from Animal to Animal + # whereas the reversal of the second one produces a macro edge with the same name + # from Animal to Entity. Entity is a superclass of Animal, but it still is disallowed. + macro_edge_definition = '''{ + Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { + out_Animal_ParentOf @macro_edge_target { + uuid + } + } + }''' + + # Meaningless macro edge that (when reversed) has the same origin type (Animal) and name, + # but a different target type (Entity) and is therefore invalid. + duplicate_macro_edge_definition = '''{ + Entity @macro_edge_definition(name: "in_Animal_GrandparentOf") { out_Entity_Related { - out_Entity_Related { - ... on Event @macro_edge_target { + ... on Animal @macro_edge_target { + uuid + } + } + } + }''' + + args = {} + + # The two macros above are mutually incompatible, regardless of registration order. + # The first order tests "origin superclass" conflicts, where the conflict is caused due to + # the fact that the origin type of the reversed edge is a superclass of the original. + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + + # The second order tests "target subclass" conflicts, where the conflict is caused due to + # the fact that the target type of the reversed edge is a subclass of the original. + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition, args) + + @pytest.mark.xfail(strict=True, reason='not implemented') + def test_macro_edge_reversal_validation_rules_origin_superclass_conflict(self): + # Reversing a macro edge must not conflict with an existing macro edge + # defined between different types. The first one produces a macro edge from Entity to Entity + # whereas the reversal of the second one produces a macro edge with the same name + # from Animal to Entity. Entity is a superclass of Animal, but it still is disallowed. + macro_edge_definition = '''{ + Entity @macro_edge_definition(name: "out_DistantRelatedEntity") { + out_Entity_Related { + out_Entity_Related @macro_edge_target { + uuid + } + } + } + }''' + + # Meaningless macro edge that (when reversed) has the same origin type (Animal) and name, + # but a different target type (Entity) and is therefore invalid. + duplicate_macro_edge_definition = '''{ + Entity @macro_edge_definition(name: "in_DistantRelatedEntity") { + in_Entity_Related { + in_Entity_Related { + ... on Animal @macro_edge_target { uuid } } } } }''' + args = {} - # Try registering on the superclass first + # The two macros above are mutually incompatible, regardless of registration order. + # The first order tests "origin subclass" conflicts, where the conflict is caused due to + # the fact that the origin type of the reversed edge is a subclass of the original. macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query, args) - with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, query_on_subclass, args) + register_macro_edge(macro_registry, macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) - # Try registering on the subclass first + # The second order tests "target superclass" conflicts, where the conflict is caused due to + # the fact that the target type of the reversed edge is a superclass of the original. macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, query_on_subclass, args) - with self.assertRaises(AssertionError): - register_macro_edge(macro_registry, query, args) + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition, args) + From d52614abdaca29edc7cb8da8b5e814e60fdfeb10 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 11:47:24 -0400 Subject: [PATCH 87/91] Add validation error message. --- graphql_compiler/macros/macro_edge/validation.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index e7cb6d2dd..db9c6383b 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -207,7 +207,18 @@ def _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_nam conflicting_subclass_name = _find_subclass_with_field_name( schema, subclass_sets, reverse_start_class_name, reversed_macro_edge_name) if conflicting_subclass_name is not None: - raise GraphQLInvalidMacroError() # TODO(predrag): Error message + if conflicting_subclass_name != reverse_start_class_name: + extra_error_text = ( + u'{} is a subclass of {}, which is where your macro edge definition points to. ' + .format(conflicting_subclass_name, reverse_start_class_name) + ) + raise GraphQLInvalidMacroError( + u'The provided macro edge name "{edge_name}" is invalid: if the edge direction were ' + u'reversed, it would conflict with an existing field on the "{subclass_name}" GraphQL ' + u'type or interface. {extra_error_text}' + u'This is not allowed, please choose a different name.' + .format(edge_name=macro_edge_name, subclass_name=conflicting_subclass_name, + extra_error_text=extra_error_text)) def _get_minimal_query_ast_from_macro_ast(macro_ast): From 784d4696d31f285a8f37bcbf122e950636ca7393 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 13:38:38 -0400 Subject: [PATCH 88/91] Add more reverse macro edge validation logic. --- graphql_compiler/macros/__init__.py | 151 ++++++++++++------ .../macros/macro_edge/reversal.py | 20 +++ .../macros/macro_edge/validation.py | 13 +- .../tests/test_macro_validation.py | 2 - 4 files changed, 127 insertions(+), 59 deletions(-) create mode 100644 graphql_compiler/macros/macro_edge/reversal.py diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index e41f76b38..0056da7fe 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -23,6 +23,7 @@ DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDirective ) +from .macro_edge.reversal import make_reverse_macro_edge_name from .macro_expansion import expand_macros_in_query_ast @@ -80,7 +81,25 @@ def create_macro_registry(schema, type_equivalence_hints=None, subclass_sets=Non