spark LocalDirsFeatureStep 源码

  • 2022-10-20
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spark LocalDirsFeatureStep 代码

文件路径:/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/features/LocalDirsFeatureStep.scala

/*
 * 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.deploy.k8s.features

import java.util.UUID

import scala.collection.JavaConverters._

import io.fabric8.kubernetes.api.model._

import org.apache.spark.deploy.k8s.{KubernetesConf, SparkPod}
import org.apache.spark.deploy.k8s.Config._
import org.apache.spark.util.Utils.randomize

private[spark] class LocalDirsFeatureStep(
    conf: KubernetesConf,
    defaultLocalDir: String = s"/var/data/spark-${UUID.randomUUID}")
  extends KubernetesFeatureConfigStep {

  private val useLocalDirTmpFs = conf.get(KUBERNETES_LOCAL_DIRS_TMPFS)

  override def configurePod(pod: SparkPod): SparkPod = {
    var localDirs = randomize(pod.container.getVolumeMounts.asScala
      .filter(_.getName.startsWith("spark-local-dir-"))
      .map(_.getMountPath))
    var localDirVolumes: Seq[Volume] = Seq()
    var localDirVolumeMounts: Seq[VolumeMount] = Seq()

    if (localDirs.isEmpty) {
      // Cannot use Utils.getConfiguredLocalDirs because that will default to the Java system
      // property - we want to instead default to mounting an emptydir volume that doesn't already
      // exist in the image.
      // We could make utils.getConfiguredLocalDirs opinionated about Kubernetes, as it is already
      // a bit opinionated about YARN and Mesos.
      val resolvedLocalDirs = Option(conf.sparkConf.getenv("SPARK_LOCAL_DIRS"))
        .orElse(conf.getOption("spark.local.dir"))
        .getOrElse(defaultLocalDir)
        .split(",")
      randomize(resolvedLocalDirs)
      localDirs = resolvedLocalDirs.toSeq
      localDirVolumes = resolvedLocalDirs
        .zipWithIndex
        .map { case (_, index) =>
          new VolumeBuilder()
            .withName(s"spark-local-dir-${index + 1}")
            .withNewEmptyDir()
              .withMedium(if (useLocalDirTmpFs) "Memory" else null)
            .endEmptyDir()
            .build()
        }

      localDirVolumeMounts = localDirVolumes
        .zip(resolvedLocalDirs)
        .map { case (localDirVolume, localDirPath) =>
          new VolumeMountBuilder()
            .withName(localDirVolume.getName)
            .withMountPath(localDirPath)
            .build()
        }
    }

    val podWithLocalDirVolumes = new PodBuilder(pod.pod)
      .editSpec()
        .addToVolumes(localDirVolumes: _*)
        .endSpec()
      .build()
    val containerWithLocalDirVolumeMounts = new ContainerBuilder(pod.container)
      .addNewEnv()
        .withName("SPARK_LOCAL_DIRS")
        .withValue(localDirs.mkString(","))
        .endEnv()
      .addToVolumeMounts(localDirVolumeMounts: _*)
      .build()
    SparkPod(podWithLocalDirVolumes, containerWithLocalDirVolumeMounts)
  }
}

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