org.tensorflow.metadata.v0.AnomaliesOrBuilder Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of scio-tensorflow_2.12 Show documentation
Scio add-on for TensorFlow
The newest version!
// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: tensorflow_metadata/proto/v0/anomalies.proto

// Protobuf Java Version: 3.25.4
package org.tensorflow.metadata.v0;

public interface AnomaliesOrBuilder extends
    // @@protoc_insertion_point(interface_extends:tensorflow.metadata.v0.Anomalies)
    com.google.protobuf.MessageOrBuilder {

  /**
   * .tensorflow.metadata.v0.Schema baseline = 1;
   * @return Whether the baseline field is set.
   */
  boolean hasBaseline();
  /**
   * .tensorflow.metadata.v0.Schema baseline = 1;
   * @return The baseline.
   */
  org.tensorflow.metadata.v0.Schema getBaseline();
  /**
   * .tensorflow.metadata.v0.Schema baseline = 1;
   */
  org.tensorflow.metadata.v0.SchemaOrBuilder getBaselineOrBuilder();

  /**
   * .tensorflow.metadata.v0.Schema baseline_v1 = 6 [deprecated = true];
   * @deprecated tensorflow.metadata.v0.Anomalies.baseline_v1 is deprecated.
   *     See tensorflow_metadata/proto/v0/anomalies.proto;l=311
   * @return Whether the baselineV1 field is set.
   */
  @java.lang.Deprecated boolean hasBaselineV1();
  /**
   * .tensorflow.metadata.v0.Schema baseline_v1 = 6 [deprecated = true];
   * @deprecated tensorflow.metadata.v0.Anomalies.baseline_v1 is deprecated.
   *     See tensorflow_metadata/proto/v0/anomalies.proto;l=311
   * @return The baselineV1.
   */
  @java.lang.Deprecated org.tensorflow.metadata.v0.Schema getBaselineV1();
  /**
   * .tensorflow.metadata.v0.Schema baseline_v1 = 6 [deprecated = true];
   */
  @java.lang.Deprecated org.tensorflow.metadata.v0.SchemaOrBuilder getBaselineV1OrBuilder();

  /**
   *    * The format of the keys in anomaly_info.
   * If absent, default is DEFAULT.
   * 
   *
   * optional .tensorflow.metadata.v0.Anomalies.AnomalyNameFormat anomaly_name_format = 7;
   * @return Whether the anomalyNameFormat field is set.
   */
  boolean hasAnomalyNameFormat();
  /**
   *    * The format of the keys in anomaly_info.
   * If absent, default is DEFAULT.
   * 
   *
   * optional .tensorflow.metadata.v0.Anomalies.AnomalyNameFormat anomaly_name_format = 7;
   * @return The anomalyNameFormat.
   */
  org.tensorflow.metadata.v0.Anomalies.AnomalyNameFormat getAnomalyNameFormat();

  /**
   *    * Information about feature-level anomalies.
   * 
   *
   * map<string, .tensorflow.metadata.v0.AnomalyInfo> anomaly_info = 2;
   */
  int getAnomalyInfoCount();
  /**
   *    * Information about feature-level anomalies.
   * 
   *
   * map<string, .tensorflow.metadata.v0.AnomalyInfo> anomaly_info = 2;
   */
  boolean containsAnomalyInfo(
      java.lang.String key);
  /**
   * Use {@link #getAnomalyInfoMap()} instead.
   */
  @java.lang.Deprecated
  java.util.Map
  getAnomalyInfo();
  /**
   *    * Information about feature-level anomalies.
   * 
   *
   * map<string, .tensorflow.metadata.v0.AnomalyInfo> anomaly_info = 2;
   */
  java.util.Map
  getAnomalyInfoMap();
  /**
   *    * Information about feature-level anomalies.
   * 
   *
   * map<string, .tensorflow.metadata.v0.AnomalyInfo> anomaly_info = 2;
   */
  /* nullable */
org.tensorflow.metadata.v0.AnomalyInfo getAnomalyInfoOrDefault(
      java.lang.String key,
      /* nullable */
org.tensorflow.metadata.v0.AnomalyInfo defaultValue);
  /**
   *    * Information about feature-level anomalies.
   * 
   *
   * map<string, .tensorflow.metadata.v0.AnomalyInfo> anomaly_info = 2;
   */
  org.tensorflow.metadata.v0.AnomalyInfo getAnomalyInfoOrThrow(
      java.lang.String key);

  /**
   *    * Information about dataset-level anomalies.
   * 
   *
   * optional .tensorflow.metadata.v0.AnomalyInfo dataset_anomaly_info = 8;
   * @return Whether the datasetAnomalyInfo field is set.
   */
  boolean hasDatasetAnomalyInfo();
  /**
   *    * Information about dataset-level anomalies.
   * 
   *
   * optional .tensorflow.metadata.v0.AnomalyInfo dataset_anomaly_info = 8;
   * @return The datasetAnomalyInfo.
   */
  org.tensorflow.metadata.v0.AnomalyInfo getDatasetAnomalyInfo();
  /**
   *    * Information about dataset-level anomalies.
   * 
   *
   * optional .tensorflow.metadata.v0.AnomalyInfo dataset_anomaly_info = 8;
   */
  org.tensorflow.metadata.v0.AnomalyInfoOrBuilder getDatasetAnomalyInfoOrBuilder();

  /**
   *    * True if numExamples == 0.
   * 
   *
   * optional bool data_missing = 3;
   * @return Whether the dataMissing field is set.
   */
  boolean hasDataMissing();
  /**
   *    * True if numExamples == 0.
   * 
   *
   * optional bool data_missing = 3;
   * @return The dataMissing.
   */
  boolean getDataMissing();

  /**
   *    * If drift / skew detection was conducted, this field will hold the
   * comparison results for all the features compared, regardless whether a
   * related anomaly was reported.
   * 
   *
   * repeated .tensorflow.metadata.v0.DriftSkewInfo drift_skew_info = 9;
   */
  java.util.List 
      getDriftSkewInfoList();
  /**
   *    * If drift / skew detection was conducted, this field will hold the
   * comparison results for all the features compared, regardless whether a
   * related anomaly was reported.
   * 
   *
   * repeated .tensorflow.metadata.v0.DriftSkewInfo drift_skew_info = 9;
   */
  org.tensorflow.metadata.v0.DriftSkewInfo getDriftSkewInfo(int index);
  /**
   *    * If drift / skew detection was conducted, this field will hold the
   * comparison results for all the features compared, regardless whether a
   * related anomaly was reported.
   * 
   *
   * repeated .tensorflow.metadata.v0.DriftSkewInfo drift_skew_info = 9;
   */
  int getDriftSkewInfoCount();
  /**
   *    * If drift / skew detection was conducted, this field will hold the
   * comparison results for all the features compared, regardless whether a
   * related anomaly was reported.
   * 
   *
   * repeated .tensorflow.metadata.v0.DriftSkewInfo drift_skew_info = 9;
   */
  java.util.List 
      getDriftSkewInfoOrBuilderList();
  /**
   *    * If drift / skew detection was conducted, this field will hold the
   * comparison results for all the features compared, regardless whether a
   * related anomaly was reported.
   * 
   *
   * repeated .tensorflow.metadata.v0.DriftSkewInfo drift_skew_info = 9;
   */
  org.tensorflow.metadata.v0.DriftSkewInfoOrBuilder getDriftSkewInfoOrBuilder(
      int index);

  org.tensorflow.metadata.v0.Anomalies.BaselineSchemaCase getBaselineSchemaCase();
}