macro_edges_at_class=dict()) -def _check_macro_edge_for_definition_conflicts(macro_registry, base_class_name, macro_edge_name): +def _find_macro_edge_name_at_subclass(macro_registry, class_name, macro_edge_name): + """Return the descriptor for a given macro edge defined on a subclass, if it exists.""" + subclasses = macro_registry.subclass_sets[class_name] + if class_name not in subclasses: + raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' + u'subclass_sets value is incorrectly constructed: {} {} {}' + .format(class_name, subclasses, macro_registry.subclass_sets)) + + for subclass_name in subclasses: + existing_descriptor = macro_registry.macro_edges_at_class.get( + subclass_name, dict()).get(macro_edge_name, None) + + if existing_descriptor is not None: + return existing_descriptor + + return None + + +def _check_macro_edge_for_definition_conflicts(macro_registry, macro_edge_descriptor): """Ensure that the macro edge on the specified class does not cause any definition conflicts.""" # There are two kinds of conflicts that we check for: # - defining this macro edge would not conflict with any macro edges that already exist @@ -90,51 +109,86 @@ def _check_macro_edge_for_definition_conflicts(macro_registry, base_class_name, # macro edge definitions. # We check for both of them simultaneously, by ensuring that none of the subclasses of the # base class name have a macro edge by the specified name. - subclasses = macro_registry.subclass_sets[base_class_name] - if base_class_name not in subclasses: - raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' - u'subclass_sets value is incorrectly constructed: {} {} {}' - .format(base_class_name, subclasses, macro_registry.subclass_sets)) - - for subclass_name in subclasses: - existing_descriptor = macro_registry.macro_edges_at_class.get( - subclass_name, dict()).get(macro_edge_name, None) - if existing_descriptor is not None: - extra_error_text = u'' - conflict_on_class_name = existing_descriptor.base_class_name - if conflict_on_class_name != base_class_name: - # The existing descriptor is defined elsewhere. Let's figure out if it's a subclass - # or a superclass conflict. - if base_class_name in macro_registry.subclass_sets[conflict_on_class_name]: - relationship = 'supertype' - elif conflict_on_class_name in macro_registry.subclass_sets[base_class_name]: - relationship = 'subtype' - else: - raise AssertionError(u'Conflict between two macro edges defined on types that ' - u'are not each other\'s supertype: {} {} {}' - .format(base_class_name, macro_edge_name, macro_registry)) - - extra_error_text = ( - u' (a {relationship} of {current_type})' - ).format( - relationship=relationship, + base_class_name = macro_edge_descriptor.base_class_name + macro_edge_name = macro_edge_descriptor.macro_edge_name + + existing_descriptor = _find_macro_edge_name_at_subclass( + macro_registry, base_class_name, macro_edge_name) + + if existing_descriptor is not None: + extra_error_text = u'' + conflict_on_class_name = existing_descriptor.base_class_name + if conflict_on_class_name != base_class_name: + # The existing descriptor is defined elsewhere. Let's figure out if it's a subclass + # or a superclass conflict. + if base_class_name in macro_registry.subclass_sets[conflict_on_class_name]: + relationship = 'supertype' + elif conflict_on_class_name in macro_registry.subclass_sets[base_class_name]: + relationship = 'subtype' + else: + raise AssertionError(u'Conflict between two macro edges defined on types that ' + u'are not each other\'s supertype: {} {} {}' + .format(base_class_name, macro_edge_name, macro_registry)) + + extra_error_text = ( + u' (a {relationship} of {current_type})' + ).format( + relationship=relationship, + current_type=base_class_name, + ) + + raise GraphQLInvalidMacroError( + u'A macro edge with name {edge_name} cannot be defined on type {current_type} due ' + u'to a conflict with another macro edge with the same name defined ' + u'on type {original_type}{extra_error_text}.' + u'Cannot define this conflicting macro, please verify ' + u'if the existing macro edge does what you want, or rename your macro ' + u'edge to avoid the conflict. Existing macro definition and args: ' + u'{macro_graphql} {macro_args}' + .format(edge_name=macro_edge_name, current_type=base_class_name, - ) - - raise GraphQLInvalidMacroError( - u'A macro edge with name {edge_name} cannot be defined on type {current_type} due ' - u'to a conflict with another macro edge with the same name defined ' - u'on type {original_type}{extra_error_text}.' - u'Cannot define this conflicting macro, please verify ' - u'if the existing macro edge does what you want, or rename your macro ' - u'edge to avoid the conflict. Existing macro definition and args: ' - u'{macro_graphql} {macro_args}' - .format(edge_name=macro_edge_name, - current_type=base_class_name, - original_type=conflict_on_class_name, - extra_error_text=extra_error_text, - macro_graphql=print_ast(existing_descriptor.expansion_ast), - macro_args=existing_descriptor.macro_args)) + original_type=conflict_on_class_name, + extra_error_text=extra_error_text, + macro_graphql=print_ast(existing_descriptor.expansion_ast), + macro_args=existing_descriptor.macro_args)) + + +def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_descriptor): + """Ensure that the macro edge, when reversed, does not conflict with any existing macro edges. + + This function ensures that for any macro edge being defined, if a corresponding macro edge were + to be later defined in the opposite direction (whether manually or automatically), this new + reversed macro edge would not conflict with any existing macro edges. To check this, we generate + the name of the reversed macro edge, and then check the types the macro edge