Package com.google.cloud.aiplatform.v1beta1

Class FeaturestoreMonitoringConfig.SnapshotAnalysis

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis
All Implemented Interfaces:
FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
Enclosing class:
FeaturestoreMonitoringConfig
public static final class FeaturestoreMonitoringConfig.SnapshotAnalysis extends com.google.protobuf.GeneratedMessage implements FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
 Configuration of the Featurestore's Snapshot Analysis Based Monitoring.
 This type of analysis generates statistics for each Feature based on a
 snapshot of the latest feature value of each entities every
 monitoring_interval.
Protobuf type google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis
See Also:

  • Field Details

    • DISABLED_FIELD_NUMBER

      public static final int DISABLED_FIELD_NUMBER
      See Also:

    • MONITORING_INTERVAL_FIELD_NUMBER

      public static final int MONITORING_INTERVAL_FIELD_NUMBER
      See Also:

    • MONITORING_INTERVAL_DAYS_FIELD_NUMBER

      public static final int MONITORING_INTERVAL_DAYS_FIELD_NUMBER
      See Also:

    • STALENESS_DAYS_FIELD_NUMBER

      public static final int STALENESS_DAYS_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

    • getDisabled

      public boolean getDisabled()
       The monitoring schedule for snapshot analysis.
 For EntityType-level config:
 unset / disabled = true indicates disabled by
 default for Features under it; otherwise by default enable snapshot
 analysis monitoring with monitoring_interval for Features under it.
 Feature-level config:
 disabled = true indicates disabled regardless of the EntityType-level
 config; unset monitoring_interval indicates going with EntityType-level
 config; otherwise run snapshot analysis monitoring with
 monitoring_interval regardless of the EntityType-level config.
 Explicitly Disable the snapshot analysis based monitoring.
      bool disabled = 1;
      Specified by:
      getDisabled in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
      Returns:
      The disabled.

    • hasMonitoringInterval

      @Deprecated public boolean hasMonitoringInterval()
      Deprecated.
      google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval is deprecated. See google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto;l=56
       Configuration of the snapshot analysis based monitoring pipeline running
 interval. The value is rolled up to full day.
 If both
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 and the deprecated `monitoring_interval` field
 are set when creating/updating EntityTypes/Features,
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 will be used.
      .google.protobuf.Duration monitoring_interval = 2 [deprecated = true];
      Specified by:
      hasMonitoringInterval in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
      Returns:
      Whether the monitoringInterval field is set.

    • getMonitoringInterval

      @Deprecated public com.google.protobuf.Duration getMonitoringInterval()
      Deprecated.
      google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval is deprecated. See google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto;l=56
       Configuration of the snapshot analysis based monitoring pipeline running
 interval. The value is rolled up to full day.
 If both
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 and the deprecated `monitoring_interval` field
 are set when creating/updating EntityTypes/Features,
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 will be used.
      .google.protobuf.Duration monitoring_interval = 2 [deprecated = true];
      Specified by:
      getMonitoringInterval in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
      Returns:
      The monitoringInterval.

    • getMonitoringIntervalOrBuilder

      @Deprecated public com.google.protobuf.DurationOrBuilder getMonitoringIntervalOrBuilder()
      Deprecated.
       Configuration of the snapshot analysis based monitoring pipeline running
 interval. The value is rolled up to full day.
 If both
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 and the deprecated `monitoring_interval` field
 are set when creating/updating EntityTypes/Features,
 [monitoring_interval_days][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days]
 will be used.
      .google.protobuf.Duration monitoring_interval = 2 [deprecated = true];
      Specified by:
      getMonitoringIntervalOrBuilder in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder

    • getMonitoringIntervalDays

      public int getMonitoringIntervalDays()
       Configuration of the snapshot analysis based monitoring pipeline
 running interval. The value indicates number of days.
      int32 monitoring_interval_days = 3;
      Specified by:
      getMonitoringIntervalDays in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
      Returns:
      The monitoringIntervalDays.

    • getStalenessDays

      public int getStalenessDays()
       Customized export features time window for snapshot analysis. Unit is one
 day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is
 4000 days.
      int32 staleness_days = 4;
      Specified by:
      getStalenessDays in interface FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
      Returns:
      The stalenessDays.

    • 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.SnapshotAnalysis parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder()

    • newBuilder

      public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder(FeaturestoreMonitoringConfig.SnapshotAnalysis prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstance()

    • parser

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

    • getParserForType

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