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Add unit-testing for executorpodfactory (#491)
* Unit test for executorpodfactory * Fix test * Indentation fix * Fix isEmpty and split between lines * Address issues with multi-line code fragments * Replace == with === * mock shuffleManager * .kubernetes. => .k8s. * move to k8s subdir * fix package clause to k8s * mock nodeAffinityExecutorPodModifier * remove commented code * move when clause to before{} block * mock initContainerBootstrap, smallFiles * insert actual logic into smallFiles mock * verify application of nodeAffinityExecutorPodModifier * avoid cumulative invocation * Fixed env-var check to include values, removed mock for small files
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.../core/src/test/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodFactorySuite.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.k8s | ||
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import scala.collection.JavaConverters._ | ||
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import io.fabric8.kubernetes.api.model.{Pod, VolumeBuilder, VolumeMountBuilder, _} | ||
import io.fabric8.kubernetes.client.KubernetesClient | ||
import org.apache.commons.io.FilenameUtils | ||
import org.mockito.{AdditionalAnswers, MockitoAnnotations} | ||
import org.mockito.Matchers.{any, eq => mockitoEq} | ||
import org.mockito.Mockito._ | ||
import org.mockito.invocation.InvocationOnMock | ||
import org.mockito.stubbing.Answer | ||
import org.scalatest.{BeforeAndAfter, BeforeAndAfterEach} | ||
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import org.apache.spark.{SparkConf, SparkFunSuite} | ||
import org.apache.spark.deploy.k8s.{constants, PodWithDetachedInitContainer, SparkPodInitContainerBootstrap} | ||
import org.apache.spark.deploy.k8s.config._ | ||
import org.apache.spark.deploy.k8s.submit.{MountSecretsBootstrapImpl, MountSmallFilesBootstrap, MountSmallFilesBootstrapImpl} | ||
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class ExecutorPodFactorySuite extends SparkFunSuite with BeforeAndAfter with BeforeAndAfterEach { | ||
private val driverPodName: String = "driver-pod" | ||
private val driverPodUid: String = "driver-uid" | ||
private val driverUrl: String = "driver-url" | ||
private val executorPrefix: String = "base" | ||
private val executorImage: String = "executor-image" | ||
private val driverPod = new PodBuilder() | ||
.withNewMetadata() | ||
.withName(driverPodName) | ||
.withUid(driverPodUid) | ||
.endMetadata() | ||
.withNewSpec() | ||
.withNodeName("some-node") | ||
.endSpec() | ||
.withNewStatus() | ||
.withHostIP("192.168.99.100") | ||
.endStatus() | ||
.build() | ||
private var baseConf: SparkConf = _ | ||
private val nodeAffinityExecutorPodModifier = mock(classOf[NodeAffinityExecutorPodModifier]) | ||
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before { | ||
MockitoAnnotations.initMocks(this) | ||
baseConf = new SparkConf() | ||
.set(KUBERNETES_DRIVER_POD_NAME, driverPodName) | ||
.set(KUBERNETES_EXECUTOR_POD_NAME_PREFIX, executorPrefix) | ||
.set(EXECUTOR_DOCKER_IMAGE, executorImage) | ||
} | ||
private var kubernetesClient: KubernetesClient = _ | ||
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override def beforeEach(cmap: org.scalatest.ConfigMap) { | ||
reset(nodeAffinityExecutorPodModifier) | ||
when(nodeAffinityExecutorPodModifier.addNodeAffinityAnnotationIfUseful( | ||
any(classOf[Pod]), | ||
any(classOf[Map[String, Int]]))).thenAnswer(AdditionalAnswers.returnsFirstArg()) | ||
} | ||
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test("basic executor pod has reasonable defaults") { | ||
val factory = new ExecutorPodFactoryImpl( | ||
baseConf, | ||
nodeAffinityExecutorPodModifier, | ||
None, | ||
None, | ||
None, | ||
None, | ||
None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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// The executor pod name and default labels. | ||
assert(executor.getMetadata.getName === s"$executorPrefix-exec-1") | ||
assert(executor.getMetadata.getLabels.size() === 3) | ||
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// There is exactly 1 container with no volume mounts and default memory limits. | ||
// Default memory limit is 1024M + 384M (minimum overhead constant). | ||
assert(executor.getSpec.getContainers.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getImage === executorImage) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.isEmpty) | ||
assert(executor.getSpec.getContainers.get(0).getResources.getLimits.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getResources | ||
.getLimits.get("memory").getAmount === "1408Mi") | ||
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// The pod has no node selector, volumes. | ||
assert(executor.getSpec.getNodeSelector.isEmpty) | ||
assert(executor.getSpec.getVolumes.isEmpty) | ||
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checkEnv(executor, Map()) | ||
checkOwnerReferences(executor, driverPodUid) | ||
} | ||
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test("executor pod hostnames get truncated to 63 characters") { | ||
val conf = baseConf.clone() | ||
conf.set(KUBERNETES_EXECUTOR_POD_NAME_PREFIX, | ||
"loremipsumdolorsitametvimatelitrefficiendisuscipianturvixlegeresple") | ||
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val factory = new ExecutorPodFactoryImpl( | ||
conf, nodeAffinityExecutorPodModifier, None, None, None, None, None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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assert(executor.getSpec.getHostname.length === 63) | ||
} | ||
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test("secrets get mounted") { | ||
val conf = baseConf.clone() | ||
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val secretsBootstrap = new MountSecretsBootstrapImpl(Map("secret1" -> "/var/secret1")) | ||
val factory = new ExecutorPodFactoryImpl( | ||
conf, | ||
nodeAffinityExecutorPodModifier, | ||
Some(secretsBootstrap), | ||
None, | ||
None, | ||
None, | ||
None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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assert(executor.getSpec.getContainers.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0).getName | ||
=== "secret1-volume") | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0) | ||
.getMountPath === "/var/secret1") | ||
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// check volume mounted. | ||
assert(executor.getSpec.getVolumes.size() === 1) | ||
assert(executor.getSpec.getVolumes.get(0).getSecret.getSecretName === "secret1") | ||
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checkOwnerReferences(executor, driverPodUid) | ||
} | ||
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test("init-container bootstrap step adds an init container") { | ||
val conf = baseConf.clone() | ||
val initContainerBootstrap = mock(classOf[SparkPodInitContainerBootstrap]) | ||
when(initContainerBootstrap.bootstrapInitContainerAndVolumes( | ||
any(classOf[PodWithDetachedInitContainer]))).thenAnswer(AdditionalAnswers.returnsFirstArg()) | ||
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val factory = new ExecutorPodFactoryImpl( | ||
conf, | ||
nodeAffinityExecutorPodModifier, | ||
None, | ||
None, | ||
Some(initContainerBootstrap), | ||
None, | ||
None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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assert(executor.getMetadata.getAnnotations.size() === 1) | ||
assert(executor.getMetadata.getAnnotations.containsKey(constants.INIT_CONTAINER_ANNOTATION)) | ||
checkOwnerReferences(executor, driverPodUid) | ||
} | ||
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test("the shuffle-service adds a volume mount") { | ||
val conf = baseConf.clone() | ||
conf.set(KUBERNETES_SHUFFLE_LABELS, "label=value") | ||
conf.set(KUBERNETES_SHUFFLE_NAMESPACE, "default") | ||
conf.set(KUBERNETES_SHUFFLE_DIR, "/tmp") | ||
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val shuffleManager = mock(classOf[KubernetesExternalShuffleManager]) | ||
when(shuffleManager.getExecutorShuffleDirVolumesWithMounts).thenReturn({ | ||
val shuffleDirs = Seq("/tmp") | ||
shuffleDirs.zipWithIndex.map { case (shuffleDir, shuffleDirIndex) => | ||
val volumeName = s"$shuffleDirIndex-${FilenameUtils.getBaseName(shuffleDir)}" | ||
val volume = new VolumeBuilder() | ||
.withName(volumeName) | ||
.withNewHostPath(shuffleDir) | ||
.build() | ||
val volumeMount = new VolumeMountBuilder() | ||
.withName(volumeName) | ||
.withMountPath(shuffleDir) | ||
.build() | ||
(volume, volumeMount) | ||
} | ||
}) | ||
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val factory = new ExecutorPodFactoryImpl( | ||
