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Move executor pod construction to a separate class. #452
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ash211
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separate-executor-pod-construction
Sep 6, 2017
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d888571
Move executor pod construction to a separate class.
mccheah dc6b186
Revert change to README
mccheah 3cdba3b
Address comments.
mccheah 8167cb6
Merge remote-tracking branch 'origin/branch-2.2-kubernetes' into sepa…
mccheah 07cfca2
Resolve merge conflicts.
mccheah 8153277
Merge branch 'branch-2.2-kubernetes' into separate-executor-pod-const…
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294 changes: 294 additions & 0 deletions
294
...ore/src/main/scala/org/apache/spark/scheduler/cluster/kubernetes/ExecutorPodFactory.scala
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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.scheduler.cluster.kubernetes | ||
|
|
||
| import java.util.concurrent.atomic.AtomicLong | ||
|
|
||
| import io.fabric8.kubernetes.api.model.{ContainerBuilder, ContainerPortBuilder, EnvVar, EnvVarBuilder, EnvVarSourceBuilder, Pod, PodBuilder, QuantityBuilder} | ||
| import org.apache.commons.io.FilenameUtils | ||
| import scala.collection.JavaConverters._ | ||
|
|
||
| import org.apache.spark.{SparkConf, SparkException} | ||
| import org.apache.spark.deploy.kubernetes.{ConfigurationUtils, InitContainerResourceStagingServerSecretPlugin, PodWithDetachedInitContainer, SparkPodInitContainerBootstrap} | ||
| import org.apache.spark.deploy.kubernetes.config._ | ||
| import org.apache.spark.deploy.kubernetes.constants._ | ||
| import org.apache.spark.deploy.kubernetes.submit.{InitContainerUtil, MountSmallFilesBootstrap} | ||
| import org.apache.spark.util.Utils | ||
|
|
||
| // Configures executor pods. Construct one of these with a SparkConf to set up properties that are | ||
| // common across all executors. Then, pass in dynamic parameters into createExecutorPod. | ||
| private[spark] trait ExecutorPodFactory { | ||
| def createExecutorPod( | ||
| executorId: String, | ||
| applicationId: String, | ||
| driverUrl: String, | ||
| executorEnvs: Seq[(String, String)], | ||
| shuffleServiceConfig: Option[ShuffleServiceConfig], | ||
| driverPod: Pod, | ||
| nodeToLocalTaskCount: Map[String, Int]): Pod | ||
| } | ||
|
|
||
| private[spark] class ExecutorPodFactoryImpl( | ||
| sparkConf: SparkConf, | ||
| nodeAffinityExecutorPodModifier: NodeAffinityExecutorPodModifier, | ||
| mountSmallFilesBootstrap: Option[MountSmallFilesBootstrap], | ||
| executorInitContainerBootstrap: Option[SparkPodInitContainerBootstrap], | ||
| executorMountInitContainerSecretPlugin: Option[InitContainerResourceStagingServerSecretPlugin]) | ||
| extends ExecutorPodFactory { | ||
|
|
||
| import ExecutorPodFactoryImpl._ | ||
|
|
||
| private val executorExtraClasspath = sparkConf.get( | ||
| org.apache.spark.internal.config.EXECUTOR_CLASS_PATH) | ||
| private val executorJarsDownloadDir = sparkConf.get(INIT_CONTAINER_JARS_DOWNLOAD_LOCATION) | ||
|
|
||
| private val executorLabels = ConfigurationUtils.combinePrefixedKeyValuePairsWithDeprecatedConf( | ||
| sparkConf, | ||
| KUBERNETES_EXECUTOR_LABEL_PREFIX, | ||
| KUBERNETES_EXECUTOR_LABELS, | ||
| "executor label") | ||
| require( | ||
| !executorLabels.contains(SPARK_APP_ID_LABEL), | ||
| s"Custom executor labels cannot contain $SPARK_APP_ID_LABEL as it is reserved for Spark.") | ||
| require( | ||
| !executorLabels.contains(SPARK_EXECUTOR_ID_LABEL), | ||
| s"Custom executor labels cannot contain $SPARK_EXECUTOR_ID_LABEL as it is reserved for" + | ||
| s" Spark.") | ||
|
|
||
| private val executorAnnotations = | ||
| ConfigurationUtils.combinePrefixedKeyValuePairsWithDeprecatedConf( | ||
| sparkConf, | ||
| KUBERNETES_EXECUTOR_ANNOTATION_PREFIX, | ||
| KUBERNETES_EXECUTOR_ANNOTATIONS, | ||
| "executor annotation") | ||
| private val nodeSelector = | ||
| ConfigurationUtils.parsePrefixedKeyValuePairs( | ||
| sparkConf, | ||
| KUBERNETES_NODE_SELECTOR_PREFIX, | ||
| "node selector") | ||
|
|
||
| private val executorDockerImage = sparkConf.get(EXECUTOR_DOCKER_IMAGE) | ||
| private val dockerImagePullPolicy = sparkConf.get(DOCKER_IMAGE_PULL_POLICY) | ||
| private val executorPort = sparkConf.getInt("spark.executor.port", DEFAULT_STATIC_PORT) | ||
| private val blockmanagerPort = sparkConf | ||
| .getInt("spark.blockmanager.port", DEFAULT_BLOCKMANAGER_PORT) | ||
| private val kubernetesDriverPodName = sparkConf | ||
| .get(KUBERNETES_DRIVER_POD_NAME) | ||
| .getOrElse(throw new SparkException("Must specify the driver pod name")) | ||
|
|
||
| private val executorPodNamePrefix = sparkConf.get(KUBERNETES_EXECUTOR_POD_NAME_PREFIX) | ||
|
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| private val executorMemoryMiB = sparkConf.get(org.apache.spark.internal.config.EXECUTOR_MEMORY) | ||
| private val executorMemoryString = sparkConf.get( | ||
| org.apache.spark.internal.config.EXECUTOR_MEMORY.key, | ||
| org.apache.spark.internal.config.EXECUTOR_MEMORY.defaultValueString) | ||
|
|
||
| private val memoryOverheadMiB = sparkConf | ||
| .get(KUBERNETES_EXECUTOR_MEMORY_OVERHEAD) | ||
| .getOrElse(math.max((MEMORY_OVERHEAD_FACTOR * executorMemoryMiB).toInt, | ||
| MEMORY_OVERHEAD_MIN_MIB)) | ||
| private val executorMemoryWithOverhead = executorMemoryMiB + memoryOverheadMiB | ||
|
|
||
| private val executorCores = sparkConf.getDouble("spark.executor.cores", 1d) | ||
| private val executorLimitCores = sparkConf.getOption(KUBERNETES_EXECUTOR_LIMIT_CORES.key) | ||
|
|
||
| override def createExecutorPod( | ||
| executorId: String, | ||
| applicationId: String, | ||
| driverUrl: String, | ||
| executorEnvs: Seq[(String, String)], | ||
| shuffleServiceConfig: Option[ShuffleServiceConfig], | ||
| driverPod: Pod, | ||
| nodeToLocalTaskCount: Map[String, Int]): Pod = { | ||
| val name = s"$executorPodNamePrefix-exec-$executorId" | ||
|
|
||
| // hostname must be no longer than 63 characters, so take the last 63 characters of the pod | ||
| // name as the hostname. This preserves uniqueness since the end of name contains | ||
| // executorId and applicationId | ||
| val hostname = name.substring(Math.max(0, name.length - 63)) | ||
| val resolvedExecutorLabels = Map( | ||
| SPARK_EXECUTOR_ID_LABEL -> executorId, | ||
| SPARK_APP_ID_LABEL -> applicationId, | ||
| SPARK_ROLE_LABEL -> SPARK_POD_EXECUTOR_ROLE) ++ | ||
| executorLabels | ||
| val executorMemoryQuantity = new QuantityBuilder(false) | ||
| .withAmount(s"${executorMemoryMiB}Mi") | ||
| .build() | ||
| val executorMemoryLimitQuantity = new QuantityBuilder(false) | ||
