Package com.google.cloud.aiplatform.v1
Class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder
java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder
- All Implemented Interfaces:
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder,com.google.protobuf.Message.Builder,com.google.protobuf.MessageLite.Builder,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Cloneable
- Enclosing class:
- ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
public static final class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
implements ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
Historical Stats (and Anomalies) for a specific Feature.Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies-
Method Summary
Modifier and TypeMethodDescriptionaddAllPredictionStats(Iterable<? extends FeatureStatsAnomaly> values) A list of historical stats generated by different time window's Prediction Dataset.addPredictionStats(int index, FeatureStatsAnomaly value) A list of historical stats generated by different time window's Prediction Dataset.addPredictionStats(int index, FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.A list of historical stats generated by different time window's Prediction Dataset.addPredictionStats(FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.A list of historical stats generated by different time window's Prediction Dataset.addPredictionStatsBuilder(int index) A list of historical stats generated by different time window's Prediction Dataset.build()clear()Display Name of the Feature.A list of historical stats generated by different time window's Prediction Dataset.Threshold for anomaly detection.Stats calculated for the Training Dataset.static final com.google.protobuf.Descriptors.Descriptorcom.google.protobuf.Descriptors.DescriptorDisplay Name of the Feature.com.google.protobuf.ByteStringDisplay Name of the Feature.getPredictionStats(int index) A list of historical stats generated by different time window's Prediction Dataset.getPredictionStatsBuilder(int index) A list of historical stats generated by different time window's Prediction Dataset.A list of historical stats generated by different time window's Prediction Dataset.intA list of historical stats generated by different time window's Prediction Dataset.A list of historical stats generated by different time window's Prediction Dataset.getPredictionStatsOrBuilder(int index) A list of historical stats generated by different time window's Prediction Dataset.List<? extends FeatureStatsAnomalyOrBuilder>A list of historical stats generated by different time window's Prediction Dataset.Threshold for anomaly detection.Threshold for anomaly detection.Threshold for anomaly detection.Stats calculated for the Training Dataset.Stats calculated for the Training Dataset.Stats calculated for the Training Dataset.booleanThreshold for anomaly detection.booleanStats calculated for the Training Dataset.protected com.google.protobuf.GeneratedMessage.FieldAccessorTablefinal booleanmergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) mergeFrom(com.google.protobuf.Message other) mergeThreshold(ThresholdConfig value) Threshold for anomaly detection.Stats calculated for the Training Dataset.removePredictionStats(int index) A list of historical stats generated by different time window's Prediction Dataset.setFeatureDisplayName(String value) Display Name of the Feature.setFeatureDisplayNameBytes(com.google.protobuf.ByteString value) Display Name of the Feature.setPredictionStats(int index, FeatureStatsAnomaly value) A list of historical stats generated by different time window's Prediction Dataset.setPredictionStats(int index, FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.setThreshold(ThresholdConfig value) Threshold for anomaly detection.setThreshold(ThresholdConfig.Builder builderForValue) Threshold for anomaly detection.Stats calculated for the Training Dataset.setTrainingStats(FeatureStatsAnomaly.Builder builderForValue) Stats calculated for the Training Dataset.Methods inherited from class com.google.protobuf.GeneratedMessage.Builder
addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3Methods inherited from class com.google.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageExceptionMethods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.Message.Builder
mergeDelimitedFrom, mergeDelimitedFromMethods inherited from interface com.google.protobuf.MessageLite.Builder
mergeFromMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Method Details
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
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clear
- Specified by:
clearin interfacecom.google.protobuf.Message.Builder- Specified by:
clearin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clearin classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
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getDescriptorForType
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.Message.Builder- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.MessageOrBuilder- Overrides:
getDescriptorForTypein classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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build
- Specified by:
buildin interfacecom.google.protobuf.Message.Builder- Specified by:
buildin interfacecom.google.protobuf.MessageLite.Builder
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buildPartial
- Specified by:
buildPartialin interfacecom.google.protobuf.Message.Builder- Specified by:
buildPartialin interfacecom.google.protobuf.MessageLite.Builder
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mergeFrom
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder mergeFrom(com.google.protobuf.Message other) - Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
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mergeFrom
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>
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mergeFrom
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Specified by:
mergeFromin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>- Throws:
IOException
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getFeatureDisplayName
Display Name of the Feature.
string feature_display_name = 1;- Specified by:
getFeatureDisplayNamein interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- The featureDisplayName.
