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public static final class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies extends GeneratedMessageV3 implements ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilderHistorical 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 |
|