org.apache.spark.sql.execution.datasources.json.JsonUtils.scala Maven / Gradle / Ivy

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/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *    http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.spark.sql.execution.datasources.json

import org.apache.spark.input.PortableDataStream
import org.apache.spark.rdd.RDD
import org.apache.spark.sql.Dataset
import org.apache.spark.sql.catalyst.json.JSONOptions

object JsonUtils {
  /**
   * Sample JSON dataset as configured by `samplingRatio`.
   */
  def sample(json: Dataset[String], options: JSONOptions): Dataset[String] = {
    require(options.samplingRatio > 0,
      s"samplingRatio (${options.samplingRatio}) should be greater than 0")
    if (options.samplingRatio > 0.99) {
      json
    } else {
      json.sample(withReplacement = false, options.samplingRatio, 1)
    }
  }

  /**
   * Sample JSON RDD as configured by `samplingRatio`.
   */
  def sample(json: RDD[PortableDataStream], options: JSONOptions): RDD[PortableDataStream] = {
    require(options.samplingRatio > 0,
      s"samplingRatio (${options.samplingRatio}) should be greater than 0")
    if (options.samplingRatio > 0.99) {
      json
    } else {
      json.sample(withReplacement = false, options.samplingRatio, 1)
    }
  }
}