/
backends.py
465 lines (379 loc) · 18.4 KB
/
backends.py
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from django.db import models
from django.db.models.fields import FieldDoesNotExist
from django.db.models.sql.constants import JOIN_TYPE, LHS_ALIAS, LHS_JOIN_COL, \
TABLE_NAME, RHS_JOIN_COL
from django.utils.tree import Node
from djangotoolbox.fields import ListField
from .lookups import StandardLookup
OR = 'OR'
# TODO: optimize code
class BaseResolver(object):
def __init__(self):
# mapping from lookups to indexes
self.index_map = {}
# mapping from column names to field names
self.column_to_name = {}
''' API called by resolver'''
def create_index(self, lookup):
field_to_index = self.get_field_to_index(lookup.model, lookup.field_name)
# backend doesn't now how to handle this index definition
if not field_to_index:
return
index_field = lookup.get_field_to_add(field_to_index)
config_field = index_field.item_field if \
isinstance(index_field, ListField) else index_field
if hasattr(field_to_index, 'max_length') and \
isinstance(config_field, models.CharField):
config_field.max_length = field_to_index.max_length
# don't install a field if it already exists
try:
lookup.model._meta.get_field(self.index_name(lookup))
except:
lookup.model.add_to_class(self.index_name(lookup), index_field)
self.index_map[lookup] = index_field
self.add_column_to_name(lookup.model, lookup.field_name)
else:
# makes dbindexer unit test compatible
if lookup not in self.index_map:
self.index_map[lookup] = lookup.model._meta.get_field(
self.index_name(lookup))
self.add_column_to_name(lookup.model, lookup.field_name)
def convert_insert_query(self, query):
'''Converts a database saving query.'''
for lookup in self.index_map.keys():
self._convert_insert_query(query, lookup)
def _convert_insert_query(self, query, lookup):
if not lookup.model == query.model:
return
position = self.get_query_position(query, lookup)
if position is None:
return
value = self.get_value(lookup.model, lookup.field_name, query)
value = lookup.convert_value(value)
query.values[position] = (self.get_index(lookup), value)
def convert_filters(self, query):
self._convert_filters(query, query.where)
''' helper methods '''
def _convert_filters(self, query, filters):
for index, child in enumerate(filters.children[:]):
if isinstance(child, Node):
self._convert_filters(query, child)
continue
self.convert_filter(query, filters, child, index)
def convert_filter(self, query, filters, child, index):
constraint, lookup_type, annotation, value = child
if constraint.field is None:
return
field_name = self.column_to_name.get(constraint.field.column)
if field_name and constraint.alias == \
query.table_map[query.model._meta.db_table][0]:
for lookup in self.index_map.keys():
if lookup.matches_filter(query.model, field_name, lookup_type,
value):
new_lookup_type, new_value = lookup.convert_lookup(value,
lookup_type)
index_name = self.index_name(lookup)
self._convert_filter(query, filters, child, index,
new_lookup_type, new_value, index_name)
def _convert_filter(self, query, filters, child, index, new_lookup_type,
new_value, index_name):
constraint, lookup_type, annotation, value = child
lookup_type, value = new_lookup_type, new_value
constraint.field = query.get_meta().get_field(index_name)
constraint.col = constraint.field.column
child = constraint, lookup_type, annotation, value
filters.children[index] = child
def index_name(self, lookup):
return lookup.index_name
def get_field_to_index(self, model, field_name):
try:
return model._meta.get_field(field_name)
except:
return None
def get_value(self, model, field_name, query):
field_to_index = self.get_field_to_index(model, field_name)
for query_field, value in query.values[:]:
if field_to_index == query_field:
return value
raise FieldDoesNotExist('Cannot find field in query.')
def add_column_to_name(self, model, field_name):
column_name = model._meta.get_field(field_name).column
self.column_to_name[column_name] = field_name
def get_index(self, lookup):
return self.index_map[lookup]
def get_query_position(self, query, lookup):
for index, (field, query_value) in enumerate(query.values[:]):
if field is self.get_index(lookup):
return index
return None
def unref_alias(query, alias):
table_name = query.alias_map[alias][TABLE_NAME]
query.alias_refcount[alias] -= 1
if query.alias_refcount[alias] < 1:
# Remove all information about the join
del query.alias_refcount[alias]
del query.join_map[query.rev_join_map[alias]]
del query.rev_join_map[alias]
del query.alias_map[alias]
query.table_map[table_name].remove(alias)
if len(query.table_map[table_name]) == 0:
del query.table_map[table_name]
query.used_aliases.discard(alias)
class FKNullFix(BaseResolver):
'''
Django doesn't generate correct code for ForeignKey__isnull.
It becomes a JOIN with pk__isnull which won't work on nonrel DBs,
so we rewrite the JOIN here.
