diff --git a/netcompare/check_types.py b/netcompare/check_types.py index a154271..5a13467 100644 --- a/netcompare/check_types.py +++ b/netcompare/check_types.py @@ -3,6 +3,7 @@ from typing import Mapping, Tuple, List, Dict, Any, Union import jmespath + from .utils.jmespath_parsers import ( jmespath_value_parser, jmespath_refkey_parser, @@ -13,29 +14,27 @@ from .utils.data_normalization import exclude_filter, flatten_list from .evaluators import diff_generator, parameter_evaluator, regex_evaluator +# pylint: disable=arguments-differ + class CheckType: """Check Type Class.""" - def __init__(self, *args): - """Check Type init method.""" - @staticmethod - def init(*args): + def init(check_type): """Factory pattern to get the appropriate CheckType implementation. Args: - *args: Variable length argument list. + check_type: String to define the type of check. """ - check_type = args[0] if check_type == "exact_match": - return ExactMatchType(*args) + return ExactMatchType() if check_type == "tolerance": - return ToleranceType(*args) + return ToleranceType() if check_type == "parameter_match": - return ParameterMatchType(*args) + return ParameterMatchType() if check_type == "regex": - return RegexType(*args) + return RegexType() raise NotImplementedError @@ -89,58 +88,69 @@ def get_value(output: Union[Mapping, List], path: str, exclude: List = None) -> return values - def evaluate(self, reference_value: Any, value_to_compare: Any) -> Tuple[Dict, bool]: + def evaluate(self, value_to_compare: Any, **kwargs) -> Tuple[Dict, bool]: """Return the result of the evaluation and a boolean True if it passes it or False otherwise. This method is the one that each CheckType has to implement. Args: - reference_value: Can be any structured data or just a simple value. value_to_compare: Similar value as above to perform comparison. Returns: tuple: Dictionary representing check result, bool indicating if differences are found. """ + # This method should call before any other logic the validation of the arguments + # self.validate(**kwargs) + raise NotImplementedError + + @staticmethod + def validate(**kwargs): + """Method to validate arguments that raises proper exceptions.""" raise NotImplementedError class ExactMatchType(CheckType): """Exact Match class docstring.""" - def evaluate(self, reference_value: Any, value_to_compare: Any) -> Tuple[Dict, bool]: + @staticmethod + def validate(**kwargs): + """Method to validate arguments.""" + # reference_data = getattr(kwargs, "reference_data") + + def evaluate(self, value_to_compare: Any, reference_data: Any) -> Tuple[Dict, bool]: """Returns the difference between values and the boolean.""" - evaluation_result = diff_generator(reference_value, value_to_compare) + self.validate(reference_data=reference_data) + evaluation_result = diff_generator(reference_data, value_to_compare) return evaluation_result, not evaluation_result class ToleranceType(CheckType): """Tolerance class docstring.""" - def __init__(self, *args): - """Tolerance init method.""" - super().__init__() - - try: - tolerance = float(args[1]) - except IndexError as error: - raise IndexError(f"Tolerance parameter must be defined as float at index 1. You have: {args}") from error - except ValueError as error: - raise ValueError(f"Argument must be convertible to float. You have: {args[1]}") from error - - self.tolerance_factor = tolerance / 100 - - def evaluate(self, reference_value: Mapping, value_to_compare: Mapping) -> Tuple[Dict, bool]: + @staticmethod + def validate(**kwargs): + """Method to validate arguments.""" + # reference_data = getattr(kwargs, "reference_data") + tolerance = kwargs.get("tolerance") + if not tolerance: + raise ValueError("Tolerance argument is mandatory for Tolerance Check Type.") + if not isinstance(tolerance, int): + raise ValueError(f"Tolerance argument must be an integer, and it's {type(tolerance)}.") + + def evaluate(self, value_to_compare: Any, reference_data: Any, tolerance: int) -> Tuple[Dict, bool]: """Returns the difference between values and the boolean. Overwrites method in base class.""" - diff = diff_generator(reference_value, value_to_compare) - self._remove_within_tolerance(diff) + self.validate(reference_data=reference_data, tolerance=tolerance) + diff = diff_generator(reference_data, value_to_compare) + self._remove_within_tolerance(diff, tolerance) return diff, not diff - def _remove_within_tolerance(self, diff: Dict) -> None: + def _remove_within_tolerance(self, diff: Dict, tolerance: int) -> None: """Recursively look into