connects. If a + macro edge by the same name exists on either of those types, or any of their subtypes, then + the reversed macro edge is deemed in conflict, and the original macro edge definition is + considered invalid. + + Args: + macro_registry: MacroRegistry object containing macro descriptors, where the new + macro edge descriptor would be added. + macro_descriptor: MacroEdgeDescriptor describing the macro edge being added + """ + reverse_macro_edge_name = make_reverse_macro_edge_name(macro_descriptor.macro_edge_name) + + reverse_base_class_name = get_type_at_macro_edge_target( + macro_registry.schema_without_macros, macro_descriptor.expansion_ast).name + + reverse_target_class_name = macro_descriptor.base_class_name + + existing_descriptor = _find_macro_edge_name_at_subclass( + macro_registry, reverse_base_class_name, reverse_macro_edge_name) + + if existing_descriptor is not None: + # There is already a reverse macro edge. Let's make sure its endpoint types are an exact + # match compared to the endpoint types of the macro edge being defined. + if reverse_base_class_name != existing_descriptor.base_class_name: + raise GraphQLInvalidMacroError() + + existing_target_class_name = get_type_at_macro_edge_target( + macro_registry.schema_without_macros, existing_descriptor.expansion_ast).name + if reverse_target_class_name != existing_target_class_name: + raise GraphQLInvalidMacroError() def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): @@ -157,8 +211,11 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): type_equivalence_hints=macro_registry.type_equivalence_hints) # Ensure there's no conflict with macro edges defined on subclasses and superclasses. - _check_macro_edge_for_definition_conflicts( - macro_registry, macro_descriptor.base_class_name, macro_descriptor.macro_edge_name) + _check_macro_edge_for_definition_conflicts(macro_registry, macro_descriptor) + + # Ensure there's no conflict between existing macro edges and the (hypothetical) reversed + # macro edge of the one being defined. + _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_descriptor) for subclass_name in macro_registry.subclass_sets[macro_descriptor.base_class_name]: macro_registry.macro_edges_at_class.setdefault( diff --git a/graphql_compiler/macros/macro_edge/reversal.py b/graphql_compiler/macros/macro_edge/reversal.py new file mode 100644 index 000000000..b8611385e --- /dev/null +++ b/graphql_compiler/macros/macro_edge/reversal.py @@ -0,0 +1,20 @@ +from ...schema import INBOUND_EDGE_FIELD_PREFIX, OUTBOUND_EDGE_FIELD_PREFIX + + +# ############ +# Public API # +# ############ + +def make_reverse_macro_edge_name(macro_edge_name): + if macro_edge_name.startswith(INBOUND_EDGE_FIELD_PREFIX): + raw_edge_name = macro_edge_name[len(INBOUND_EDGE_FIELD_PREFIX):] + prefix = OUTBOUND_EDGE_FIELD_PREFIX + elif macro_edge_name.startswith(OUTBOUND_EDGE_FIELD_PREFIX): + raw_edge_name = macro_edge_name[len(OUTBOUND_EDGE_FIELD_PREFIX):] + prefix = INBOUND_EDGE_FIELD_PREFIX + else: + raise AssertionError(u'Unreachable condition reached: {}'.format(macro_edge_name)) + + reversed_macro_edge_name = prefix + raw_edge_name + + return reversed_macro_edge_name diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index db9c6383b..2bcaffab6 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -25,6 +25,7 @@ DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDefinitionDirective, MacroEdgeTargetDirective, get_schema_for_macro_edge_definitions ) +from .reversal import make_reverse_macro_edge_name def _validate_query_definition(ast): @@ -190,16 +191,7 @@ def _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, def _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_name, macro_edge_name): """Ensure that the provided macro does not conflict when its direction is reversed.""" - if macro_edge_name.startswith(INBOUND_EDGE_FIELD_PREFIX): - raw_edge_name = macro_edge_name[len(INBOUND_EDGE_FIELD_PREFIX):] - prefix = OUTBOUND_EDGE_FIELD_PREFIX - elif macro_edge_name.startswith(OUTBOUND_EDGE_FIELD_PREFIX): - raw_edge_name = macro_edge_name[len(OUTBOUND_EDGE_FIELD_PREFIX):] - prefix = INBOUND_EDGE_FIELD_PREFIX - else: - raise AssertionError(u'Unreachable condition reached: {}'.format(macro_edge_name)) - - reversed_macro_edge_name = prefix + raw_edge_name + reversed_macro_edge_name = make_reverse_macro_edge_name(macro_edge_name) # The reversed macro edge must not have the same name as an existing edge on the target class # it points to, or any of its subclasses. If such an edge exists, then the macro edge is not @@ -207,6 +199,7 @@ def _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_nam conflicting_subclass_name = _find_subclass_with_field_name( schema, subclass_sets, reverse_start_class_name, reversed_macro_edge_name) if conflicting_subclass_name is not None: + extra_error_text = u'' if conflicting_subclass_name != reverse_start_class_name: extra_error_text = ( u'{} is a subclass of {}, which is where your macro edge definition points to. ' diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 6385993aa..e14ac00e2 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -526,7 +526,6 @@ def test_macro_edge_reversal_validation_rules_origin_incompatible_conflict(self) with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, macro_edge_definition, args) - @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_reversal_validation_rules_origin_subclass_conflict(self): # Reversing a macro edge must not conflict with an existing macro edge # defined between different types. The first one produces a macro edge from Animal to Animal @@ -569,7 +568,6 @@ def