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// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: tensorflow_metadata/proto/v0/statistics.proto

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

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

  /**
   *    * The name of the dataset.
   * 
   *
   * string name = 1;
   * @return The name.
   */
  java.lang.String getName();
  /**
   *    * The name of the dataset.
   * 
   *
   * string name = 1;
   * @return The bytes for name.
   */
  com.google.protobuf.ByteString
      getNameBytes();

  /**
   *    * The number of examples in the dataset.
   * 
   *
   * uint64 num_examples = 2;
   * @return The numExamples.
   */
  long getNumExamples();

  /**
   *    * Only valid if the weight feature was specified.
   * Treats a missing weighted feature as zero.
   * 
   *
   * double weighted_num_examples = 4;
   * @return The weightedNumExamples.
   */
  double getWeightedNumExamples();

  /**
   *    * The feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;
   */
  java.util.List 
      getFeaturesList();
  /**
   *    * The feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;
   */
  org.tensorflow.metadata.v0.FeatureNameStatistics getFeatures(int index);
  /**
   *    * The feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;
   */
  int getFeaturesCount();
  /**
   *    * The feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;
   */
  java.util.List 
      getFeaturesOrBuilderList();
  /**
   *    * The feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;
   */
  org.tensorflow.metadata.v0.FeatureNameStatisticsOrBuilder getFeaturesOrBuilder(
      int index);

  /**
   *    * Cross feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;
   */
  java.util.List 
      getCrossFeaturesList();
  /**
   *    * Cross feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;
   */
  org.tensorflow.metadata.v0.CrossFeatureStatistics getCrossFeatures(int index);
  /**
   *    * Cross feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;
   */
  int getCrossFeaturesCount();
  /**
   *    * Cross feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;
   */
  java.util.List 
      getCrossFeaturesOrBuilderList();
  /**
   *    * Cross feature statistics for the dataset.
   * 
   *
   * repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;
   */
  org.tensorflow.metadata.v0.CrossFeatureStatisticsOrBuilder getCrossFeaturesOrBuilder(
      int index);
}