whylogs.viz.extensions.reports.summary_drift#

Module Contents#

Classes#

SummaryDriftReport

Attributes#

logger

whylogs.viz.extensions.reports.summary_drift.logger#
class whylogs.viz.extensions.reports.summary_drift.SummaryDriftReport(ref_view: whylogs.DatasetProfileView, target_view: whylogs.DatasetProfileView, height: Optional[str] = None)#

Bases: whylogs.viz.extensions.reports.html_report.HTMLReport

Parameters
report() → str#
Return type

str

add_drift_config(column_names: List[str], algorithm: whylogs.viz.drift.column_drift_algorithms.ColumnDriftAlgorithm) → None#

Add drift configuration. The algorithms and thresholds added through this method will be used to calculate drift scores in the summary_drift_report() method. If any drift configuration exists, the new configuration will overwrite the standard behavior when appliable. If a column has multiple configurations defined, the last one defined will be used.

Parameters
Return type

None