Package com.google.cloud.aiplatform.v1

Class FeaturestoreMonitoringConfig

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig
All Implemented Interfaces:
FeaturestoreMonitoringConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class FeaturestoreMonitoringConfig extends com.google.protobuf.GeneratedMessage implements FeaturestoreMonitoringConfigOrBuilder
 Configuration of how features in Featurestore are monitored.
Protobuf type google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig
See Also:

  • Field Details

    • SNAPSHOT_ANALYSIS_FIELD_NUMBER

      public static final int SNAPSHOT_ANALYSIS_FIELD_NUMBER
      See Also:

    • IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER

      public static final int IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER
      See Also:

    • NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER

      public static final int NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER
      See Also:

    • CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER

      public static final int CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • hasSnapshotAnalysis

      public boolean hasSnapshotAnalysis()
       The config for Snapshot Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
      Specified by:
      hasSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      Whether the snapshotAnalysis field is set.

    • getSnapshotAnalysis

      public FeaturestoreMonitoringConfig.SnapshotAnalysis getSnapshotAnalysis()
       The config for Snapshot Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
      Specified by:
      getSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      The snapshotAnalysis.

    • getSnapshotAnalysisOrBuilder

      public FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder getSnapshotAnalysisOrBuilder()
       The config for Snapshot Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
      Specified by:
      getSnapshotAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

    • hasImportFeaturesAnalysis

      public boolean hasImportFeaturesAnalysis()
       The config for ImportFeatures Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
      Specified by:
      hasImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      Whether the importFeaturesAnalysis field is set.

    • getImportFeaturesAnalysis

      public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()
       The config for ImportFeatures Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
      Specified by:
      getImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      The importFeaturesAnalysis.

    • getImportFeaturesAnalysisOrBuilder

      public FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()
       The config for ImportFeatures Analysis Based Feature Monitoring.
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
      Specified by:
      getImportFeaturesAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

    • hasNumericalThresholdConfig

      public boolean hasNumericalThresholdConfig()
       Threshold for numerical features of anomaly detection.
 This is shared by all objectives of Featurestore Monitoring for numerical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
      Specified by:
      hasNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      Whether the numericalThresholdConfig field is set.

    • getNumericalThresholdConfig

      public FeaturestoreMonitoringConfig.ThresholdConfig getNumericalThresholdConfig()
       Threshold for numerical features of anomaly detection.
 This is shared by all objectives of Featurestore Monitoring for numerical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
      Specified by:
      getNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      The numericalThresholdConfig.

    • getNumericalThresholdConfigOrBuilder

      public FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getNumericalThresholdConfigOrBuilder()
       Threshold for numerical features of anomaly detection.
 This is shared by all objectives of Featurestore Monitoring for numerical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
      Specified by:
      getNumericalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

    • hasCategoricalThresholdConfig

      public boolean hasCategoricalThresholdConfig()
       Threshold for categorical features of anomaly detection.
 This is shared by all types of Featurestore Monitoring for categorical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
      Specified by:
      hasCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      Whether the categoricalThresholdConfig field is set.

    • getCategoricalThresholdConfig

      public FeaturestoreMonitoringConfig.ThresholdConfig getCategoricalThresholdConfig()
       Threshold for categorical features of anomaly detection.
 This is shared by all types of Featurestore Monitoring for categorical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
      Specified by:
      getCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder
      Returns:
      The categoricalThresholdConfig.

    • getCategoricalThresholdConfigOrBuilder

      public FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getCategoricalThresholdConfigOrBuilder()
       Threshold for categorical features of anomaly detection.
 This is shared by all types of Featurestore Monitoring for categorical
 features (i.e. Features with type
 ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
      .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
      Specified by:
      getCategoricalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static FeaturestoreMonitoringConfig parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static FeaturestoreMonitoringConfig parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeaturestoreMonitoringConfig parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public FeaturestoreMonitoringConfig.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static FeaturestoreMonitoringConfig.Builder newBuilder()

    • newBuilder

      public static FeaturestoreMonitoringConfig.Builder newBuilder(FeaturestoreMonitoringConfig prototype)

    • toBuilder

      public FeaturestoreMonitoringConfig.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected FeaturestoreMonitoringConfig.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static FeaturestoreMonitoringConfig getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<FeaturestoreMonitoringConfig> parser()

    • getParserForType

      public com.google.protobuf.Parser<FeaturestoreMonitoringConfig> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public FeaturestoreMonitoringConfig getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder