Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringAlert

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlert
All Implemented Interfaces:
ModelMonitoringAlertOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ModelMonitoringAlert extends com.google.protobuf.GeneratedMessage implements ModelMonitoringAlertOrBuilder
 Represents a single monitoring alert. This is currently used in the
 SearchModelMonitoringAlerts api, thus the alert wrapped in this message
 belongs to the resource asked in the request.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAlert
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    ModelMonitoringAlert.Builder
    Represents a single monitoring alert.

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

    com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

    com.google.protobuf.AbstractMessage.BuilderParent

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    ALERT_TIME_FIELD_NUMBER
     
    static final int
    ANOMALY_FIELD_NUMBER
     
    static final int
    OBJECTIVE_TYPE_FIELD_NUMBER
     
    static final int
    STATS_NAME_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessage

    alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    com.google.protobuf.Timestamp
    getAlertTime()
    Alert creation time.
    com.google.protobuf.TimestampOrBuilder
    getAlertTimeOrBuilder()
    Alert creation time.
    ModelMonitoringAnomaly
    getAnomaly()
    Anomaly details.
    ModelMonitoringAnomalyOrBuilder
    getAnomalyOrBuilder()
    Anomaly details.
    static ModelMonitoringAlert
    getDefaultInstance()
     
    ModelMonitoringAlert
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    String
    getObjectiveType()
    One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution`
    com.google.protobuf.ByteString
    getObjectiveTypeBytes()
    One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution`
    com.google.protobuf.Parser<ModelMonitoringAlert>
    getParserForType()
     
    int
    getSerializedSize()
     
    String
    getStatsName()
    The stats name.
    com.google.protobuf.ByteString
    getStatsNameBytes()
    The stats name.
    boolean
    hasAlertTime()
    Alert creation time.
    boolean
    hasAnomaly()
    Anomaly details.
    int
    hashCode()
     
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static ModelMonitoringAlert.Builder
    newBuilder()
     
    static ModelMonitoringAlert.Builder
    newBuilder(ModelMonitoringAlert prototype)
     
    ModelMonitoringAlert.Builder
    newBuilderForType()
     
    protected ModelMonitoringAlert.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
     
    static ModelMonitoringAlert
    parseDelimitedFrom(InputStream input)
     
    static ModelMonitoringAlert
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ModelMonitoringAlert
    parseFrom(byte[] data)
     
    static ModelMonitoringAlert
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ModelMonitoringAlert
    parseFrom(com.google.protobuf.ByteString data)
     
    static ModelMonitoringAlert
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ModelMonitoringAlert
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static ModelMonitoringAlert
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ModelMonitoringAlert
    parseFrom(InputStream input)
     
    static ModelMonitoringAlert
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ModelMonitoringAlert
    parseFrom(ByteBuffer data)
     
    static ModelMonitoringAlert
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<ModelMonitoringAlert>
    parser()
     
    ModelMonitoringAlert.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessage

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashFields, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Field Details

    • STATS_NAME_FIELD_NUMBER

      public static final int STATS_NAME_FIELD_NUMBER
      See Also:

    • OBJECTIVE_TYPE_FIELD_NUMBER

      public static final int OBJECTIVE_TYPE_FIELD_NUMBER
      See Also:

    • ALERT_TIME_FIELD_NUMBER

      public static final int ALERT_TIME_FIELD_NUMBER
      See Also:

    • ANOMALY_FIELD_NUMBER

      public static final int ANOMALY_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

    • getStatsName

      public String getStatsName()
       The stats name.
      string stats_name = 1;
      Specified by:
      getStatsName in interface ModelMonitoringAlertOrBuilder
      Returns:
      The statsName.

    • getStatsNameBytes

      public com.google.protobuf.ByteString getStatsNameBytes()
       The stats name.
      string stats_name = 1;
      Specified by:
      getStatsNameBytes in interface ModelMonitoringAlertOrBuilder
      Returns:
      The bytes for statsName.

    • getObjectiveType

      public String getObjectiveType()
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Specified by:
      getObjectiveType in interface ModelMonitoringAlertOrBuilder
      Returns:
      The objectiveType.

    • getObjectiveTypeBytes

      public com.google.protobuf.ByteString getObjectiveTypeBytes()
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Specified by:
      getObjectiveTypeBytes in interface ModelMonitoringAlertOrBuilder
      Returns:
      The bytes for objectiveType.

    • hasAlertTime

      public boolean hasAlertTime()
       Alert creation time.
      .google.protobuf.Timestamp alert_time = 3;
      Specified by:
      hasAlertTime in interface ModelMonitoringAlertOrBuilder
      Returns:
      Whether the alertTime field is set.

    • getAlertTime

      public com.google.protobuf.Timestamp getAlertTime()
       Alert creation time.
      .google.protobuf.Timestamp alert_time = 3;
      Specified by:
      getAlertTime in interface ModelMonitoringAlertOrBuilder
      Returns:
      The alertTime.

    • getAlertTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getAlertTimeOrBuilder()
       Alert creation time.
      .google.protobuf.Timestamp alert_time = 3;
      Specified by:
      getAlertTimeOrBuilder in interface ModelMonitoringAlertOrBuilder

    • hasAnomaly

      public boolean hasAnomaly()
       Anomaly details.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
      Specified by:
      hasAnomaly in interface ModelMonitoringAlertOrBuilder
      Returns:
      Whether the anomaly field is set.

    • getAnomaly

      public ModelMonitoringAnomaly getAnomaly()
       Anomaly details.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
      Specified by:
      getAnomaly in interface ModelMonitoringAlertOrBuilder
      Returns:
      The anomaly.

    • getAnomalyOrBuilder

      public ModelMonitoringAnomalyOrBuilder getAnomalyOrBuilder()
       Anomaly details.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
      Specified by:
      getAnomalyOrBuilder in interface ModelMonitoringAlertOrBuilder

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static ModelMonitoringAlert.Builder newBuilder()

    • newBuilder

      public static ModelMonitoringAlert.Builder newBuilder(ModelMonitoringAlert prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static ModelMonitoringAlert getDefaultInstance()

    • parser

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

    • getParserForType

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