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Spark on Kubernetes - basic scheduler backend
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
~ 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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-parent_2.11</artifactId> | ||
<version>2.3.0-SNAPSHOT</version> | ||
<relativePath>../../../pom.xml</relativePath> | ||
</parent> | ||
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<artifactId>spark-kubernetes_2.11</artifactId> | ||
<packaging>jar</packaging> | ||
<name>Spark Project Kubernetes</name> | ||
<properties> | ||
<sbt.project.name>kubernetes</sbt.project.name> | ||
<kubernetes.client.version>2.2.13</kubernetes.client.version> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-core_${scala.binary.version}</artifactId> | ||
<version>${project.version}</version> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-core_${scala.binary.version}</artifactId> | ||
<version>${project.version}</version> | ||
<type>test-jar</type> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>io.fabric8</groupId> | ||
<artifactId>kubernetes-client</artifactId> | ||
<version>${kubernetes.client.version}</version> | ||
<exclusions> | ||
<exclusion> | ||
<groupId>com.fasterxml.jackson.core</groupId> | ||
<artifactId>jackson-core</artifactId> | ||
</exclusion> | ||
<exclusion> | ||
<groupId>com.fasterxml.jackson.core</groupId> | ||
<artifactId>jackson-databind</artifactId> | ||
</exclusion> | ||
<exclusion> | ||
<groupId>com.fasterxml.jackson.core</groupId> | ||
<artifactId>jackson-annotations</artifactId> | ||
</exclusion> | ||
<exclusion> | ||
<groupId>com.fasterxml.jackson.dataformat</groupId> | ||
<artifactId>jackson-dataformat-yaml</artifactId> | ||
</exclusion> | ||
</exclusions> | ||
</dependency> | ||
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<!-- Required by kubernetes-client but we exclude it --> | ||
<dependency> | ||
<groupId>com.fasterxml.jackson.dataformat</groupId> | ||
<artifactId>jackson-dataformat-yaml</artifactId> | ||
<version>${fasterxml.jackson.version}</version> | ||
</dependency> | ||
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<!-- Explicitly depend on shaded dependencies from the parent, since shaded deps aren't transitive --> | ||
<dependency> | ||
<groupId>com.google.guava</groupId> | ||
<artifactId>guava</artifactId> | ||
</dependency> | ||
<!-- End of shaded deps. --> | ||
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<dependency> | ||
<groupId>org.mockito</groupId> | ||
<artifactId>mockito-core</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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<build> | ||
<outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory> | ||
<testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory> | ||
</build> | ||
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</project> |
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37
...agers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/ConfigurationUtils.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. | ||
*/ | ||
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package org.apache.spark.deploy.k8s | ||
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import org.apache.spark.{SparkConf, SparkException} | ||
import org.apache.spark.internal.Logging | ||
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private[spark] object ConfigurationUtils extends Logging { | ||
def parsePrefixedKeyValuePairs( | ||
sparkConf: SparkConf, | ||
prefix: String, | ||
configType: String): Map[String, String] = { | ||
val fromPrefix = sparkConf.getAllWithPrefix(prefix) | ||
fromPrefix.groupBy(_._1).foreach { | ||
case (key, values) => | ||
require(values.size == 1, | ||
s"Cannot have multiple values for a given $configType key, got key $key with" + | ||
s" values $values") | ||
} | ||
fromPrefix.toMap | ||
} | ||
} |
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40
...agers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/OptionRequirements.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.deploy.k8s | ||
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private[spark] object OptionRequirements { | ||
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def requireBothOrNeitherDefined( | ||
opt1: Option[_], | ||
opt2: Option[_], | ||
errMessageWhenFirstIsMissing: String, | ||
errMessageWhenSecondIsMissing: String): Unit = { | ||
requireSecondIfFirstIsDefined(opt1, opt2, errMessageWhenSecondIsMissing) | ||
requireSecondIfFirstIsDefined(opt2, opt1, errMessageWhenFirstIsMissing) | ||
} | ||
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def requireSecondIfFirstIsDefined( | ||
