mlm_insights.tests.test_types.predicate_based_tests.interfaces package¶
Submodules¶
mlm_insights.tests.test_types.predicate_based_tests.interfaces.predicate_based_test_base module¶
- class mlm_insights.tests.test_types.predicate_based_tests.interfaces.predicate_based_test_base.PredicateBasedTestBase(user_defined_tags: ~typing.Dict[str, str] = <factory>, lhs: ~mlm_insights.tests.selectors.interfaces.selector_base.SelectorBase | int | str | float | bool | ~typing.List[~typing.Any] | ~typing.Tuple[int, int] | None = None, rhs: ~mlm_insights.tests.selectors.interfaces.selector_base.SelectorBase | int | str | float | bool | ~typing.List[~typing.Any] | ~typing.Tuple[int, int] | None = None)¶
Bases:
TestBase,ABC- PredicateBasedTestBase is type of Insights test where the test pattern is of following.
Condition: Usually the name of the test, which inherit the condition type.
lhs: left value or metric value under test
rhs: right value or reference metric value under test
Additional parameters
Example of PredicateBasedTests are: TestGreaterThan, TestBetween, TestDeviation, etc.
Configuration¶
- lhsUnion[SelectorBase, ConstantValue]
It may be Insight Selector or ConstantValue.
- rhsUnion[SelectorBase, ConstantValue]
It may be Insight Selector or ConstantValue.
- get_left_result(test_context: TestContext) SelectorResult¶
Get Left result
- get_non_comparable_test_error(test_name: str, left_value: int | str | float | bool | List[Any] | Tuple[int, int], right_value: int | str | float | bool | List[Any] | Tuple[int, int], test_config: Dict[str, Any] | None = None) TestResult¶
- get_right_result(test_context: TestContext) SelectorResult¶
Get Right result
- lhs: SelectorBase | int | str | float | bool | List[Any] | Tuple[int, int] = None¶
- rhs: SelectorBase | int | str | float | bool | List[Any] | Tuple[int, int] = None¶
- validate_arguments() TestValidationResult¶