'''
def create_index(self, lookup):
pass
def convert_insert_query(self, query):
pass
def convert_filter(self, query, filters, child, index):
constraint, lookup_type, annotation, value = child
if constraint.field is not None and lookup_type == 'isnull' and \
isinstance(constraint.field, models.ForeignKey):
self.fix_fk_null_filter(query, constraint)
def unref_alias(self, query, alias):
unref_alias(query, alias)
def fix_fk_null_filter(self, query, constraint):
alias = constraint.alias
table_name = query.alias_map[alias][TABLE_NAME]
lhs_join_col = query.alias_map[alias][LHS_JOIN_COL]
rhs_join_col = query.alias_map[alias][RHS_JOIN_COL]
if table_name != constraint.field.rel.to._meta.db_table or \
rhs_join_col != constraint.field.rel.to._meta.pk.column or \
lhs_join_col != constraint.field.column:
return
next_alias = query.alias_map[alias][LHS_ALIAS]
if not next_alias:
return
self.unref_alias(query, alias)
alias = next_alias
constraint.col = constraint.field.column
constraint.alias = alias
class ConstantFieldJOINResolver(BaseResolver):
def create_index(self, lookup):
if '__' in lookup.field_name:
super(ConstantFieldJOINResolver, self).create_index(lookup)
def convert_insert_query(self, query):
'''Converts a database saving query.'''
for lookup in self.index_map.keys():
if '__' in lookup.field_name:
self._convert_insert_query(query, lookup)
def convert_filter(self, query, filters, child, index):
constraint, lookup_type, annotation, value = child
field_chain = self.get_field_chain(query, constraint)
if field_chain is None:
return
for lookup in self.index_map.keys():
if lookup.matches_filter(query.model, field_chain, lookup_type,
value):
self.resolve_join(query, child)
new_lookup_type, new_value = lookup.convert_lookup(value,
lookup_type)
index_name = self.index_name(lookup)
self._convert_filter(query, filters, child, index,
new_lookup_type, new_value, index_name)
def get_field_to_index(self, model, field_name):
model = self.get_model_chain(model, field_name)[-1]
field_name = field_name.split('__')[-1]
return super(ConstantFieldJOINResolver, self).get_field_to_index(model,
field_name)
def get_value(self, model, field_name, query):
value = super(ConstantFieldJOINResolver, self).get_value(model,
field_name.split('__')[0],
query)
if value is not None:
value = self.get_target_value(model, field_name, value)
return value
def get_field_chain(self, query, constraint):
if constraint.field is None:
return
column_index = self.get_column_index(query, constraint)
return self.column_to_name.get(column_index)
def get_model_chain(self, model, field_chain):
model_chain = [model, ]
for value in field_chain.split('__')[:-1]:
model = model._meta.get_field(value).rel.to
model_chain.append(model)
return model_chain
def get_target_value(self, start_model, field_chain, pk):
fields = field_chain.split('__')
foreign_key = start_model._meta.get_field(fields[0])
if not foreign_key.rel:
# field isn't a related one, so return the value itself
return pk
target_model = foreign_key.rel.to
foreignkey = target_model.objects.all().get(pk=pk)
for value in fields[1:-1]:
foreignkey = getattr(foreignkey, value)
if isinstance(foreignkey._meta.get_field(fields[-1]), models.ForeignKey):
return getattr(foreignkey, '%s_id' % fields[-1])
else:
return getattr(foreignkey, fields[-1])
def add_column_to_name(self, model, field_name):
model_chain = self.get_model_chain(model, field_name)
column_chain = ''
field_names = field_name.split('__')
for model, name in zip(model_chain, field_names):
column_chain += model._meta.get_field(name).column + '__'
self.column_to_name[column_chain[:-2]] = field_name
def unref_alias(self, query, alias):
unref_alias(query, alias)
def get_column_index(self, query, constraint):
if constraint.field:
column_chain = constraint.field.column
alias = constraint.alias
while alias:
join = query.alias_map.get(alias)
if join and join[JOIN_TYPE] == 'INNER JOIN':
column_chain += '__' + join[LHS_JOIN_COL]
alias = query.alias_map[alias][LHS_ALIAS]
else:
alias = None
return '__'.join(reversed(column_chain.split('__')))
def resolve_join(self, query, child):
constraint, lookup_type, annotation, value = child
if not constraint.field:
return
alias = constraint.alias
while True:
next_alias = query.alias_map[alias][LHS_ALIAS]
if not next_alias:
break
self.unref_alias(query, alias)
alias = next_alias
constraint.alias = alias
# TODO: distinguish in memory joins from standard joins somehow
class InMemoryJOINResolver(ConstantFieldJOINResolver):
def __init__(self):
self.field_chains = []
super(InMemoryJOINResolver, self).__init__()
def create_index(self, lookup):
if '__' in lookup.field_name:
field_to_index = self.get_field_to_index(lookup.model, lookup.field_name)
if not field_to_index:
return
# save old column_to_name so we can make in memory queries later on
self.add_column_to_name(lookup.model, lookup.field_name)
