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Initial framework for pod construction architecture refactor. #1
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| /* | ||
| * 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 | ||
|
|
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| import io.fabric8.kubernetes.api.model.HasMetadata | ||
|
|
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| private[k8s] case class KuberneteSpec( | ||
| pod: SparkPod, | ||
| additionalDriverKubernetesResources: Seq[HasMetadata], | ||
| podJavaSystemProperties: Map[String, String]) | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,141 @@ | ||
| /* | ||
| * 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 | ||
|
|
||
| import org.apache.spark.{SparkConf, SparkException} | ||
| import org.apache.spark.deploy.k8s.Config._ | ||
| import org.apache.spark.deploy.k8s.Constants._ | ||
| import org.apache.spark.deploy.k8s.submit.MainAppResource | ||
| import org.apache.spark.internal.config.ConfigEntry | ||
|
|
||
| private[k8s] sealed trait KubernetesRoleSpecificConf | ||
| private[k8s] case class KubernetesDriverSpecificConf( | ||
| private val sparkConf: SparkConf, | ||
| mainAppResource: Option[MainAppResource], | ||
| mainClass: String, | ||
| appName: String, | ||
| appArgs: Seq[String]) extends KubernetesRoleSpecificConf { | ||
| def driverAnnotations(): Map[String, String] = { | ||
| val driverCustomAnnotations = KubernetesUtils.parsePrefixedKeyValuePairs( | ||
| sparkConf, KUBERNETES_DRIVER_ANNOTATION_PREFIX) | ||
| require(!driverCustomAnnotations.contains(SPARK_APP_NAME_ANNOTATION), | ||
| s"Annotation with key $SPARK_APP_NAME_ANNOTATION is not allowed as it is reserved for" + | ||
| " Spark bookkeeping operations.") | ||
| driverCustomAnnotations ++ Map(SPARK_APP_NAME_ANNOTATION -> appName) | ||
| } | ||
| } | ||
|
|
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| private[k8s] case object KubernetesExecutorSpecificConf extends KubernetesRoleSpecificConf | ||
|
|
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| private[k8s] class KubernetesConf[T <: KubernetesRoleSpecificConf]( | ||
| private val sparkConf: SparkConf, | ||
| val roleSpecificConf: T, | ||
| val appResourceNamePrefix: String, | ||
| val appId: String) { | ||
|
|
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| def kubernetesAppId(): String = sparkConf | ||
| .getOption("spark.app.id") | ||
| .getOrElse(throw new SparkException("Invalid config state; an app id should always" + | ||
| " be present.")) | ||
|
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| def namespace(): String = sparkConf.get(KUBERNETES_NAMESPACE) | ||
|
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| def sparkJars(): Seq[String] = sparkConf | ||
| .getOption("spark.jars") | ||
| .map(str => str.split(",").toSeq) | ||
| .getOrElse(Seq.empty[String]) | ||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Owner
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Plan is to have the caller inject the main app resource into the
Owner
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Change of plans - see |
||
|
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| def sparkFiles(): Seq[String] = sparkConf | ||
| .getOption("spark.files") | ||
| .map(str => str.split(",").toSeq) | ||
| .getOrElse(Seq.empty[String]) | ||
|
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| def driverLabels(): Map[String, String] = { | ||
| val driverCustomLabels = KubernetesUtils.parsePrefixedKeyValuePairs( | ||
| sparkConf, | ||
| KUBERNETES_DRIVER_LABEL_PREFIX) | ||
| require(!driverCustomLabels.contains(SPARK_APP_ID_LABEL), "Label with key " + | ||
| s"$SPARK_APP_ID_LABEL is not allowed as it is reserved for Spark bookkeeping " + | ||
| "operations.") | ||
| require(!driverCustomLabels.contains(SPARK_ROLE_LABEL), "Label with key " + | ||
| s"$SPARK_ROLE_LABEL is not allowed as it is reserved for Spark bookkeeping " + | ||
| "operations.") | ||
| driverCustomLabels ++ Map( | ||
| SPARK_APP_ID_LABEL -> kubernetesAppId, | ||
| SPARK_ROLE_LABEL -> SPARK_POD_DRIVER_ROLE) | ||
| } | ||
|
|
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| def executorLabels(executorId: String): Map[String, String] = { | ||
| val executorLabels = KubernetesUtils.parsePrefixedKeyValuePairs( | ||
| sparkConf, | ||
| KUBERNETES_EXECUTOR_LABEL_PREFIX) | ||
| 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" + | ||
| " Spark.") | ||
| require( | ||
| !executorLabels.contains(SPARK_ROLE_LABEL), | ||
| s"Custom executor labels cannot contain $SPARK_ROLE_LABEL as it is reserved for Spark.") | ||
| Map( | ||