opt1: Option[_], opt2: Option[_], errMessageWhenSecondIsMissing: String): Unit = { | ||
opt1.foreach { _ => | ||
require(opt2.isDefined, errMessageWhenSecondIsMissing) | ||
} | ||
} | ||
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def requireNandDefined(opt1: Option[_], opt2: Option[_], errMessage: String): Unit = { | ||
opt1.foreach { _ => require(opt2.isEmpty, errMessage) } | ||
} | ||
} |
103 changes: 103 additions & 0 deletions
103
...rnetes/core/src/main/scala/org/apache/spark/deploy/k8s/SparkKubernetesClientFactory.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.deploy.k8s | ||
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import java.io.File | ||
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import com.google.common.base.Charsets | ||
import com.google.common.io.Files | ||
import io.fabric8.kubernetes.client.{Config, ConfigBuilder, DefaultKubernetesClient, KubernetesClient} | ||
import io.fabric8.kubernetes.client.utils.HttpClientUtils | ||
import okhttp3.Dispatcher | ||
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import org.apache.spark.SparkConf | ||
import org.apache.spark.deploy.k8s.config._ | ||
import org.apache.spark.util.ThreadUtils | ||
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/** | ||
* Spark-opinionated builder for Kubernetes clients. It uses a prefix plus common suffixes to | ||
* parse configuration keys, similar to the manner in which Spark's SecurityManager parses SSL | ||
* options for different components. | ||
*/ | ||
private[spark] object SparkKubernetesClientFactory { | ||
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def createKubernetesClient( | ||
master: String, | ||
namespace: Option[String], | ||
kubernetesAuthConfPrefix: String, | ||
sparkConf: SparkConf, | ||
maybeServiceAccountToken: Option[File], | ||
maybeServiceAccountCaCert: Option[File]): KubernetesClient = { | ||
val oauthTokenFileConf = s"$kubernetesAuthConfPrefix.$OAUTH_TOKEN_FILE_CONF_SUFFIX" | ||
val oauthTokenConf = s"$kubernetesAuthConfPrefix.$OAUTH_TOKEN_CONF_SUFFIX" | ||
val oauthTokenFile = sparkConf.getOption(oauthTokenFileConf) | ||
.map(new File(_)) | ||
.orElse(maybeServiceAccountToken) | ||
val oauthTokenValue = sparkConf.getOption(oauthTokenConf) | ||
OptionRequirements.requireNandDefined( | ||
oauthTokenFile, | ||
oauthTokenValue, | ||
s"Cannot specify OAuth token through both a file $oauthTokenFileConf and a" + | ||
s" value $oauthTokenConf.") | ||
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val caCertFile = sparkConf | ||
.getOption(s"$kubernetesAuthConfPrefix.$CA_CERT_FILE_CONF_SUFFIX") | ||
.orElse(maybeServiceAccountCaCert.map(_.getAbsolutePath)) | ||
val clientKeyFile = sparkConf | ||
.getOption(s"$kubernetesAuthConfPrefix.$CLIENT_KEY_FILE_CONF_SUFFIX") | ||
val clientCertFile = sparkConf | ||
.getOption(s"$kubernetesAuthConfPrefix.$CLIENT_CERT_FILE_CONF_SUFFIX") | ||
val dispatcher = new Dispatcher( | ||
ThreadUtils.newDaemonCachedThreadPool("kubernetes-dispatcher")) | ||
val config = new ConfigBuilder() | ||
.withApiVersion("v1") | ||
.withMasterUrl(master) | ||
.withWebsocketPingInterval(0) | ||
.withOption(oauthTokenValue) { | ||
(token, configBuilder) => configBuilder.withOauthToken(token) | ||
}.withOption(oauthTokenFile) { | ||
(file, configBuilder) => | ||
configBuilder.withOauthToken(Files.toString(file, Charsets.UTF_8)) | ||
}.withOption(caCertFile) { | ||
(file, configBuilder) => configBuilder.withCaCertFile(file) | ||
}.withOption(clientKeyFile) { | ||
(file, configBuilder) => configBuilder.withClientKeyFile(file) | ||
}.withOption(clientCertFile) { | ||
(file, configBuilder) => configBuilder.withClientCertFile(file) | ||
}.withOption(namespace) { | ||
(ns, configBuilder) => configBuilder.withNamespace(ns) | ||
}.build() | ||
val baseHttpClient = HttpClientUtils.createHttpClient(config) | ||
val httpClientWithCustomDispatcher = baseHttpClient.newBuilder() | ||
.dispatcher(dispatcher) | ||
.build() | ||
new DefaultKubernetesClient(httpClientWithCustomDispatcher, config) | ||
} | ||
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private implicit class OptionConfigurableConfigBuilder(configBuilder: ConfigBuilder) { | ||
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def withOption[T] | ||
(option: Option[T]) | ||
(configurator: ((T, ConfigBuilder) => ConfigBuilder)): OptionConfigurableConfigBuilder = { | ||
new OptionConfigurableConfigBuilder(option.map { opt => | ||
configurator(opt, configBuilder) | ||
}.getOrElse(configBuilder)) | ||
} | ||
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def build(): Config = configBuilder.build() | ||
} | ||
} |
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