Package com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringStatsDataPointOrBuilder

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

  • Method Details

    • hasCurrentStats

      boolean hasCurrentStats()
       Statistics from current dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
      Returns:
      Whether the currentStats field is set.

    • getCurrentStats

      ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()
       Statistics from current dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
      Returns:
      The currentStats.

    • getCurrentStatsOrBuilder

      ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()
       Statistics from current dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

    • hasBaselineStats

      boolean hasBaselineStats()
       Statistics from baseline dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
      Returns:
      Whether the baselineStats field is set.

    • getBaselineStats

      ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()
       Statistics from baseline dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
      Returns:
      The baselineStats.

    • getBaselineStatsOrBuilder

      ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()
       Statistics from baseline dataset.
      .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

    • getThresholdValue

      double getThresholdValue()
       Threshold value.
      double threshold_value = 3;
      Returns:
      The thresholdValue.

    • getHasAnomaly

      boolean getHasAnomaly()
       Indicate if the statistics has anomaly.
      bool has_anomaly = 4;
      Returns:
      The hasAnomaly.

    • getModelMonitoringJob

      String getModelMonitoringJob()
       Model monitoring job resource name.
      string model_monitoring_job = 5;
      Returns:
      The modelMonitoringJob.

    • getModelMonitoringJobBytes

      com.google.protobuf.ByteString getModelMonitoringJobBytes()
       Model monitoring job resource name.
      string model_monitoring_job = 5;
      Returns:
      The bytes for modelMonitoringJob.

    • getSchedule

      String getSchedule()
       Schedule resource name.
      string schedule = 6;
      Returns:
      The schedule.

    • getScheduleBytes

      com.google.protobuf.ByteString getScheduleBytes()
       Schedule resource name.
      string schedule = 6;
      Returns:
      The bytes for schedule.

    • hasCreateTime

      boolean hasCreateTime()
       Statistics create time.
      .google.protobuf.Timestamp create_time = 7;
      Returns:
      Whether the createTime field is set.

    • getCreateTime

      com.google.protobuf.Timestamp getCreateTime()
       Statistics create time.
      .google.protobuf.Timestamp create_time = 7;
      Returns:
      The createTime.

    • getCreateTimeOrBuilder

      com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
       Statistics create time.
      .google.protobuf.Timestamp create_time = 7;

    • getAlgorithm

      String getAlgorithm()
       Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
      string algorithm = 8;
      Returns:
      The algorithm.

    • getAlgorithmBytes

      com.google.protobuf.ByteString getAlgorithmBytes()
       Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
      string algorithm = 8;
      Returns:
      The bytes for algorithm.