| SPARK_EXECUTOR_ID_LABEL -> executorId, | ||
| SPARK_APP_ID_LABEL -> kubernetesAppId(), | ||
| SPARK_ROLE_LABEL -> SPARK_POD_EXECUTOR_ROLE) ++ | ||
| executorLabels | ||
| } | ||
|
|
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| def driverCustomEnvs(): Seq[(String, String)] = | ||
| sparkConf.getAllWithPrefix(KUBERNETES_DRIVER_ENV_KEY).toSeq | ||
|
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| def imagePullPolicy(): String = sparkConf.get(CONTAINER_IMAGE_PULL_POLICY) | ||
|
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| def driverSecretNamesToMountPaths(): Map[String, String] = | ||
| KubernetesUtils.parsePrefixedKeyValuePairs(sparkConf, KUBERNETES_DRIVER_SECRETS_PREFIX) | ||
|
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| def executorSecretNamesToMountPaths(): Map[String, String] = | ||
| KubernetesUtils.parsePrefixedKeyValuePairs(sparkConf, KUBERNETES_EXECUTOR_SECRETS_PREFIX) | ||
|
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| def nodeSelector(): Map[String, String] = | ||
| KubernetesUtils.parsePrefixedKeyValuePairs(sparkConf, KUBERNETES_NODE_SELECTOR_PREFIX) | ||
|
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| def getSparkConf(): SparkConf = sparkConf.clone() | ||
|
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| def get[T](config: ConfigEntry[T]): T = sparkConf.get(config) | ||
|
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| def getOption(key: String): Option[String] = sparkConf.getOption(key) | ||
|
|
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| } | ||
|
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| private[k8s] object KubernetesConf { | ||
| def createDriverConf( | ||
| sparkConf: SparkConf, | ||
| appName: String, | ||
| appResourceNamePrefix: String, | ||
| appId: String, | ||
| mainAppResource: Option[MainAppResource], | ||
| mainClass: String, | ||
| appArgs: Array[String]): KubernetesConf[KubernetesDriverSpecificConf] = { | ||
| new KubernetesConf( | ||
| sparkConf, | ||
| KubernetesDriverSpecificConf( | ||
| sparkConf, mainAppResource, appName, mainClass, appArgs), | ||
| appResourceNamePrefix, | ||
| appId) | ||
| } | ||
| } | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,21 @@ | ||
| /* | ||
| * 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 | ||
|
|
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| import io.fabric8.kubernetes.api.model.{Container, Pod} | ||
|
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| private[k8s] case class SparkPod(pod: Pod, container: Container) |
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,150 @@ | ||
| /* | ||
| * 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 | ||
|
|
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| import scala.collection.JavaConverters._ | ||
| import scala.collection.mutable | ||
|
|
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| import io.fabric8.kubernetes.api.model.{ContainerBuilder, EnvVarBuilder, EnvVarSourceBuilder, HasMetadata, PodBuilder, QuantityBuilder} | ||
|
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| import org.apache.spark.SparkException | ||
| import org.apache.spark.deploy.k8s.{KubernetesConf, KubernetesDriverSpecificConf, KubernetesUtils, SparkPod} | ||
| import org.apache.spark.deploy.k8s.Config._ | ||
| import org.apache.spark.deploy.k8s.Constants._ | ||
| import org.apache.spark.internal.config._ | ||
| import org.apache.spark.launcher.SparkLauncher | ||
|
|
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| private[k8s] class BasicDriverFeatureStep( | ||
| kubernetesConf: KubernetesConf[KubernetesDriverSpecificConf]) | ||
| extends KubernetesFeatureConfigStep { | ||
|
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| private val driverPodName = kubernetesConf | ||
| .get(KUBERNETES_DRIVER_POD_NAME) | ||
| .getOrElse(s"${kubernetesConf.appResourceNamePrefix}-driver") | ||
|
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| private val driverExtraClasspath = kubernetesConf.get(DRIVER_CLASS_PATH) | ||
|
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| private val driverContainerImage = kubernetesConf | ||
| .get(DRIVER_CONTAINER_IMAGE) | ||
| .getOrElse(throw new SparkException("Must specify the driver container image")) | ||
|
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| // CPU settings | ||
| private val driverCpuCores = kubernetesConf.getOption("spark.driver.cores").getOrElse("1") | ||
| private val driverLimitCores = kubernetesConf.get(KUBERNETES_DRIVER_LIMIT_CORES) | ||
|
|
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| // Memory settings | ||
| private val driverMemoryMiB = kubernetesConf.get(DRIVER_MEMORY) | ||