| .withAmount(s"${executorMemoryWithOverhead}Mi") | ||
| .build() | ||
| val executorCpuQuantity = new QuantityBuilder(false) | ||
| .withAmount(executorCores.toString) | ||
| .build() | ||
| val executorExtraClasspathEnv = executorExtraClasspath.map { cp => | ||
| new EnvVarBuilder() | ||
| .withName(ENV_EXECUTOR_EXTRA_CLASSPATH) | ||
| .withValue(cp) | ||
| .build() | ||
| } | ||
| val executorExtraJavaOptionsEnv = sparkConf | ||
| .get(org.apache.spark.internal.config.EXECUTOR_JAVA_OPTIONS) | ||
| .map { opts => | ||
| val delimitedOpts = Utils.splitCommandString(opts) | ||
| delimitedOpts.zipWithIndex.map { | ||
| case (opt, index) => | ||
| new EnvVarBuilder().withName(s"$ENV_JAVA_OPT_PREFIX$index").withValue(opt).build() | ||
| } | ||
| }.getOrElse(Seq.empty[EnvVar]) | ||
| val executorEnv = (Seq( | ||
| (ENV_EXECUTOR_PORT, executorPort.toString), | ||
| (ENV_DRIVER_URL, driverUrl), | ||
| // Executor backend expects integral value for executor cores, so round it up to an int. | ||
| (ENV_EXECUTOR_CORES, math.ceil(executorCores).toInt.toString), | ||
| (ENV_EXECUTOR_MEMORY, executorMemoryString), | ||
| (ENV_APPLICATION_ID, applicationId), | ||
| (ENV_EXECUTOR_ID, executorId), | ||
| (ENV_MOUNTED_CLASSPATH, s"$executorJarsDownloadDir/*")) ++ executorEnvs) | ||
| .map(env => new EnvVarBuilder() | ||
| .withName(env._1) | ||
| .withValue(env._2) | ||
| .build() | ||
| ) ++ Seq( | ||
| new EnvVarBuilder() | ||
| .withName(ENV_EXECUTOR_POD_IP) | ||
| .withValueFrom(new EnvVarSourceBuilder() | ||
| .withNewFieldRef("v1", "status.podIP") | ||
| .build()) | ||
| .build() | ||
| ) ++ executorExtraJavaOptionsEnv ++ executorExtraClasspathEnv.toSeq | ||
| val requiredPorts = Seq( | ||
| (EXECUTOR_PORT_NAME, executorPort), | ||
| (BLOCK_MANAGER_PORT_NAME, blockmanagerPort)) | ||
| .map(port => { | ||
| new ContainerPortBuilder() | ||
| .withName(port._1) | ||
| .withContainerPort(port._2) | ||
| .build() | ||
| }) | ||
|
|
||
| val executorContainer = new ContainerBuilder() | ||
| .withName(s"executor") | ||
| .withImage(executorDockerImage) | ||
| .withImagePullPolicy(dockerImagePullPolicy) | ||
| .withNewResources() | ||
| .addToRequests("memory", executorMemoryQuantity) | ||
| .addToLimits("memory", executorMemoryLimitQuantity) | ||
| .addToRequests("cpu", executorCpuQuantity) | ||
| .endResources() | ||
| .addAllToEnv(executorEnv.asJava) | ||
| .withPorts(requiredPorts.asJava) | ||
| .build() | ||
|
|
||
| val executorPod = new PodBuilder() | ||
| .withNewMetadata() | ||
| .withName(name) | ||
| .withLabels(resolvedExecutorLabels.asJava) | ||
| .withAnnotations(executorAnnotations.asJava) | ||
| .withOwnerReferences() | ||
| .addNewOwnerReference() | ||
| .withController(true) | ||
| .withApiVersion(driverPod.getApiVersion) | ||
| .withKind(driverPod.getKind) | ||
| .withName(driverPod.getMetadata.getName) | ||
| .withUid(driverPod.getMetadata.getUid) | ||
| .endOwnerReference() | ||
| .endMetadata() | ||
| .withNewSpec() | ||
| .withHostname(hostname) | ||
| .withRestartPolicy("Never") | ||
| .withNodeSelector(nodeSelector.asJava) | ||
| .endSpec() | ||
| .build() | ||
|
|
||
| val containerWithExecutorLimitCores = executorLimitCores.map { | ||
| limitCores => | ||
| val executorCpuLimitQuantity = new QuantityBuilder(false) | ||
| .withAmount(limitCores) | ||
| .build() | ||
| new ContainerBuilder(executorContainer) | ||
