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ModelMonitoringStatsDataPoint(
mapping=None, *, ignore_unknown_fields=False, **kwargs
)
Represents a single statistics data point.
Attributes |
|
---|---|
Name | Description |
current_stats |
google.cloud.aiplatform_v1beta1.types.ModelMonitoringStatsDataPoint.TypedValue
Statistics from current dataset. |
baseline_stats |
google.cloud.aiplatform_v1beta1.types.ModelMonitoringStatsDataPoint.TypedValue
Statistics from baseline dataset. |
threshold_value |
float
Threshold value. |
has_anomaly |
bool
Indicate if the statistics has anomaly. |
model_monitoring_job |
str
Model monitoring job resource name. |
schedule |
str
Schedule resource name. |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Statistics create time. |
algorithm |
str
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity. |
Classes
TypedValue
TypedValue(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Typed value of the statistics.
This message has oneof
_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Methods
ModelMonitoringStatsDataPoint
ModelMonitoringStatsDataPoint(
mapping=None, *, ignore_unknown_fields=False, **kwargs
)
Represents a single statistics data point.