| Package | Description |
|---|---|
| com.google.cloud.aiplatform.v1beta1 |
| Modifier and Type | Method and Description |
|---|---|
FeatureStatsAnomaly.Builder |
Feature.Builder.addMonitoringStatsBuilder()
Output only.
|
FeatureStatsAnomaly.Builder |
Feature.Builder.addMonitoringStatsBuilder(int index)
Output only.
|
FeatureStatsAnomaly.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.addPredictionStatsBuilder()
A list of historical stats generated by different time window's
Prediction Dataset.
|
FeatureStatsAnomaly.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.addPredictionStatsBuilder(int index)
A list of historical stats generated by different time window's
Prediction Dataset.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clear() |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearAnomalyDetectionThreshold()
This is the threshold used when detecting anomalies.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearAnomalyUri()
Path of the anomaly file for current feature values in Cloud Storage
bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearDistributionDeviation()
Deviation from the current stats to baseline stats.
1.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearEndTime()
The end timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearField(com.google.protobuf.Descriptors.FieldDescriptor field) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearScore()
Feature importance score, only populated when cross-feature monitoring is
enabled.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearStartTime()
The start timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clearStatsUri()
Path of the stats file for current feature values in Cloud Storage bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.clone() |
FeatureStatsAnomaly.Builder |
Feature.MonitoringStatsAnomaly.Builder.getFeatureStatsAnomalyBuilder()
Output only.
|
FeatureStatsAnomaly.Builder |
Feature.Builder.getMonitoringStatsBuilder(int index)
Output only.
|
FeatureStatsAnomaly.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.getPredictionStatsBuilder(int index)
A list of historical stats generated by different time window's
Prediction Dataset.
|
FeatureStatsAnomaly.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.getTrainingStatsBuilder()
Stats calculated for the Training Dataset.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeEndTime(com.google.protobuf.Timestamp value)
The end timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeFrom(FeatureStatsAnomaly other) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeFrom(com.google.protobuf.Message other) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeStartTime(com.google.protobuf.Timestamp value)
The start timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
static FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.newBuilder() |
static FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.newBuilder(FeatureStatsAnomaly prototype) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.newBuilderForType() |
protected FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setAnomalyDetectionThreshold(double value)
This is the threshold used when detecting anomalies.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setAnomalyUri(String value)
Path of the anomaly file for current feature values in Cloud Storage
bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setAnomalyUriBytes(com.google.protobuf.ByteString value)
Path of the anomaly file for current feature values in Cloud Storage
bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setDistributionDeviation(double value)
Deviation from the current stats to baseline stats.
1.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setEndTime(com.google.protobuf.Timestamp.Builder builderForValue)
The end timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setEndTime(com.google.protobuf.Timestamp value)
The end timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
int index,
Object value) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setScore(double value)
Feature importance score, only populated when cross-feature monitoring is
enabled.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setStartTime(com.google.protobuf.Timestamp.Builder builderForValue)
The start timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setStartTime(com.google.protobuf.Timestamp value)
The start timestamp of window where stats were generated.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setStatsUri(String value)
Path of the stats file for current feature values in Cloud Storage bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setStatsUriBytes(com.google.protobuf.ByteString value)
Path of the stats file for current feature values in Cloud Storage bucket.
|
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.Builder.setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
FeatureStatsAnomaly.Builder |
FeatureStatsAnomaly.toBuilder() |
| Modifier and Type | Method and Description |
|---|---|
List<FeatureStatsAnomaly.Builder> |
Feature.Builder.getMonitoringStatsBuilderList()
Output only.
|
List<FeatureStatsAnomaly.Builder> |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.getPredictionStatsBuilderList()
A list of historical stats generated by different time window's
Prediction Dataset.
|
| Modifier and Type | Method and Description |
|---|---|
Feature.Builder |
Feature.Builder.addMonitoringStats(FeatureStatsAnomaly.Builder builderForValue)
Output only.
|
Feature.Builder |
Feature.Builder.addMonitoringStats(int index,
FeatureStatsAnomaly.Builder builderForValue)
Output only.
|
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.addPredictionStats(FeatureStatsAnomaly.Builder builderForValue)
A list of historical stats generated by different time window's
Prediction Dataset.
|
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.addPredictionStats(int index,
FeatureStatsAnomaly.Builder builderForValue)
A list of historical stats generated by different time window's
Prediction Dataset.
|
Feature.MonitoringStatsAnomaly.Builder |
Feature.MonitoringStatsAnomaly.Builder.setFeatureStatsAnomaly(FeatureStatsAnomaly.Builder builderForValue)
Output only.
|
Feature.Builder |
Feature.Builder.setMonitoringStats(int index,
FeatureStatsAnomaly.Builder builderForValue)
Output only.
|
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.setPredictionStats(int index,
FeatureStatsAnomaly.Builder builderForValue)
A list of historical stats generated by different time window's
Prediction Dataset.
|
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder.setTrainingStats(FeatureStatsAnomaly.Builder builderForValue)
Stats calculated for the Training Dataset.
|
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