test_macro_edge_reversal_validation_rules_origin_subclass_conflict(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, macro_edge_definition, args) - @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_reversal_validation_rules_origin_superclass_conflict(self): # Reversing a macro edge must not conflict with an existing macro edge # defined between different types. The first one produces a macro edge from Entity to Entity From 353e4f99bb78cf03627e4e7d014a33bef6f0a5a9 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 17:39:06 -0400 Subject: [PATCH 89/91] Add macro edge target class name to macro edge descriptor. --- graphql_compiler/macros/__init__.py | 71 ++++++++++++++----- .../macros/macro_edge/descriptor.py | 24 ++++--- .../macros/macro_edge/expansion.py | 25 +++---- .../macros/macro_edge/validation.py | 6 +- .../tests/test_macro_validation.py | 13 ++-- 5 files changed, 90 insertions(+), 49 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 0056da7fe..3db2538a9 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -18,7 +18,6 @@ from ..exceptions import GraphQLInvalidMacroError, GraphQLValidationError from ..schema import check_for_nondefault_directive_names from .macro_edge import make_macro_edge_descriptor -from .macro_edge.ast_traversal import get_type_at_macro_edge_target from .macro_edge.directives import ( DIRECTIVES_ALLOWED_IN_MACRO_EDGE_DEFINITION, DIRECTIVES_REQUIRED_IN_MACRO_EDGE_DEFINITION, MacroEdgeDirective @@ -54,6 +53,9 @@ # GraphQLUnionType or GraphQLInterface. 'subclass_sets', + # ################# + # Macro edge info # + # ################# # List[MacroEdgeDescriptor] containing all defined macro edges 'macro_edges', @@ -63,7 +65,15 @@ # then this dict will contain entries for that macro edge for all of [X, A, B]. 'macro_edges_at_class', - # Any other macro types we may add in the future go here. + # Dict[str, Dict[str, MacroEdgeDescriptor]] mapping: + # class name -> (macro edge name -> MacroEdgeDescriptor) + # If a given macro edge has class X as a target, which has subclasses A and B, + # then this dict will contain entries for that macro edge for all of [X, A, B]. + 'macro_edges_to_class', + + # ############################################################ + # Any other macro types we may add in the future under this. # + # ############################################################ ) ) @@ -78,7 +88,8 @@ def create_macro_registry(schema, type_equivalence_hints=None, subclass_sets=Non type_equivalence_hints=type_equivalence_hints, subclass_sets=subclass_sets, macro_edges=list(), - macro_edges_at_class=dict()) + macro_edges_at_class=dict(), + macro_edges_to_class=dict()) def _find_macro_edge_name_at_subclass(macro_registry, class_name, macro_edge_name): @@ -99,6 +110,24 @@ def _find_macro_edge_name_at_subclass(macro_registry, class_name, macro_edge_nam return None +def _find_macro_edge_name_to_subclass(macro_registry, class_name, macro_edge_name): + """Return the descriptor for a given macro edge that points to a subclass, if it exists.""" + subclasses = macro_registry.subclass_sets[class_name] + if class_name not in subclasses: + raise AssertionError(u'Found a class that is not a subclass of itself, this means that the ' + u'subclass_sets value is incorrectly constructed: {} {} {}' + .format(class_name, subclasses, macro_registry.subclass_sets)) + + for subclass_name in subclasses: + existing_descriptor = macro_registry.macro_edges_to_class.get( + subclass_name, dict()).get(macro_edge_name, None) + + if existing_descriptor is not None: + return existing_descriptor + + return None + + def _check_macro_edge_for_definition_conflicts(macro_registry, macro_edge_descriptor): """Ensure that the macro edge on the specified class does not cause any definition conflicts.""" # There are two kinds of conflicts that we check for: @@ -170,24 +199,32 @@ def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_de macro_descriptor: MacroEdgeDescriptor describing the macro edge being added """ reverse_macro_edge_name = make_reverse_macro_edge_name(macro_descriptor.macro_edge_name) - - reverse_base_class_name = get_type_at_macro_edge_target( - macro_registry.schema_without_macros, macro_descriptor.expansion_ast).name - + reverse_base_class_name = macro_descriptor.target_class_name reverse_target_class_name = macro_descriptor.base_class_name existing_descriptor = _find_macro_edge_name_at_subclass( macro_registry, reverse_base_class_name, reverse_macro_edge_name) if existing_descriptor is not None: - # There is already a reverse macro edge. Let's make sure its endpoint types are an exact - # match compared to the endpoint types of the macro edge being defined. + # There is already a reverse macro edge of the same name that starts at the same type. + # Let's make sure its endpoint types are an exact match compared to the endpoint types + # of the macro edge being defined. if reverse_base_class_name != existing_descriptor.base_class_name: raise GraphQLInvalidMacroError() - existing_target_class_name = get_type_at_macro_edge_target( - macro_registry.schema_without_macros, existing_descriptor.expansion_ast).name - if reverse_target_class_name != existing_target_class_name: + if reverse_target_class_name != existing_descriptor.target_class_name: + raise GraphQLInvalidMacroError() + + existing_descriptor = _find_macro_edge_name_to_subclass( + macro_registry, reverse_target_class_name, reverse_macro_edge_name) + if existing_descriptor is not None: + # There is already a macro edge of the same name that points to the same type. + # Let's make sure its endpoint types are an exact match compared to the endpoint types + # of the macro edge being defined. + if reverse_base_class_name != existing_descriptor.base_class_name: + raise GraphQLInvalidMacroError() + + if reverse_target_class_name != existing_descriptor.target_class_name: raise GraphQLInvalidMacroError() @@ -220,6 +257,11 @@ def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): for subclass_name in macro_registry.subclass_sets[macro_descriptor.base_class_name]: macro_registry.macro_edges_at_class.setdefault( subclass_name, dict())[macro_descriptor.macro_edge_name] = macro_descriptor + + for subclass_name in macro_registry.subclass_sets[macro_descriptor.target_class_name]: + macro_registry.macro_edges_to_class.setdefault( + subclass_name, dict())[macro_descriptor.macro_edge_name] = macro_descriptor + macro_registry.macro_edges.append(macro_descriptor) @@ -261,10 +303,7 @@ def get_schema_with_macros(macro_registry): for class_name, macros_for_class in six.iteritems(macro_registry.macro_edges_at_class): for macro_edge_name, macro_edge_descriptor in six.iteritems(macros_for_class): - type_at_target = get_type_at_macro_edge_target( - macro_registry.schema_without_macros, - macro_edge_descriptor.expansion_ast) - list_type_at_target = ListType(NamedType(Name(type_at_target.name))) + list_type_at_target = ListType(NamedType(Name(macro_edge_descriptor.target_class_name))) arguments = [] directives = [Directive(Name(MacroEdgeDirective.name))] definitions_by_name[class_name].fields.append(FieldDefinition( diff --git a/graphql_compiler/macros/macro_edge/descriptor.py b/graphql_compiler/macros/macro_edge/descriptor.py index e2561e63f..b97cd3a37 100644 --- a/graphql_compiler/macros/macro_edge/descriptor.py +++ b/graphql_compiler/macros/macro_edge/descriptor.py @@ -8,20 +8,21 @@ MacroEdgeDescriptor = namedtuple( 'MacroEdgeDescriptor', ( - 'base_class_name', # str, name of GraphQL type where the macro edge is defined. - # The macro edge exists at this type and all of its subtypes. - 'macro_edge_name', # str, name of the vertex field corresponding to this macro edge. - # Should start with "out_" or "in_", per GraphQL compiler convention. - 'expansion_ast', # GraphQL AST object defining how the macro edge - # should be expanded starting from its base type. The - # selections must be merged (on both endpoints of the - # macro edge) with the user-supplied GraphQL input. - 'macro_args', # Dict[str, Any] containing any arguments required by the macro + 'base_class_name', # str, name of GraphQL type where the macro edge is defined. + # The macro edge exists at this type and all of its subtypes. + 'target_class_name', # str, the name of the GraphQL type that the macro edge points to. + 'macro_edge_name', # str, name of the vertex field corresponding to this macro edge. + # Should start with "out_" or "in_", per GraphQL compiler convention. + 'expansion_ast', # GraphQL AST object defining how the macro edge + # should be expanded starting from its base type. The + # selections must be merged (on both endpoints of the + # macro edge) with the user-supplied GraphQL input. + 'macro_args', # Dict[str, Any] containing any arguments required by the macro ) ) -def create_descriptor_from_ast_and_args(class_name, macro_edge_name, +def create_descriptor_from_ast_and_args(class_name, target_class_name, macro_edge_name, macro_definition_ast, macro_edge_args): """Remove macro edge definition directive, and return a MacroEdgeDescriptor.""" if not is_vertex_field_name(macro_edge_name): @@ -29,4 +30,5 @@ def create_descriptor_from_ast_and_args(class_name, macro_edge_name, directives_to_remove = {MacroEdgeDefinitionDirective} new_ast = remove_directives_from_ast(macro_definition_ast, directives_to_remove) - return MacroEdgeDescriptor(class_name, macro_edge_name, new_ast, macro_edge_args) + return MacroEdgeDescriptor(class_name, target_class_name, macro_edge_name, + new_ast, macro_edge_args) diff --git a/graphql_compiler/macros/macro_edge/expansion.py b/graphql_compiler/macros/macro_edge/expansion.py index cc4069b8a..6d9787b05 100644 --- a/graphql_compiler/macros/macro_edge/expansion.py +++ b/graphql_compiler/macros/macro_edge/expansion.py @@ -6,7 +6,7 @@ from ...exceptions import GraphQLCompilationError from ...schema import FilterDirective, is_vertex_field_name from .ast_rewriting import find_target_and_copy_path_to_it, merge_selection_sets, replace_tag_names -from .ast_traversal import get_all_tag_names, get_type_at_macro_edge_target +from .ast_traversal import get_all_tag_names from .directives import MacroEdgeTargetDirective from .name_generation import generate_disambiguations @@ -28,7 +28,7 @@ def _ensure_directives_on_macro_edge_are_supported(macro_edge_field): set(directives_supported_at_macro_expansion))) -def _merge_selection_into_target(subclass_sets, target_ast, type_at_target, selection_ast): +def _merge_selection_into_target(subclass_sets, target_ast, target_class_name, selection_ast): """Add the selections, directives, and coercions from the selection_ast to the target_ast. Mutate the target_ast, merging into it everything from the selection_ast. If the target @@ -41,7 +41,7 @@ def _merge_selection_into_target(subclass_sets, target_ast, type_at_target, sele Args: subclass_sets: dict mapping class names to the set of names of their subclasses target_ast: AST at the @macro_edge_target directive - type_at_target: GraphQL type at the @macro_edge_target + target_class_name: str, the name of the GraphQL type to which the macro edge points selection_ast: AST to merge inside the target. Required to have a nonempty selection set. """ if selection_ast.selection_set is None or not selection_ast.selection_set.selections: @@ -83,13 +83,13 @@ def _merge_selection_into_target(subclass_sets, target_ast, type_at_target, sele # to work around the limitations of the GraphQL type system. If the user's coercion # is to a subtype of the macro edge target's type, then this is a narrowing conversion and # we simply add the user's coercion, or replace any existing coercion if one is present. - if coercion_class != type_at_target.name: - if coercion_class not in subclass_sets.get(type_at_target.name, set()): + if coercion_class != target_class_name: + if coercion_class not in subclass_sets.get(target_class_name, set()): raise GraphQLCompilationError( u'Attempting to use a type coercion to coerce a value of type {field_type} ' u'(from field named {field_name}) to incompatible type {coercion_type}, which ' u'is not a subtype of {field_type}. Only coercions to a subtype are allowed.' - .format(field_type=type_at_target.name, + .format(field_type=target_class_name, coercion_type=coercion_class, field_name=get_ast_field_name(selection_ast))) @@ -111,12 +111,12 @@ def _merge_selection_into_target(subclass_sets, target_ast, type_at_target, sele target_ast.selection_set, continuation_ast.selection_set) -def _expand_specific_macro_edge(schema, subclass_sets, macro_ast, selection_ast): +def _expand_specific_macro_edge(subclass_sets, target_class_name, macro_ast, selection_ast): """Produce a tuple containing the new replacement selection AST, and a list of extra selections. Args: - schema: GraphQL schema object, created using the GraphQL library subclass_sets: dict mapping class names to the set of names of its subclasses + target_class_name: str, the name of the GraphQL type to which the macro edge points macro_ast: AST GraphQL object defining the macro edge. Originates from the "expansion_ast" key from a MacroEdgeDescriptor, though potentially sanitized. selection_ast: GraphQL AST object containing the selection that is relying on a macro edge. @@ -151,8 +151,8 @@ def _expand_specific_macro_edge(schema, subclass_sets, macro_ast, selection_ast) u'as it should have been caught during validation. Macro AST: ' u'{}'.format(macro_ast)) replacement_selection_ast = new_ast - type_at_target = get_type_at_macro_edge_target(schema, macro_ast) - _merge_selection_into_target(subclass_sets, target_ast, type_at_target, selection_ast) + _merge_selection_into_target( + subclass_sets, target_ast, target_class_name, selection_ast) if replacement_selection_ast is None: raise AssertionError(u'Found no @macro_edge_target directives in macro selection set. {}' @@ -230,9 +230,10 @@ def expand_potential_macro_edge(macro_registry, current_schema_type, ast, query_ tag_names.update(name_change_map.values()) new_ast, prefix_selections, suffix_selections = _expand_specific_macro_edge( - macro_registry.schema_without_macros, macro_registry.subclass_sets, + macro_registry.subclass_sets, macro_edge_descriptor.target_class_name, sanitized_macro_ast, ast) - # TODO(predrag): Write a test that makes sure we've chosen unique names for filter arguments. + # TODO(predrag): Write a test that makes sure we've chosen names for filter arguments that + # do not overlap with user's filter arguments. new_query_args = _merge_non_overlapping_dicts(query_args, macro_edge_descriptor.macro_args) return (new_ast, new_query_args, prefix_selections, suffix_selections) diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 2bcaffab6..452422e36 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -312,10 +312,10 @@ def get_and_validate_macro_edge_info(schema, subclass_sets, ast, macro_edge_args _validate_macro_edge_name_for_class_name(schema, subclass_sets, class_name, macro_edge_name) - reverse_start_class_name = get_type_at_macro_edge_target(schema, macro_defn_ast).name - _validate_reversed_macro_edge(schema, subclass_sets, reverse_start_class_name, macro_edge_name) + target_class_name = get_type_at_macro_edge_target(schema, macro_defn_ast).name + _validate_reversed_macro_edge(schema, subclass_sets, target_class_name, macro_edge_name) descriptor = create_descriptor_from_ast_and_args( - class_name, macro_edge_name, macro_defn_ast, macro_edge_args) + class_name, target_class_name, macro_edge_name, macro_defn_ast, macro_edge_args) return descriptor diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index e14ac00e2..dc89934d9 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -422,7 +422,7 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): # No matter in what order these macros are defined, their corresponding reversed macro edges # always conflict since they are named the same thing and start on a pair of types in a # subclass-superclass relationship with each other. - macro_edge_definition = '''{ + macro_edge_definition_on_superclass = '''{ Animal @macro_edge_definition(name: "out_RelatedOfRelated") { out_Entity_Related { out_Entity_Related @macro_edge_target { @@ -444,19 +444,19 @@ def test_macro_edge_duplicate_definition_on_target_subclass(self): }''' args = {} - # Try registering on the superclass first + # Try registering on the superclass target first macro_registry = get_empty_test_macro_registry() - register_macro_edge(macro_registry, macro_edge_definition, args) + register_macro_edge(macro_registry, macro_edge_definition_on_superclass, args) with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) - # Try registering on the subclass first + # Try registering on the subclass target first macro_registry = get_empty_test_macro_registry() register_macro_edge(macro_registry, macro_edge_definition_on_subclass, args) with self.assertRaises(GraphQLInvalidMacroError): - register_macro_edge(macro_registry, macro_edge_definition, args) + register_macro_edge(macro_registry, macro_edge_definition_on_superclass, args) - def test_macro_edge_reversal_validation_rules_valid(self): + def test_macro_edge_reversal_validation_rules_valid_case(self): """Test that valid reverse macro edges can be defined manually.""" macro_edge_definition = '''{ Animal @macro_edge_definition(name: "out_Animal_GrandparentOf") { @@ -487,7 +487,6 @@ def test_macro_edge_reversal_validation_rules_valid(self): # This call must succeed and not