diff and apply tolerance check, remove reported difference when within tolerance.""" def _within_tolerance(*, old_value: float, new_value: float) -> bool: """Return True if new value is within the tolerance range of the previous value.""" - max_diff = old_value * self.tolerance_factor + tolerance_factor = tolerance / 100 + max_diff = old_value * tolerance_factor return (old_value - max_diff) < new_value < (old_value + max_diff) for key, value in list(diff.items()): # casting list makes copy, so we don't modify object being iterated. @@ -148,7 +158,7 @@ def _within_tolerance(*, old_value: float, new_value: float) -> bool: if "new_value" in value.keys() and "old_value" in value.keys() and _within_tolerance(**value): diff.pop(key) else: - self._remove_within_tolerance(diff[key]) + self._remove_within_tolerance(diff[key], tolerance) if not value: diff.pop(key) @@ -156,35 +166,55 @@ def _within_tolerance(*, old_value: float, new_value: float) -> bool: class ParameterMatchType(CheckType): """Parameter Match class implementation.""" - def evaluate(self, reference_value: Mapping, value_to_compare: Mapping) -> Tuple[Dict, bool]: + @staticmethod + def validate(**kwargs): + """Method to validate arguments.""" + mode_options = ["match", "no-match"] + params = kwargs.get("params") + if not params: + raise ValueError("Params argument is mandatory for ParameterMatch Check Type.") + if not isinstance(params, dict): + raise ValueError(f"Params argument must be a dict, and it's {type(params)}.") + + mode = kwargs.get("mode") + if not mode: + raise ValueError("Mode argument is mandatory for ParameterMatch Check Type.") + if not isinstance(mode, str): + raise ValueError(f"Mode argument must be a string, and it's {type(mode)}.") + if mode not in mode_options: + raise ValueError(f"Mode argument should be {mode_options}, and it's {mode}") + + def evaluate(self, value_to_compare: Mapping, params: Dict, mode: str) -> Tuple[Dict, bool]: """Parameter Match evaluator implementation.""" - if not isinstance(value_to_compare, dict): - raise TypeError("check_option must be of type dict()") - - evaluation_result = parameter_evaluator(reference_value, value_to_compare) + self.validate(params=params, mode=mode) + # TODO: we don't use the mode? + evaluation_result = parameter_evaluator(value_to_compare, params) return evaluation_result, not evaluation_result class RegexType(CheckType): """Regex Match class implementation.""" - def evaluate(self, reference_value: Mapping, value_to_compare: Mapping) -> Tuple[Mapping, bool]: + @staticmethod + def validate(**kwargs): + """Method to validate arguments.""" + mode_options = ["match", "no-match"] + regex = kwargs.get("regex") + if not regex: + raise ValueError("Params argument is mandatory for Regex Match Check Type.") + if not isinstance(regex, str): + raise ValueError(f"Params argument must be a string, and it's {type(regex)}.") + + mode = kwargs.get("mode") + if not mode: + raise ValueError("Mode argument is mandatory for Regex Match Check Type.") + if not isinstance(mode, str): + raise ValueError(f"Mode argument must be a string, and it's {type(mode)}.") + if mode not in mode_options: + raise ValueError(f"Mode argument should be {mode_options}, and it's {mode}") + + def evaluate(self, value_to_compare: Mapping, regex: str, mode: str) -> Tuple[Mapping, bool]: """Regex Match evaluator implementation.""" - # Check that check value_to_compare is dict. - if not isinstance(value_to_compare, dict): - raise TypeError("check_option must be of type dict().") - - # Check that value_to_compare has 'regex' and 'mode' dict keys. - if any(key not in value_to_compare.keys() for key in ("regex", "mode")): - raise KeyError( - "Regex check-type requires check-option. Example: dict(regex='.*UNDERLAY.*', mode='no-match')." - ) - - # Assert that check option has 'regex' and 'mode' dict keys.\ - if value_to_compare["mode"] not in ["match", "no-match"]: - raise ValueError( - "Regex check-type requires check-option. Example: dict(regex='.*UNDERLAY.*', mode='no-match')." - ) - - diff = regex_evaluator(reference_value, value_to_compare) + self.validate(regex=regex, mode=mode) + diff = regex_evaluator(value_to_compare, regex, mode) return diff, not diff diff --git a/netcompare/evaluators.py b/netcompare/evaluators.py index 96a2aa1..71a5363 100644 --- a/netcompare/evaluators.py +++ b/netcompare/evaluators.py @@ -79,7 +79,7 @@ def parameter_evaluator(values: Mapping, parameters: Mapping) -> Dict: return result -def regex_evaluator(values: Mapping, parameter: Mapping) -> Dict: +def regex_evaluator(values: Mapping, regex_expression: str, mode: str) -> Dict: """Regex Match evaluator engine.""" # values: [{'7.7.7.7': {'peerGroup': 'EVPN-OVERLAY-SPINE'}}] # parameter: {'regex': '.