conf, | ||
nodeAffinityExecutorPodModifier, | ||
None, | ||
None, | ||
None, | ||
None, | ||
Some(shuffleManager)) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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assert(executor.getSpec.getContainers.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0).getName === "0-tmp") | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0) | ||
.getMountPath === "/tmp") | ||
checkOwnerReferences(executor, driverPodUid) | ||
} | ||
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test("Small-files add a secret & secret volume mount to the container") { | ||
val conf = baseConf.clone() | ||
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val smallFiles = new MountSmallFilesBootstrapImpl("secret1", "/var/secret1") | ||
val factory = new ExecutorPodFactoryImpl( | ||
conf, | ||
nodeAffinityExecutorPodModifier, | ||
None, | ||
Some(smallFiles), | ||
None, | ||
None, | ||
None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)](), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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assert(executor.getSpec.getContainers.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0) | ||
.getName === "submitted-files") | ||
assert(executor.getSpec.getContainers.get(0).getVolumeMounts.get(0) | ||
.getMountPath === "/var/secret1") | ||
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assert(executor.getSpec.getVolumes.size() === 1) | ||
assert(executor.getSpec.getVolumes.get(0).getSecret.getSecretName === "secret1") | ||
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checkOwnerReferences(executor, driverPodUid) | ||
checkEnv(executor, Map("SPARK_MOUNTED_FILES_FROM_SECRET_DIR" -> "/var/secret1")) | ||
} | ||
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test("classpath and extra java options get translated into environment variables") { | ||
val conf = baseConf.clone() | ||
conf.set(org.apache.spark.internal.config.EXECUTOR_JAVA_OPTIONS, "foo=bar") | ||
conf.set(org.apache.spark.internal.config.EXECUTOR_CLASS_PATH, "bar=baz") | ||
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val factory = new ExecutorPodFactoryImpl( | ||
conf, nodeAffinityExecutorPodModifier, None, None, None, None, None) | ||
val executor = factory.createExecutorPod( | ||
"1", "dummy", "dummy", Seq[(String, String)]("qux" -> "quux"), driverPod, Map[String, Int]()) | ||
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verify(nodeAffinityExecutorPodModifier, times(1)) | ||
.addNodeAffinityAnnotationIfUseful(any(classOf[Pod]), any(classOf[Map[String, Int]])) | ||
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checkEnv(executor, | ||
Map("SPARK_JAVA_OPT_0" -> "foo=bar", | ||
"SPARK_EXECUTOR_EXTRA_CLASSPATH" -> "bar=baz", | ||
"qux" -> "quux")) | ||
checkOwnerReferences(executor, driverPodUid) | ||
} | ||
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// There is always exactly one controller reference, and it points to the driver pod. | ||
private def checkOwnerReferences(executor: Pod, driverPodUid: String): Unit = { | ||
assert(executor.getMetadata.getOwnerReferences.size() === 1) | ||
assert(executor.getMetadata.getOwnerReferences.get(0).getUid === driverPodUid) | ||
assert(executor.getMetadata.getOwnerReferences.get(0).getController === true) | ||
} | ||
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// Check that the expected environment variables are present. | ||
private def checkEnv(executor: Pod, additionalEnvVars: Map[String, String]): Unit = { | ||
val defaultEnvs = Map( | ||
constants.ENV_EXECUTOR_ID -> "1", | ||
constants.ENV_DRIVER_URL -> "dummy", | ||
constants.ENV_EXECUTOR_CORES -> "1", | ||
constants.ENV_EXECUTOR_MEMORY -> "1g", | ||
constants.ENV_APPLICATION_ID -> "dummy", | ||
constants.ENV_MOUNTED_CLASSPATH -> "/var/spark-data/spark-jars/*", | ||
constants.ENV_EXECUTOR_POD_IP -> null, | ||
constants.ENV_EXECUTOR_PORT -> "10000") ++ additionalEnvVars | ||
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assert(executor.getSpec.getContainers.size() === 1) | ||
assert(executor.getSpec.getContainers.get(0).getEnv().size() === defaultEnvs.size) | ||
val mapEnvs = executor.getSpec.getContainers.get(0).getEnv.asScala.map { | ||
x => (x.getName, x.getValue) | ||
}.toMap | ||
assert(defaultEnvs === mapEnvs) | ||
} | ||
} |