Class MonitoringStatsAnomaly (1.36.4)

MonitoringStatsAnomaly(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A list of historical SnapshotAnalysis or ImportFeaturesAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

Attributes

NameDescription
objective google.cloud.aiplatform_v1beta1.types.Feature.MonitoringStatsAnomaly.Objective
Output only. The objective for each stats.
feature_stats_anomaly google.cloud.aiplatform_v1beta1.types.FeatureStatsAnomaly
Output only. The stats and anomalies generated at specific timestamp.

Classes

Objective

Objective(value)

If the objective in the request is both Import Feature Analysis and Snapshot Analysis, this objective could be one of them. Otherwise, this objective should be the same as the objective in the request.

Values: OBJECTIVE_UNSPECIFIED (0): If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty. IMPORT_FEATURE_ANALYSIS (1): Stats are generated by Import Feature Analysis. SNAPSHOT_ANALYSIS (2): Stats are generated by Snapshot Analysis.

Methods

MonitoringStatsAnomaly

MonitoringStatsAnomaly(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A list of historical SnapshotAnalysis or ImportFeaturesAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.