*UNDERLAY.*', 'mode': 'include'} @@ -87,9 +87,6 @@ def regex_evaluator(values: Mapping, parameter: Mapping) -> Dict: if not isinstance(values, list): raise TypeError("Something went wrong during JMSPath parsing. 'values' must be of type List.") - regex_expression = parameter["regex"] - mode = parameter["mode"] - for item in values: for founded_value in item.values(): for value in founded_value.values(): diff --git a/poetry.lock b/poetry.lock index ca5119d..d015efb 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,18 +1,10 @@ -[[package]] -name = "appdirs" -version = "1.4.4" -description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "dev" -optional = false -python-versions = "*" - [[package]] name = "astroid" -version = "2.8.5" +version = "2.9.3" description = "An abstract syntax tree for Python with inference support." category = "dev" optional = false -python-versions = "~=3.6" +python-versions = ">=3.6.2" [package.dependencies] lazy-object-proxy = ">=1.4.0" @@ -30,17 +22,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "attrs" -version = "21.2.0" +version = "21.4.0" description = "Classes Without Boilerplate" category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [package.extras] -dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"] +dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] -tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"] -tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"] +tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] +tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"] [[package]] name = "bandit" @@ -58,26 +50,27 @@ stevedore = ">=1.20.0" [[package]] name = "black" -version = "20.8b1" +version = "22.1.0" description = "The uncompromising code formatter." category = "dev" optional = false -python-versions = ">=3.6" +python-versions = ">=3.6.2" [package.dependencies] -appdirs = "*" -click = ">=7.1.2" +click = ">=8.0.0" dataclasses = {version = ">=0.6", markers = "python_version < \"3.7\""} mypy-extensions = ">=0.4.3" -pathspec = ">=0.6,<1" -regex = ">=2020.1.8" -toml = ">=0.10.1" -typed-ast = ">=1.4.0" -typing-extensions = ">=3.7.4" +pathspec = ">=0.9.0" +platformdirs = ">=2" +tomli = ">=1.1.0" +typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""} +typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} [package.extras] colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.3.2)", "aiohttp-cors"] +d = ["aiohttp (>=3.7.4)"] +jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] +uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "certifi" @@ -89,7 +82,7 @@ python-versions = "*" [[package]] name = "charset-normalizer" -version = "2.0.7" +version = "2.0.11" description = "The Real First Universal Charset Detector. 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b/tests/test_type_checks.py index 81c6aa8..d0ed911 100644 --- a/tests/test_type_checks.py +++ b/tests/test_type_checks.py @@ -5,58 +5,63 @@ @pytest.mark.parametrize( - "args, expected_class", - [(["exact_match"], ExactMatchType), (["tolerance", 10], ToleranceType)], + "check_type_str, expected_class", + [("exact_match", ExactMatchType), ("tolerance", ToleranceType)], ) -def test_check_init(args, expected_class): +def test_check_init(check_type_str, expected_class): """Validate that the returned class is the expected one.""" - assert isinstance(CheckType.init(*args), expected_class) + assert isinstance(CheckType.init(check_type_str), expected_class) exception_tests_init = [ - (("does_not_exist",), NotImplementedError, ""), - (("tolerance",), IndexError, "parameter"), - (("tolerance", "non-float"), ValueError, "non-float"), + ("does_not_exist", NotImplementedError, ""), ] -@pytest.mark.parametrize("check_type_args, exception_type, expected_in_output", exception_tests_init) -def tests_exceptions_init(check_type_args, exception_type, expected_in_output): +@pytest.mark.parametrize("check_type_str, exception_type, expected_in_output", exception_tests_init) +def tests_exceptions_init(check_type_str, exception_type, expected_in_output): """Tests exceptions when check object is initialized.""" with pytest.raises(exception_type) as error: - CheckType.init(*check_type_args) + CheckType.init(check_type_str) assert expected_in_output in error.value.__str__() exception_tests_eval = [ - ("parameter_match", ([{}], "not-dict"), TypeError, "dict()"), - ("parameter_match", ({}, {}), TypeError, "'values' must be of type List"), - ("regex", ([{}], "not-dict"), TypeError, "dict()"), - ("regex", ([{}], {"mode": "match"}), KeyError, "check-option"), - ("regex", ([{}], {"mode": "regex"}), KeyError, "check-option"), - ("regex", ([{}], {"regex": "", "mode": "unknown"}), ValueError, "check-option"), - ("regex", ({}, {"regex": "", "mode": "match"}), TypeError, "'values' must be of type List"), + ( + "parameter_match", + {"value_to_compare": {}, "mode": "some mode", "params": {"some": "thing"}}, + ValueError, + "Mode argument should be", + ), + ( + "regex", + {"value_to_compare": {}, "mode": "some mode", "regex": "some regex"}, + ValueError, + "Mode argument should be", + ), ] -@pytest.mark.parametrize("check_type, args, exception_type, expected_in_output", exception_tests_eval) -def tests_exceptions_eval(check_type, args, exception_type, expected_in_output): +@pytest.mark.parametrize("check_type_str, evaluate_args, exception_type, expected_in_output", exception_tests_eval) +def tests_exceptions_eval(check_type_str, evaluate_args, exception_type, expected_in_output): """Tests exceptions when calling .evaluate() method.""" with pytest.raises(exception_type) as error: - check = CheckType.init(check_type) - check.evaluate(*args) + check = CheckType.init(check_type_str) + check.evaluate(**evaluate_args) assert expected_in_output in error.value.__str__() exact_match_test_values_no_change = ( - ("exact_match",), + "exact_match", + {}, "api", "result[0].vrfs.default.peerList[*].[$peerAddress$,establishedTransitions]", ({}, True), ) exact_match_test_values_changed = ( - ("exact_match",), + "exact_match", + {}, "api", "result[0].vrfs.default.peerList[*].[$peerAddress$,prefixesSent]", ( @@ -69,21 +74,24 @@ def tests_exceptions_eval(check_type, args, exception_type, expected_in_output): ) tolerance_test_values_no_change = ( - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "api", "result[0].vrfs.default.peerList[*].[$peerAddress$,establishedTransitions]", ({}, True), ) tolerance_test_values_within_threshold = ( - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "api", "result[0].vrfs.default.peerList[*].[$peerAddress$,prefixesSent]", ({}, True), ) tolerance_test_values_beyond_threshold = ( - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "api", "result[0].vrfs.default.peerList[*].[$peerAddress$,prefixesReceived]", ( @@ -104,14 +112,14 @@ def tests_exceptions_eval(check_type, args, exception_type, expected_in_output): ] -@pytest.mark.parametrize("check_type_args, folder_name, path, expected_results", check_type_tests) -def test_check_type_results(check_type_args, folder_name, path, expected_results): +@pytest.mark.parametrize("check_type_str, evaluate_args, folder_name, path, expected_results", check_type_tests) +def test_check_type_results(check_type_str, evaluate_args, folder_name, path, expected_results): """Validate that CheckType.evaluate returns the expected_results.""" - check = CheckType.init(*check_type_args) + check = CheckType.init(check_type_str) pre_data, post_data = load_mocks(folder_name) pre_value = check.get_value(pre_data, path) post_value = check.get_value(post_data, path) - actual_results = check.evaluate(pre_value, post_value) + actual_results = check.evaluate(post_value, pre_value, **evaluate_args) assert actual_results == expected_results, ASSERT_FAIL_MESSAGE.format( output=actual_results, expected_output=expected_results ) @@ -119,7 +127,8 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results napalm_bgp_neighbor_status = ( "napalm_get_bgp_neighbors", - ("exact_match",), + "exact_match", + {}, "global.$peers$.*.[is_enabled,is_up]", ( { @@ -134,21 +143,24 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results napalm_bgp_neighbor_prefixes_ipv4 = ( "napalm_get_bgp_neighbors", - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "global.$peers$.*.*.ipv4.[accepted_prefixes,received_prefixes,sent_prefixes]", ({"10.1.0.0": {"accepted_prefixes": {"new_value": 900, "old_value": 1000}}}, False), ) napalm_bgp_neighbor_prefixes_ipv6 = ( "napalm_get_bgp_neighbors", - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "global.$peers$.*.*.ipv6.[accepted_prefixes,received_prefixes,sent_prefixes]", ({"10.64.207.255": {"received_prefixes": {"new_value": 1100, "old_value": 1000}}}, False), ) napalm_get_lldp_neighbors_exact_raw = ( "napalm_get_lldp_neighbors", - ("exact_match",), + "exact_match", + {}, None, ( { @@ -169,7 +181,8 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results tolerance_no_path = ( "tolerance", - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "", ( { @@ -184,7 +197,8 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results tolerance_path = ( "tolerance", - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "interfaces", ( { @@ -197,7 +211,8 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results tolerance_deep_path = ( "tolerance", - ("tolerance", 10), + "tolerance", + {"tolerance": 10}, "interfaces.Ethernet1", ( {"power_level": {"new_value": 4, "old_value": -4}}, @@ -216,14 +231,14 @@ def test_check_type_results(check_type_args, folder_name, path, expected_results ] -@pytest.mark.parametrize("folder_name, check_type_args, path, expected_result", check_tests) -def test_checks(folder_name, check_type_args, path, expected_result): +@pytest.mark.parametrize("folder_name, check_type_str, evaluate_args, path, expected_result", check_tests) +def test_checks(folder_name, check_type_str, evaluate_args, path, expected_result): """Validate multiple checks on the same data to catch corner cases.""" - check = CheckType.init(*check_type_args) + check = CheckType.init(check_type_str) pre_data, post_data = load_mocks(folder_name) pre_value = check.get_value(pre_data, path) post_value = check.get_value(post_data, path) - actual_results = check.evaluate(pre_value, post_value) + actual_results = check.evaluate(post_value, pre_value, **evaluate_args) assert actual_results == expected_result, ASSERT_FAIL_MESSAGE.format( output=actual_results, expected_output=expected_result @@ -232,7 +247,8 @@ def test_checks(folder_name, check_type_args, path, expected_result): parameter_match_api = ( "pre.json", - ("parameter_match", {"localAsn": "65130.1100", "linkType": "external"}), + "parameter_match", + {"mode": "match", "params": {"localAsn": "65130.1100", "linkType": "external"}}, "result[0].vrfs.default.peerList[*].[$peerAddress$,localAsn,linkType]", ( { @@ -244,14 +260,14 @@ def test_checks(folder_name, check_type_args, path, expected_result): ) -@pytest.mark.parametrize("filename, check_type_args, path, expected_result", [parameter_match_api]) -def test_param_match(filename, check_type_args, path, expected_result): +@pytest.mark.parametrize("filename, check_type_str, evaluate_args, path, expected_result", [parameter_match_api]) +def test_param_match(filename, check_type_str, evaluate_args, path, expected_result): """Validate parameter_match check type.""" - check = CheckType.init(check_type_args[0]) + check = CheckType.init(check_type_str) # There is not concept of "pre" and "post" in parameter_match. data = load_json_file("parameter_match", filename) value = check.get_value(data, path) - actual_results = check.evaluate(value, check_type_args[1]) + actual_results = check.evaluate(value, **evaluate_args) assert actual_results == expected_result, ASSERT_FAIL_MESSAGE.format( output=actual_results, expected_output=expected_result ) @@ -259,7 +275,8 @@ def test_param_match(filename, check_type_args, path, expected_result): regex_match_include = ( "pre.json", - ("regex", {"regex": ".*UNDERLAY.*", "mode": "match"}), + "regex", + {"regex": ".*UNDERLAY.*", "mode": "match"}, "result[0].vrfs.default.peerList[*].[$peerAddress$,peerGroup]", ( { @@ -271,7 +288,8 @@ def test_param_match(filename, check_type_args, path, expected_result): regex_match_exclude = ( "pre.json", - ("regex", {"regex": ".*UNDERLAY.*", "mode": "no-match"}), + "regex", + {"regex": ".*UNDERLAY.*", "mode": "no-match"}, "result[0].vrfs.default.peerList[*].[$peerAddress$,peerGroup]", ( { @@ -289,14 +307,14 @@ def test_param_match(filename, check_type_args, path, expected_result): ] -@pytest.mark.parametrize("filename, check_type_args, path, expected_result", regex_match) -def test_regex_match(filename, check_type_args, path, expected_result): +@pytest.mark.parametrize("filename, check_type_str, evaluate_args, path, expected_result", regex_match) +def test_regex_match(filename, check_type_str, evaluate_args, path, expected_result): """Validate regex check type.""" - check = CheckType.init(check_type_args[0]) + check = CheckType.init(check_type_str) # There is not concept of "pre" and "post" in parameter_match. data = load_json_file("api", filename) value = check.get_value(data, path) - actual_results = check.evaluate(value, check_type_args[1]) + actual_results = check.evaluate(value, **evaluate_args) assert actual_results == expected_result, ASSERT_FAIL_MESSAGE.format( output=actual_results, expected_output=expected_result )