# don't add an extra field for standard lookups!
if isinstance(lookup, StandardLookup):
return
# install lookup on target model
model = self.get_model_chain(lookup.model, lookup.field_name)[-1]
lookup.model = model
lookup.field_name = lookup.field_name.split('__')[-1]
super(ConstantFieldJOINResolver, self).create_index(lookup)
def convert_insert_query(self, query):
super(ConstantFieldJOINResolver, self).convert_insert_query(query)
def _convert_filters(self, query, filters):
# or queries are not supported for in-memory-JOINs
if self.contains_OR(query.where, OR):
return
# start with the deepest JOIN level filter!
all_filters = self.get_all_filters(filters)
all_filters.sort(key=lambda item: self.get_field_chain(query, item[1][0]) and \
-len(self.get_field_chain(query, item[1][0])) or 0)
for filters, child, index in all_filters:
# check if convert_filter removed a given child from the where-tree
if not self.contains_child(query.where, child):
continue
self.convert_filter(query, filters, child, index)
def convert_filter(self, query, filters, child, index):
constraint, lookup_type, annotation, value = child
field_chain = self.get_field_chain(query, constraint)
if field_chain is None:
return
if '__' not in field_chain:
return super(ConstantFieldJOINResolver, self).convert_filter(query,
filters, child, index)
pks = self.get_pks(query, field_chain, lookup_type, value)
self.resolve_join(query, child)
self._convert_filter(query, filters, child, index, 'in',
(pk for pk in pks), field_chain.split('__')[0])
def tree_contains(self, filters, to_find, func):
result = False
for child in filters.children[:]:
if func(child, to_find):
result = True
break
if isinstance(child, Node):
result = self.tree_contains(child, to_find, func)
if result:
break
return result
def contains_OR(self, filters, or_):
return self.tree_contains(filters, or_,
lambda c, f: isinstance(c, Node) and c.connector == f)
def contains_child(self, filters, to_find):
return self.tree_contains(filters, to_find, lambda c, f: c is f)
def get_all_filters(self, filters):
all_filters = []
for index, child in enumerate(filters.children[:]):
if isinstance(child, Node):
all_filters.extend(self.get_all_filters(child))
continue
all_filters.append((filters, child, index))
return all_filters
def index_name(self, lookup):
# use another index_name to avoid conflicts with lookups defined on the
# target model which are handled by the BaseBackend
return lookup.index_name + '_in_memory_join'
def get_pks(self, query, field_chain, lookup_type, value):
model_chain = self.get_model_chain(query.model, field_chain)
first_lookup = {'%s__%s' %(field_chain.rsplit('__', 1)[-1],
lookup_type): value}
self.combine_with_same_level_filter(first_lookup, query, field_chain)
pks = model_chain[-1].objects.all().filter(**first_lookup).values_list(
'id', flat=True)
chains = [field_chain.rsplit('__', i+1)[0]
for i in range(field_chain.count('__'))]
lookup = {}
for model, chain in reversed(zip(model_chain[1:-1], chains[:-1])):
lookup.update({'%s__%s' %(chain.rsplit('__', 1)[-1], 'in'):
(pk for pk in pks)})
self.combine_with_same_level_filter(lookup, query, chain)
pks = model.objects.all().filter(**lookup).values_list('id', flat=True)
return pks
def combine_with_same_level_filter(self, lookup, query, field_chain):
lookup_updates = {}
field_chains = self.get_all_field_chains(query, query.where)
for chain, child in field_chains.items():
if chain == field_chain:
continue
if field_chain.rsplit('__', 1)[0] == chain.rsplit('__', 1)[0]:
lookup_updates ['%s__%s' %(chain.rsplit('__', 1)[1], child[1])] \
= child[3]
self.remove_child(query.where, child)
self.resolve_join(query, child)
# TODO: update query.alias_refcount correctly!
lookup.update(lookup_updates)
def remove_child(self, filters, to_remove):
''' Removes a child object from filters. If filters doesn't contain
children afterwoods, filters will be removed from its parent. '''
for child in filters.children[:]:
if child is to_remove:
self._remove_child(filters, to_remove)
return
elif isinstance(child, Node):
self.remove_child(child, to_remove)
if hasattr(child, 'children') and not child.children:
self.remove_child(filters, child)
def _remove_child(self, filters, to_remove):
result = []
for child in filters.children[:]:
if child is to_remove:
continue
result.append(child)
filters.children = result
def get_all_field_chains(self, query, filters):
''' Returns a dict mapping from field_chains to the corresponding child.'''
field_chains = {}
all_filters = self.get_all_filters(filters)
for filters, child, index in all_filters:
field_chain = self.get_field_chain(query, child[0])
# field_chain can be None if the user didn't specified an index for it
if field_chain:
field_chains[field_chain] = child
return field_chains