`whylogs.core.constraints.factories.frequent_items`#

Module Contents#

Functions#

`frequent_strings_in_reference_set`(...)	Determine whether a set of variables appear in the frequent strings for a string column.
`n_most_common_items_in_set`(...)	Validate if the top n most common items appear in the dataset.

whylogs.core.constraints.factories.frequent_items.frequent_strings_in_reference_set(column_name: str, reference_set: dict) → whylogs.core.constraints.metric_constraints.MetricConstraint#

Determine whether a set of variables appear in the frequent strings for a string column. Every item in frequent strings must be in defined reference set

Parameters

column_name (str) – Columns the constraint is applied to.
reference_set (dict) – Reference set for applying the constraint

Return type

whylogs.core.constraints.metric_constraints.MetricConstraint

whylogs.core.constraints.factories.frequent_items.n_most_common_items_in_set(column_name: str, n: int, reference_set: dict) → whylogs.core.constraints.metric_constraints.MetricConstraint#

Validate if the top n most common items appear in the dataset.