whylogs.core.constraints.factories.types_metrics
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Module Contents#
Functions#
Check if column contains only records of specific datatype. |
- whylogs.core.constraints.factories.types_metrics.column_has_non_zero_types(column_name: str, types_list: List[str]) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_has_zero_count_types(column_name: str, types_list: List[str]) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_integral(column_name: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
column_name (str) –
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_fractional(column_name: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
column_name (str) –
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_boolean(column_name: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
column_name (str) –
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_string(column_name: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
column_name (str) –
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_object(column_name: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
- Parameters
column_name (str) –
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint
- whylogs.core.constraints.factories.types_metrics.column_is_nullable_datatype(column_name: str, datatype: str) whylogs.core.constraints.metric_constraints.MetricConstraint #
Check if column contains only records of specific datatype. Datatypes can be: integral, fractional, boolean, string, object.
Returns True if there is at least one record of type datatype and there is no records of remaining types.
- Parameters
- Return type
whylogs.core.constraints.metric_constraints.MetricConstraint