| private val memoryOverheadMiB = kubernetesConf | ||
| .get(DRIVER_MEMORY_OVERHEAD) | ||
| .getOrElse(math.max((MEMORY_OVERHEAD_FACTOR * driverMemoryMiB).toInt, MEMORY_OVERHEAD_MIN_MIB)) | ||
| private val driverMemoryWithOverheadMiB = driverMemoryMiB + memoryOverheadMiB | ||
|
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| override def configurePod(pod: SparkPod): SparkPod = { | ||
| val driverExtraClasspathEnv = driverExtraClasspath.map { classPath => | ||
| new EnvVarBuilder() | ||
| .withName(ENV_CLASSPATH) | ||
| .withValue(classPath) | ||
| .build() | ||
| } | ||
|
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| val driverCustomEnvs = kubernetesConf.driverCustomEnvs() | ||
| .map { env => | ||
| new EnvVarBuilder() | ||
| .withName(env._1) | ||
| .withValue(env._2) | ||
| .build() | ||
| } | ||
|
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| val driverCpuQuantity = new QuantityBuilder(false) | ||
| .withAmount(driverCpuCores) | ||
| .build() | ||
| val driverMemoryQuantity = new QuantityBuilder(false) | ||
| .withAmount(s"${driverMemoryMiB}Mi") | ||
| .build() | ||
| val driverMemoryLimitQuantity = new QuantityBuilder(false) | ||
| .withAmount(s"${driverMemoryWithOverheadMiB}Mi") | ||
| .build() | ||
| val maybeCpuLimitQuantity = driverLimitCores.map { limitCores => | ||
| ("cpu", new QuantityBuilder(false).withAmount(limitCores).build()) | ||
| } | ||
|
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| val driverContainerWithoutArgs = new ContainerBuilder(pod.container) | ||
| .withName(DRIVER_CONTAINER_NAME) | ||
| .withImage(driverContainerImage) | ||
| .withImagePullPolicy(kubernetesConf.imagePullPolicy()) | ||
| .addAllToEnv(driverCustomEnvs.asJava) | ||
| .addToEnv(driverExtraClasspathEnv.toSeq: _*) | ||
| .addNewEnv() | ||
| .withName(ENV_DRIVER_BIND_ADDRESS) | ||
| .withValueFrom(new EnvVarSourceBuilder() | ||
| .withNewFieldRef("v1", "status.podIP") | ||
| .build()) | ||
| .endEnv() | ||
| .withNewResources() | ||
| .addToRequests("cpu", driverCpuQuantity) | ||
| .addToRequests("memory", driverMemoryQuantity) | ||
| .addToLimits("memory", driverMemoryLimitQuantity) | ||
| .addToLimits(maybeCpuLimitQuantity.toMap.asJava) | ||
| .endResources() | ||
| .addToArgs("driver") | ||
| .addToArgs("--properties-file", SPARK_CONF_PATH) | ||
| .addToArgs("--class", kubernetesConf.roleSpecificConf.mainClass) | ||
| // The user application jar is merged into the spark.jars list and managed through that | ||
| // property, so there is no need to reference it explicitly here. | ||
| .addToArgs(SparkLauncher.NO_RESOURCE) | ||
|
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| val driverContainer = kubernetesConf.roleSpecificConf.appArgs.toList match { | ||
| case "" :: Nil | Nil => driverContainerWithoutArgs.build() | ||
| case resolvedAppArgs => driverContainerWithoutArgs.addToArgs(resolvedAppArgs: _*).build() | ||
| } | ||
|
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| val driverPod = new PodBuilder(pod.pod) | ||
| .editOrNewMetadata() | ||
| .withName(driverPodName) | ||
| .addToLabels(kubernetesConf.driverLabels().asJava) | ||
| .addToAnnotations(kubernetesConf.roleSpecificConf.driverAnnotations().asJava) | ||
| .endMetadata() | ||
| .withNewSpec() | ||
| .withRestartPolicy("Never") | ||
| .withNodeSelector(kubernetesConf.nodeSelector().asJava) | ||
| .endSpec() | ||
| .build() | ||
| SparkPod(driverPod, driverContainer) | ||
| } | ||
|
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| override def getAdditionalPodSystemProperties(): Map[String, String] = { | ||
| val additionalProps = mutable.Map( | ||
| KUBERNETES_DRIVER_POD_NAME.key -> driverPodName, | ||
| "spark.app.id" -> kubernetesConf.appId, | ||
| KUBERNETES_EXECUTOR_POD_NAME_PREFIX.key -> kubernetesConf.appResourceNamePrefix, | ||
| KUBERNETES_DRIVER_SUBMIT_CHECK.key -> "true") | ||
|
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| val resolvedSparkJars = KubernetesUtils.resolveFileUrisAndPath( | ||
| kubernetesConf.sparkJars()) | ||
| val resolvedSparkFiles = KubernetesUtils.resolveFileUrisAndPath( | ||
| kubernetesConf.sparkFiles()) | ||
| if (resolvedSparkJars.nonEmpty) { | ||
| additionalProps.put("spark.jars", resolvedSparkJars.mkString(",")) | ||
| } | ||
| if (resolvedSparkFiles.nonEmpty) { | ||
| additionalProps.put("spark.files", resolvedSparkFiles.mkString(",")) | ||
| } | ||
| additionalProps.toMap | ||
| } | ||
|
|
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| override def getAdditionalKubernetesResources(): Seq[HasMetadata] = Seq.empty | ||
| } |
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NIT:
KubernetesSpecimo