abacusai.model_monitor_org_summary

Classes

ModelMonitorOrgSummary

A summary of an organization's model monitors

Module Contents

class abacusai.model_monitor_org_summary.ModelMonitorOrgSummary(client, summary=None, featureDrift=None, labelDrift=None, dataIntegrity=None, performance=None, alerts=None, monitorData=None, totalStarredMonitors=None)

Bases: abacusai.return_class.AbstractApiClass

A summary of an organization’s model monitors

Parameters:

  • client (ApiClient) – An authenticated API Client instance

  • summary (dict) – Count of monitors, count of versions, count of total rows of prediction data, count of failed versions.

  • featureDrift (dict) – Percentage of monitors with and without KL divergence > 2.

  • labelDrift (dict) – Histogram of label drift across versions.

  • dataIntegrity (dict) – Counts of violations.

  • performance (dict) – Model accuracy information.

  • alerts (dict) – Count of alerts that are raised.

  • monitorData (dict) – Information about monitors used in the summary for each time period.

  • totalStarredMonitors (int) – Total number of starred monitors.

summary
feature_drift
label_drift
data_integrity
performance
alerts
monitor_data
total_starred_monitors
deprecated_keys
__repr__()
to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict