Package com.google.cloud.aiplatform.v1beta1

Interface ModelDeploymentMonitoringScheduleConfigOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      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 Detail

      • 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.v1beta1.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.v1beta1.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.v1beta1.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;