whylogs.core.constraints.factories.condition_counts

Module Contents

Functions

condition_meets(...)	Checks that all values in column match predicate
condition_never_meets(...)	Checks that no values in column match predicate
condition_count_below(...)

whylogs.core.constraints.factories.condition_counts.condition_meets(column_name: str, condition_name: str) → whylogs.core.constraints.metric_constraints.MetricConstraint

Checks that all values in column match predicate

Parameters

• column_name (str) – Name of the column to apply the constraint to

• condition_name (str) – Name of the condition that will be applied to each value of the column

Return type

whylogs.core.constraints.metric_constraints.MetricConstraint

whylogs.core.constraints.factories.condition_counts.condition_never_meets(column_name: str, condition_name: str) → whylogs.core.constraints.metric_constraints.MetricConstraint

Checks that no values in column match predicate

Parameters

• column_name (str) – Name of the column to apply the constraint to

• condition_name (str) – Name of the condition that will be applied to each value of the column

Return type

whylogs.core.constraints.metric_constraints.MetricConstraint

whylogs.core.constraints.factories.condition_counts.condition_count_below(column_name: str, condition_name: str, max_count: int) → whylogs.core.constraints.metric_constraints.MetricConstraint

Parameters

• column_name (str) –

• condition_name (str) –

• max_count (int) –

Return type

whylogs.core.constraints.metric_constraints.MetricConstraint