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getFeatureDisplayNameBytes
public com.google.protobuf.ByteString getFeatureDisplayNameBytes()Display Name of the Feature.
string feature_display_name = 1;- Specified by:
getFeatureDisplayNameBytesin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- The bytes for featureDisplayName.
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setFeatureDisplayName
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setFeatureDisplayName(String value) Display Name of the Feature.
string feature_display_name = 1;- Parameters:
value- The featureDisplayName to set.- Returns:
- This builder for chaining.
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clearFeatureDisplayName
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder clearFeatureDisplayName()Display Name of the Feature.
string feature_display_name = 1;- Returns:
- This builder for chaining.
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setFeatureDisplayNameBytes
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setFeatureDisplayNameBytes(com.google.protobuf.ByteString value) Display Name of the Feature.
string feature_display_name = 1;- Parameters:
value- The bytes for featureDisplayName to set.- Returns:
- This builder for chaining.
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hasThreshold
public boolean hasThreshold()Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;- Specified by:
hasThresholdin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- Whether the threshold field is set.
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getThreshold
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;- Specified by:
getThresholdin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- The threshold.
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setThreshold
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setThreshold(ThresholdConfig value) Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3; -
setThreshold
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setThreshold(ThresholdConfig.Builder builderForValue) Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3; -
mergeThreshold
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder mergeThreshold(ThresholdConfig value) Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3; -
clearThreshold
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3; -
getThresholdBuilder
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3; -
getThresholdOrBuilder
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;- Specified by:
getThresholdOrBuilderin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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hasTrainingStats
public boolean hasTrainingStats()Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;- Specified by:
hasTrainingStatsin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- Whether the trainingStats field is set.
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getTrainingStats
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;- Specified by:
getTrainingStatsin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder- Returns:
- The trainingStats.
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setTrainingStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setTrainingStats(FeatureStatsAnomaly value) Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4; -
setTrainingStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setTrainingStats(FeatureStatsAnomaly.Builder builderForValue) Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4; -
mergeTrainingStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder mergeTrainingStats(FeatureStatsAnomaly value) Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4; -
clearTrainingStats
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4; -
getTrainingStatsBuilder
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4; -
getTrainingStatsOrBuilder
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;- Specified by:
getTrainingStatsOrBuilderin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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getPredictionStatsList
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;- Specified by:
getPredictionStatsListin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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getPredictionStatsCount
public int getPredictionStatsCount()A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;- Specified by:
getPredictionStatsCountin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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getPredictionStats
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;- Specified by:
getPredictionStatsin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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setPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setPredictionStats(int index, FeatureStatsAnomaly value) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
setPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder setPredictionStats(int index, FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addPredictionStats(FeatureStatsAnomaly value) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addPredictionStats(int index, FeatureStatsAnomaly value) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addPredictionStats(FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addPredictionStats(int index, FeatureStatsAnomaly.Builder builderForValue) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addAllPredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addAllPredictionStats(Iterable<? extends FeatureStatsAnomaly> values) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
clearPredictionStats
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
removePredictionStats
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder removePredictionStats(int index) A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
getPredictionStatsBuilder
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
getPredictionStatsOrBuilder
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;- Specified by:
getPredictionStatsOrBuilderin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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getPredictionStatsOrBuilderList
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;- Specified by:
getPredictionStatsOrBuilderListin interfaceModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
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addPredictionStatsBuilder
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
addPredictionStatsBuilder
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5; -
getPredictionStatsBuilderList
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
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