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public static final class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies extends GeneratedMessageV3 implements ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
Historical Stats (and Anomalies) for a specific Feature.
Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesStatic Fields
FEATURE_DISPLAY_NAME_FIELD_NUMBER
public static final int FEATURE_DISPLAY_NAME_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
PREDICTION_STATS_FIELD_NUMBER
public static final int PREDICTION_STATS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
THRESHOLD_FIELD_NUMBER
public static final int THRESHOLD_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TRAINING_STATS_FIELD_NUMBER
public static final int TRAINING_STATS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
newBuilder(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies prototype)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies prototype)
Parameter | |
---|---|
Name | Description |
prototype | ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
parseDelimitedFrom(InputStream input)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> parser()
Returns | |
---|---|
Type | Description |
Parser<FeatureHistoricStatsAnomalies> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
getFeatureDisplayName()
public String getFeatureDisplayName()
Display Name of the Feature.
string feature_display_name = 1;
Returns | |
---|---|
Type | Description |
String | The featureDisplayName. |
getFeatureDisplayNameBytes()
public ByteString getFeatureDisplayNameBytes()
Display Name of the Feature.
string feature_display_name = 1;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for featureDisplayName. |
getParserForType()
public Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<FeatureHistoricStatsAnomalies> |
getPredictionStats(int index)
public FeatureStatsAnomaly getPredictionStats(int index)
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
FeatureStatsAnomaly |
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;
Returns | |
---|---|
Type | Description |
int |
getPredictionStatsList()
public List<FeatureStatsAnomaly> getPredictionStatsList()
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
Returns | |
---|---|
Type | Description |
List<FeatureStatsAnomaly> |
getPredictionStatsOrBuilder(int index)
public FeatureStatsAnomalyOrBuilder getPredictionStatsOrBuilder(int index)
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
FeatureStatsAnomalyOrBuilder |
getPredictionStatsOrBuilderList()
public List<? extends FeatureStatsAnomalyOrBuilder> getPredictionStatsOrBuilderList()
A list of historical stats generated by different time window's Prediction Dataset.
repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
Returns | |
---|---|
Type | Description |
List<? extends com.google.cloud.aiplatform.v1.FeatureStatsAnomalyOrBuilder> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getThreshold()
public ThresholdConfig getThreshold()
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
Returns | |
---|---|
Type | Description |
ThresholdConfig | The threshold. |
getThresholdOrBuilder()
public ThresholdConfigOrBuilder getThresholdOrBuilder()
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
Returns | |
---|---|
Type | Description |
ThresholdConfigOrBuilder |
getTrainingStats()
public FeatureStatsAnomaly getTrainingStats()
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
Returns | |
---|---|
Type | Description |
FeatureStatsAnomaly | The trainingStats. |
getTrainingStatsOrBuilder()
public FeatureStatsAnomalyOrBuilder getTrainingStatsOrBuilder()
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
Returns | |
---|---|
Type | Description |
FeatureStatsAnomalyOrBuilder |
hasThreshold()
public boolean hasThreshold()
Threshold for anomaly detection.
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
Returns | |
---|---|
Type | Description |
boolean | Whether the threshold field is set. |
hasTrainingStats()
public boolean hasTrainingStats()
Stats calculated for the Training Dataset.
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
Returns | |
---|---|
Type | Description |
boolean | Whether the trainingStats field is set. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |