Package com.google.cloud.aiplatform.v1

Class ModelDeploymentMonitoringScheduleConfig

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig
All Implemented Interfaces:
ModelDeploymentMonitoringScheduleConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ModelDeploymentMonitoringScheduleConfig extends com.google.protobuf.GeneratedMessage implements ModelDeploymentMonitoringScheduleConfigOrBuilder
 The config for scheduling monitoring job.
Protobuf type google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig
See Also:

  • Field Details

    • MONITOR_INTERVAL_FIELD_NUMBER

      public static final int MONITOR_INTERVAL_FIELD_NUMBER
      See Also:

    • MONITOR_WINDOW_FIELD_NUMBER

      public static final int MONITOR_WINDOW_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

    • hasMonitorInterval

      public boolean hasMonitorInterval()
       Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
      .google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      hasMonitorInterval in interface ModelDeploymentMonitoringScheduleConfigOrBuilder
      Returns:
      Whether the monitorInterval field is set.

    • getMonitorInterval

      public com.google.protobuf.Duration getMonitorInterval()
       Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
      .google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getMonitorInterval in interface ModelDeploymentMonitoringScheduleConfigOrBuilder
      Returns:
      The monitorInterval.

    • getMonitorIntervalOrBuilder

      public com.google.protobuf.DurationOrBuilder getMonitorIntervalOrBuilder()
       Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
      .google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getMonitorIntervalOrBuilder in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

    • hasMonitorWindow

      public boolean hasMonitorWindow()
       The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
      .google.protobuf.Duration monitor_window = 2;
      Specified by:
      hasMonitorWindow in interface ModelDeploymentMonitoringScheduleConfigOrBuilder
      Returns:
      Whether the monitorWindow field is set.

    • getMonitorWindow

      public com.google.protobuf.Duration getMonitorWindow()
       The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
      .google.protobuf.Duration monitor_window = 2;
      Specified by:
      getMonitorWindow in interface ModelDeploymentMonitoringScheduleConfigOrBuilder
      Returns:
      The monitorWindow.

    • getMonitorWindowOrBuilder

      public com.google.protobuf.DurationOrBuilder getMonitorWindowOrBuilder()
       The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
      .google.protobuf.Duration monitor_window = 2;
      Specified by:
      getMonitorWindowOrBuilder in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder()

    • newBuilder

      public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder(ModelDeploymentMonitoringScheduleConfig prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static ModelDeploymentMonitoringScheduleConfig getDefaultInstance()

    • parser

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

    • getParserForType

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