raise errors. register_macro_edge(macro_registry, allowed_macro_edge_definition, args) - @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_reversal_validation_rules_origin_incompatible_conflict(self): # Reversing a macro edge must not conflict with an existing macro edge # defined between different types. The first one produces a macro edge from Animal to Animal From da2e97ca1f78b883d0a340bf69a15689b9b5a650 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 18:46:07 -0400 Subject: [PATCH 90/91] Tweak test cases to ensure all validation error messages are hit. --- graphql_compiler/macros/__init__.py | 55 +++++++++++++++++-- .../tests/test_macro_validation.py | 46 +++++++++++++++- 2 files changed, 96 insertions(+), 5 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index 3db2538a9..e89c30998 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -138,12 +138,12 @@ def _check_macro_edge_for_definition_conflicts(macro_registry, macro_edge_descri # macro edge definitions. # We check for both of them simultaneously, by ensuring that none of the subclasses of the # base class name have a macro edge by the specified name. - base_class_name = macro_edge_descriptor.base_class_name macro_edge_name = macro_edge_descriptor.macro_edge_name + base_class_name = macro_edge_descriptor.base_class_name + target_class_name = macro_edge_descriptor.target_class_name existing_descriptor = _find_macro_edge_name_at_subclass( macro_registry, base_class_name, macro_edge_name) - if existing_descriptor is not None: extra_error_text = u'' conflict_on_class_name = existing_descriptor.base_class_name @@ -181,6 +181,45 @@ def _check_macro_edge_for_definition_conflicts(macro_registry, macro_edge_descri macro_graphql=print_ast(existing_descriptor.expansion_ast), macro_args=existing_descriptor.macro_args)) + existing_descriptor = _find_macro_edge_name_to_subclass( + macro_registry, target_class_name, macro_edge_name) + if existing_descriptor is not None: + extra_error_text = u'' + conflict_on_class_name = existing_descriptor.target_class_name + if conflict_on_class_name != target_class_name: + # The existing descriptor is defined elsewhere. Let's figure out if it's a subclass + # or a superclass conflict. + if target_class_name in macro_registry.subclass_sets[conflict_on_class_name]: + relationship = 'supertype' + elif conflict_on_class_name in macro_registry.subclass_sets[target_class_name]: + relationship = 'subtype' + else: + raise AssertionError(u'Conflict between two macro edges defined on types that ' + u'are not each other\'s supertype: {} {} {}' + .format(target_class_name, macro_edge_name, macro_registry)) + + extra_error_text = ( + u' (a {relationship} of {target_type})' + ).format( + relationship=relationship, + target_type=target_class_name, + ) + + raise GraphQLInvalidMacroError( + u'A macro edge with name {edge_name} cannot be defined to point to {target_type} due ' + u'to a conflict with another macro edge with the same name that points to ' + u'type {original_type}{extra_error_text}.' + u'Cannot define this conflicting macro, please verify ' + u'if the existing macro edge does what you want, or rename your macro ' + u'edge to avoid the conflict. Existing macro definition and args: ' + u'{macro_graphql} {macro_args}' + .format(edge_name=macro_edge_name, + target_type=target_class_name, + original_type=conflict_on_class_name, + extra_error_text=extra_error_text, + macro_graphql=print_ast(existing_descriptor.expansion_ast), + macro_args=existing_descriptor.macro_args)) + def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_descriptor): """Ensure that the macro edge, when reversed, does not conflict with any existing macro edges. @@ -209,6 +248,10 @@ def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_de # There is already a reverse macro edge of the same name that starts at the same type. # Let's make sure its endpoint types are an exact match compared to the endpoint types # of the macro edge being defined. + print('\n\nat subclass branch') + print(reverse_macro_edge_name, reverse_base_class_name, reverse_target_class_name) + print(existing_descriptor.macro_edge_name, existing_descriptor.base_class_name, existing_descriptor.target_class_name) + if reverse_base_class_name != existing_descriptor.base_class_name: raise GraphQLInvalidMacroError() @@ -221,12 +264,16 @@ def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_de # There is already a macro edge of the same name that points to the same type. # Let's make sure its endpoint types are an exact match compared to the endpoint types # of the macro edge being defined. - if reverse_base_class_name != existing_descriptor.base_class_name: - raise GraphQLInvalidMacroError() + print('\n\nto subclass branch') + print(reverse_macro_edge_name, reverse_base_class_name, reverse_target_class_name) + print(existing_descriptor.macro_edge_name, existing_descriptor.base_class_name, existing_descriptor.target_class_name) if reverse_target_class_name != existing_descriptor.target_class_name: raise GraphQLInvalidMacroError() + if reverse_base_class_name != existing_descriptor.base_class_name: + raise GraphQLInvalidMacroError() + def register_macro_edge(macro_registry, macro_edge_graphql, macro_edge_args): """Add the new macro edge descriptor to the provided MacroRegistry object, mutating it. diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index dc89934d9..6f9c3c8d3 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -417,7 +417,6 @@ def test_macro_edge_duplicating_real_edge_name_at_target(self): with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, macro_edge_definition, args) - @pytest.mark.xfail(strict=True, reason='not implemented') def test_macro_edge_duplicate_definition_on_target_subclass(self): # No