| .editResources() | ||
| .addToLimits("cpu", executorCpuLimitQuantity) | ||
| .endResources() | ||
| .build() | ||
| }.getOrElse(executorContainer) | ||
|
|
||
| val withMaybeShuffleConfigExecutorContainer = shuffleServiceConfig.map { config => | ||
| config.shuffleDirs.foldLeft(containerWithExecutorLimitCores) { (container, dir) => | ||
| new ContainerBuilder(container) | ||
| .addNewVolumeMount() | ||
| .withName(FilenameUtils.getBaseName(dir)) | ||
| .withMountPath(dir) | ||
| .endVolumeMount() | ||
| .build() | ||
| } | ||
| }.getOrElse(containerWithExecutorLimitCores) | ||
| val withMaybeShuffleConfigPod = shuffleServiceConfig.map { config => | ||
| config.shuffleDirs.foldLeft(executorPod) { (builder, dir) => | ||
| new PodBuilder(builder) | ||
| .editSpec() | ||
| .addNewVolume() | ||
| .withName(FilenameUtils.getBaseName(dir)) | ||
| .withNewHostPath() | ||
| .withPath(dir) | ||
| .endHostPath() | ||
| .endVolume() | ||
| .endSpec() | ||
| .build() | ||
| } | ||
| }.getOrElse(executorPod) | ||
| val (withMaybeSmallFilesMountedPod, withMaybeSmallFilesMountedContainer) = | ||
| mountSmallFilesBootstrap.map { bootstrap => | ||
| bootstrap.mountSmallFilesSecret( | ||
| withMaybeShuffleConfigPod, withMaybeShuffleConfigExecutorContainer) | ||
| }.getOrElse((withMaybeShuffleConfigPod, withMaybeShuffleConfigExecutorContainer)) | ||
| val (executorPodWithInitContainer, initBootstrappedExecutorContainer) = | ||
| executorInitContainerBootstrap.map { bootstrap => | ||
| val podWithDetachedInitContainer = bootstrap.bootstrapInitContainerAndVolumes( | ||
| PodWithDetachedInitContainer( | ||
| withMaybeSmallFilesMountedPod, | ||
| new ContainerBuilder().build(), | ||
| withMaybeSmallFilesMountedContainer)) | ||
|
|
||
| val resolvedInitContainer = executorMountInitContainerSecretPlugin.map { plugin => | ||
| plugin.mountResourceStagingServerSecretIntoInitContainer( | ||
| podWithDetachedInitContainer.initContainer) | ||
| }.getOrElse(podWithDetachedInitContainer.initContainer) | ||
|
|
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| val podWithAttachedInitContainer = InitContainerUtil.appendInitContainer( | ||
| podWithDetachedInitContainer.pod, resolvedInitContainer) | ||
|
|
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| val resolvedPodWithMountedSecret = executorMountInitContainerSecretPlugin.map { plugin => | ||
| plugin.addResourceStagingServerSecretVolumeToPod(podWithAttachedInitContainer) | ||
| }.getOrElse(podWithAttachedInitContainer) | ||
|
|
||
| (resolvedPodWithMountedSecret, podWithDetachedInitContainer.mainContainer) | ||
| }.getOrElse((withMaybeSmallFilesMountedPod, withMaybeSmallFilesMountedContainer)) | ||
|
|
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| val executorPodWithNodeAffinity = | ||
| nodeAffinityExecutorPodModifier.addNodeAffinityAnnotationIfUseful( | ||
| executorPodWithInitContainer, nodeToLocalTaskCount) | ||
| new PodBuilder(executorPodWithNodeAffinity) | ||
| .editSpec() | ||
| .addToContainers(initBootstrappedExecutorContainer) | ||
| .endSpec() | ||
| .build() | ||
| } | ||
| } | ||
|
|
||
| private object ExecutorPodFactoryImpl { | ||
| private val DEFAULT_STATIC_PORT = 10000 | ||
| } | ||
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Ah we lost the indentation here, I'll fix that.
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looks fixed now