Package com.google.cloud.aiplatform.v1

Interface ModelDeploymentMonitoringScheduleConfigOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
ModelDeploymentMonitoringScheduleConfig, ModelDeploymentMonitoringScheduleConfig.Builder
@Generated public interface ModelDeploymentMonitoringScheduleConfigOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    Description
    com.google.protobuf.Duration
    getMonitorInterval()
    Required.
    com.google.protobuf.DurationOrBuilder
    getMonitorIntervalOrBuilder()
    Required.
    com.google.protobuf.Duration
    getMonitorWindow()
    The time window of the prediction data being included in each prediction dataset.
    com.google.protobuf.DurationOrBuilder
    getMonitorWindowOrBuilder()
    The time window of the prediction data being included in each prediction dataset.
    boolean
    hasMonitorInterval()
    Required.
    boolean
    hasMonitorWindow()
    The time window of the prediction data being included in each prediction dataset.

    Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

    isInitialized

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Method Details

    • hasMonitorInterval

      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];
      Returns:
      Whether the monitorInterval field is set.

    • getMonitorInterval

      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];
      Returns:
      The monitorInterval.

    • getMonitorIntervalOrBuilder

      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];

    • hasMonitorWindow

      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;
      Returns:
      Whether the monitorWindow field is set.

    • getMonitorWindow

      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;
      Returns:
      The monitorWindow.

    • getMonitorWindowOrBuilder

      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;