Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/*
* 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.util.{Date, UUID}
import scala.collection.mutable
import org.apache.hadoop.fs.Path
import org.apache.hadoop.mapreduce._
import org.apache.hadoop.mapreduce.lib.output.FileOutputCommitter
import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl
import org.apache.spark.SparkHadoopWriter
import org.apache.spark.internal.Logging
import org.apache.spark.mapred.SparkHadoopMapRedUtil
/**
* An [[FileCommitProtocol]] implementation backed by an underlying Hadoop OutputCommitter
* (from the newer mapreduce API, not the old mapred API).
*
* Unlike Hadoop's OutputCommitter, this implementation is serializable.
*/
class HadoopMapReduceCommitProtocol(jobId: String, path: String)
extends FileCommitProtocol with Serializable with Logging {
import FileCommitProtocol._
/** OutputCommitter from Hadoop is not serializable so marking it transient. */
@transient private var committer: OutputCommitter = _
/**
* Tracks files staged by this task for absolute output paths. These outputs are not managed by
* the Hadoop OutputCommitter, so we must move these to their final locations on job commit.
*
* The mapping is from the temp output path to the final desired output path of the file.
*/
@transient private var addedAbsPathFiles: mutable.Map[String, String] = null
/**
* The staging directory for all files committed with absolute output paths.
*/
private def absPathStagingDir: Path = new Path(path, "_temporary-" + jobId)
protected def setupCommitter(context: TaskAttemptContext): OutputCommitter = {
context.getOutputFormatClass.newInstance().getOutputCommitter(context)
}
override def newTaskTempFile(
taskContext: TaskAttemptContext, dir: Option[String], ext: String): String = {
val filename = getFilename(taskContext, ext)
val stagingDir: String = committer match {
// For FileOutputCommitter it has its own staging path called "work path".
case f: FileOutputCommitter => Option(f.getWorkPath.toString).getOrElse(path)
case _ => path
}
dir.map { d =>
new Path(new Path(stagingDir, d), filename).toString
}.getOrElse {
new Path(stagingDir, filename).toString
}
}
override def newTaskTempFileAbsPath(
taskContext: TaskAttemptContext, absoluteDir: String, ext: String): String = {
val filename = getFilename(taskContext, ext)
val absOutputPath = new Path(absoluteDir, filename).toString
// Include a UUID here to prevent file collisions for one task writing to different dirs.
// In principle we could include hash(absoluteDir) instead but this is simpler.
val tmpOutputPath = new Path(
absPathStagingDir, UUID.randomUUID().toString() + "-" + filename).toString
addedAbsPathFiles(tmpOutputPath) = absOutputPath
tmpOutputPath
}
private def getFilename(taskContext: TaskAttemptContext, ext: String): String = {
// The file name looks like part-r-00000-2dd664f9-d2c4-4ffe-878f-c6c70c1fb0cb_00003.gz.parquet
// Note that %05d does not truncate the split number, so if we have more than 100000 tasks,
// the file name is fine and won't overflow.
val split = taskContext.getTaskAttemptID.getTaskID.getId
f"part-$split%05d-$jobId$ext"
}
override def setupJob(jobContext: JobContext): Unit = {
// Setup IDs
val jobId = SparkHadoopWriter.createJobID(new Date, 0)
val taskId = new TaskID(jobId, TaskType.MAP, 0)
val taskAttemptId = new TaskAttemptID(taskId, 0)
// Set up the configuration object
jobContext.getConfiguration.set("mapred.job.id", jobId.toString)
jobContext.getConfiguration.set("mapred.tip.id", taskAttemptId.getTaskID.toString)
jobContext.getConfiguration.set("mapred.task.id", taskAttemptId.toString)
jobContext.getConfiguration.setBoolean("mapred.task.is.map", true)
jobContext.getConfiguration.setInt("mapred.task.partition", 0)
val taskAttemptContext = new TaskAttemptContextImpl(jobContext.getConfiguration, taskAttemptId)
committer = setupCommitter(taskAttemptContext)
committer.setupJob(jobContext)
}
override def commitJob(jobContext: JobContext, taskCommits: Seq[TaskCommitMessage]): Unit = {
committer.commitJob(jobContext)
val filesToMove = taskCommits.map(_.obj.asInstanceOf[Map[String, String]])
.foldLeft(Map[String, String]())(_ ++ _)
logDebug(s"Committing files staged for absolute locations $filesToMove")
val fs = absPathStagingDir.getFileSystem(jobContext.getConfiguration)
for ((src, dst) <- filesToMove) {
fs.rename(new Path(src), new Path(dst))
}
fs.delete(absPathStagingDir, true)
}
override def abortJob(jobContext: JobContext): Unit = {
committer.abortJob(jobContext, JobStatus.State.FAILED)
val fs = absPathStagingDir.getFileSystem(jobContext.getConfiguration)
fs.delete(absPathStagingDir, true)
}
override def setupTask(taskContext: TaskAttemptContext): Unit = {
committer = setupCommitter(taskContext)
committer.setupTask(taskContext)
addedAbsPathFiles = mutable.Map[String, String]()
}
override def commitTask(taskContext: TaskAttemptContext): TaskCommitMessage = {
val attemptId = taskContext.getTaskAttemptID
SparkHadoopMapRedUtil.commitTask(
committer, taskContext, attemptId.getJobID.getId, attemptId.getTaskID.getId)
new TaskCommitMessage(addedAbsPathFiles.toMap)
}
override def abortTask(taskContext: TaskAttemptContext): Unit = {
committer.abortTask(taskContext)
// best effort cleanup of other staged files
for ((src, _) <- addedAbsPathFiles) {
val tmp = new Path(src)
tmp.getFileSystem(taskContext.getConfiguration).delete(tmp, false)
}
}
}