matter in what order these macros are defined, their corresponding reversed macro edges # always conflict since they are named the same thing and start on a pair of types in a @@ -525,6 +524,51 @@ def test_macro_edge_reversal_validation_rules_origin_incompatible_conflict(self) with self.assertRaises(GraphQLInvalidMacroError): register_macro_edge(macro_registry, macro_edge_definition, args) + def test_macro_edge_reversal_validation_rules_target_incompatible_conflict(self): + # Reversing a macro edge must not conflict with an existing macro edge defined + # between different types. The first one produces a macro edge from Species to Animal + # whereas the reversal of the second one produces a macro edge with the same name + # from Animal to Entity. + macro_edge_definition = '''{ + Species @macro_edge_definition(name: "out_DistantRelatedAnimal") { + out_Entity_Related { + out_Entity_Related { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + + # Meaningless macro edge that when reversed has the same name and points to Entity + # (a superclass of Species, causing the conflict), but has a different target type (Animal) + # and is therefore invalid. + duplicate_macro_edge_definition = '''{ + Entity @macro_edge_definition(name: "in_DistantRelatedAnimal") { + out_Entity_Related { + out_Entity_Related { + ... on Animal @macro_edge_target { + uuid + } + } + } + } + }''' + + args = {} + + # The two macros above are mutually incompatible, regardless of registration order. + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + + macro_registry = get_empty_test_macro_registry() + register_macro_edge(macro_registry, duplicate_macro_edge_definition, args) + with self.assertRaises(GraphQLInvalidMacroError): + register_macro_edge(macro_registry, macro_edge_definition, args) + def test_macro_edge_reversal_validation_rules_origin_subclass_conflict(self): # Reversing a macro edge must not conflict with an existing macro edge # defined between different types. The first one produces a macro edge from Animal to Animal From dca96f931d5eb32988eefce8f90687bb384f3185 Mon Sep 17 00:00:00 2001 From: Predrag Gruevski Date: Wed, 4 Sep 2019 19:16:35 -0400 Subject: [PATCH 91/91] Delint. --- graphql_compiler/macros/__init__.py | 8 -------- graphql_compiler/macros/macro_edge/reversal.py | 1 + graphql_compiler/macros/macro_edge/validation.py | 5 +---- graphql_compiler/tests/test_macro_validation.py | 2 -- 4 files changed, 2 insertions(+), 14 deletions(-) diff --git a/graphql_compiler/macros/__init__.py b/graphql_compiler/macros/__init__.py index e89c30998..ade9b56b9 100644 --- a/graphql_compiler/macros/__init__.py +++ b/graphql_compiler/macros/__init__.py @@ -248,10 +248,6 @@ def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_de # There is already a reverse macro edge of the same name that starts at the same type. # Let's make sure its endpoint types are an exact match compared to the endpoint types # of the macro edge being defined. - print('\n\nat subclass branch') - print(reverse_macro_edge_name, reverse_base_class_name, reverse_target_class_name) - print(existing_descriptor.macro_edge_name, existing_descriptor.base_class_name, existing_descriptor.target_class_name) - if reverse_base_class_name != existing_descriptor.base_class_name: raise GraphQLInvalidMacroError() @@ -264,10 +260,6 @@ def _check_macro_edge_for_reversal_definition_conflicts(macro_registry, macro_de # There is already a macro edge of the same name that points to the same type. # Let's make sure its endpoint types are an exact match compared to the endpoint types # of the macro edge being defined. - print('\n\nto subclass branch') - print(reverse_macro_edge_name, reverse_base_class_name, reverse_target_class_name) - print(existing_descriptor.macro_edge_name, existing_descriptor.base_class_name, existing_descriptor.target_class_name) - if reverse_target_class_name != existing_descriptor.target_class_name: raise GraphQLInvalidMacroError() diff --git a/graphql_compiler/macros/macro_edge/reversal.py b/graphql_compiler/macros/macro_edge/reversal.py index b8611385e..1f4a70689 100644 --- a/graphql_compiler/macros/macro_edge/reversal.py +++ b/graphql_compiler/macros/macro_edge/reversal.py @@ -1,3 +1,4 @@ +# Copyright 2019-present Kensho Technologies, LLC. from ...schema import INBOUND_EDGE_FIELD_PREFIX, OUTBOUND_EDGE_FIELD_PREFIX diff --git a/graphql_compiler/macros/macro_edge/validation.py b/graphql_compiler/macros/macro_edge/validation.py index 452422e36..36f5fe983 100644 --- a/graphql_compiler/macros/macro_edge/validation.py +++ b/graphql_compiler/macros/macro_edge/validation.py @@ -14,10 +14,7 @@ from ...compiler.helpers import get_only_element_from_collection from ...exceptions import GraphQLInvalidMacroError from ...query_formatting.common import ensure_arguments_are_provided -from ...schema import ( - INBOUND_EDGE_FIELD_PREFIX, OUTBOUND_EDGE_FIELD_PREFIX, VERTEX_FIELD_PREFIXES, FoldDirective, - is_vertex_field_name -) +from ...schema import VERTEX_FIELD_PREFIXES, FoldDirective, is_vertex_field_name from .ast_rewriting import remove_directives_from_ast from .ast_traversal import get_directives_for_ast, get_type_at_macro_edge_target from .descriptor import create_descriptor_from_ast_and_args diff --git a/graphql_compiler/tests/test_macro_validation.py b/graphql_compiler/tests/test_macro_validation.py index 6f9c3c8d3..45a53a3fa 100644 --- a/graphql_compiler/tests/test_macro_validation.py +++ b/graphql_compiler/tests/test_macro_validation.py @@ -1,8 +1,6 @@ # Copyright 2019-present Kensho Technologies, LLC. import unittest -import pytest - from ..exceptions import GraphQLInvalidArgumentError, GraphQLInvalidMacroError from ..macros import register_macro_edge from .test_helpers import get_empty_test_macro_registry