Github user rezasafi commented on a diff in the pull request:

    https://github.com/apache/spark/pull/15769#discussion_r141774719
  
    --- Diff: 
core/src/main/scala/org/apache/spark/internal/io/SparkHadoopMapReduceWriter.scala
 ---
    @@ -0,0 +1,249 @@
    +/*
    + * 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.internal.io
    +
    +import java.text.SimpleDateFormat
    +import java.util.{Date, Locale}
    +
    +import scala.reflect.ClassTag
    +import scala.util.DynamicVariable
    +
    +import org.apache.hadoop.conf.Configuration
    +import org.apache.hadoop.fs.Path
    +import org.apache.hadoop.mapred.{JobConf, JobID}
    +import org.apache.hadoop.mapreduce._
    +import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl
    +
    +import org.apache.spark.{SparkConf, SparkException, TaskContext}
    +import org.apache.spark.deploy.SparkHadoopUtil
    +import org.apache.spark.executor.OutputMetrics
    +import org.apache.spark.internal.Logging
    +import org.apache.spark.internal.io.FileCommitProtocol.TaskCommitMessage
    +import org.apache.spark.rdd.RDD
    +import org.apache.spark.util.{SerializableConfiguration, Utils}
    +
    +/**
    + * A helper object that saves an RDD using a Hadoop OutputFormat
    + * (from the newer mapreduce API, not the old mapred API).
    + */
    +private[spark]
    +object SparkHadoopMapReduceWriter extends Logging {
    +
    +  /**
    +   * Basic work flow of this command is:
    +   * 1. Driver side setup, prepare the data source and hadoop 
configuration for the write job to
    +   *    be issued.
    +   * 2. Issues a write job consists of one or more executor side tasks, 
each of which writes all
    +   *    rows within an RDD partition.
    +   * 3. If no exception is thrown in a task, commits that task, otherwise 
aborts that task;  If any
    +   *    exception is thrown during task commitment, also aborts that task.
    +   * 4. If all tasks are committed, commit the job, otherwise aborts the 
job;  If any exception is
    +   *    thrown during job commitment, also aborts the job.
    +   */
    +  def write[K, V: ClassTag](
    +      rdd: RDD[(K, V)],
    +      hadoopConf: Configuration): Unit = {
    +    // Extract context and configuration from RDD.
    +    val sparkContext = rdd.context
    +    val stageId = rdd.id
    --- End diff --
    
    I investigated the problem a little more and I filed a jira & fix, see 
SPARK-22162. Thank you in advance. 


---

---------------------------------------------------------------------
To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org
For additional commands, e-mail: reviews-h...@spark.apache.org

Reply via email to