[SPARK-26420][K8S] Generate more unique IDs when creating k8s resource names.
Using the current time as an ID is more prone to clashes than people generally realize, so try to make things a bit more unique without necessarily using a UUID, which would eat too much space in the names otherwise. The implemented approach uses some bits from the current time, plus some random bits, which should be more resistant to clashes. Closes #23805 from vanzin/SPARK-26420. Authored-by: Marcelo Vanzin <vanzin@cloudera.com> Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
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@ -190,8 +190,8 @@ private[spark] object KubernetesConf {
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}
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def getResourceNamePrefix(appName: String): String = {
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val launchTime = System.currentTimeMillis()
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s"$appName-$launchTime"
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val id = KubernetesUtils.uniqueID()
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s"$appName-$id"
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.trim
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.toLowerCase(Locale.ROOT)
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.replaceAll("\\s+", "-")
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@ -17,18 +17,23 @@
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package org.apache.spark.deploy.k8s
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import java.io.File
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import java.security.SecureRandom
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import scala.collection.JavaConverters._
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import io.fabric8.kubernetes.api.model.{Container, ContainerBuilder, ContainerStateRunning, ContainerStateTerminated, ContainerStateWaiting, ContainerStatus, Pod, PodBuilder}
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import io.fabric8.kubernetes.client.KubernetesClient
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import org.apache.commons.codec.binary.Hex
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import org.apache.spark.{SparkConf, SparkException}
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import org.apache.spark.internal.Logging
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import org.apache.spark.util.Utils
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import org.apache.spark.util.{Clock, SystemClock, Utils}
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private[spark] object KubernetesUtils extends Logging {
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private val systemClock = new SystemClock()
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private lazy val RNG = new SecureRandom()
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/**
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* Extract and parse Spark configuration properties with a given name prefix and
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* return the result as a Map. Keys must not have more than one value.
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@ -185,4 +190,23 @@ private[spark] object KubernetesUtils extends Logging {
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def formatTime(time: String): String = {
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if (time != null) time else "N/A"
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}
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/**
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* Generates a unique ID to be used as part of identifiers. The returned ID is a hex string
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* of a 64-bit value containing the 40 LSBs from the current time + 24 random bits from a
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* cryptographically strong RNG. (40 bits gives about 30 years worth of "unique" timestamps.)
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*
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* This avoids using a UUID for uniqueness (too long), and relying solely on the current time
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* (not unique enough).
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*/
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def uniqueID(clock: Clock = systemClock): String = {
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val random = new Array[Byte](3)
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synchronized {
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RNG.nextBytes(random)
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}
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val time = java.lang.Long.toHexString(clock.getTimeMillis() & 0xFFFFFFFFFFL)
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Hex.encodeHexString(random) + time
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}
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}
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@ -20,14 +20,14 @@ import scala.collection.JavaConverters._
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import io.fabric8.kubernetes.api.model.{HasMetadata, ServiceBuilder}
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import org.apache.spark.deploy.k8s.{KubernetesDriverConf, SparkPod}
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import org.apache.spark.deploy.k8s.{KubernetesDriverConf, KubernetesUtils, SparkPod}
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import org.apache.spark.deploy.k8s.Constants._
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import org.apache.spark.internal.{config, Logging}
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import org.apache.spark.util.{Clock, SystemClock}
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private[spark] class DriverServiceFeatureStep(
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kubernetesConf: KubernetesDriverConf,
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clock: Clock = new SystemClock)
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clock: Clock = new SystemClock())
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extends KubernetesFeatureConfigStep with Logging {
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import DriverServiceFeatureStep._
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@ -42,7 +42,7 @@ private[spark] class DriverServiceFeatureStep(
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private val resolvedServiceName = if (preferredServiceName.length <= MAX_SERVICE_NAME_LENGTH) {
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preferredServiceName
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} else {
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val randomServiceId = clock.getTimeMillis()
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val randomServiceId = KubernetesUtils.uniqueID(clock = clock)
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val shorterServiceName = s"spark-$randomServiceId$DRIVER_SVC_POSTFIX"
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logWarning(s"Driver's hostname would preferably be $preferredServiceName, but this is " +
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s"too long (must be <= $MAX_SERVICE_NAME_LENGTH characters). Falling back to use " +
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@ -18,6 +18,7 @@ package org.apache.spark.deploy.k8s.features
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import scala.collection.JavaConverters._
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import com.google.common.net.InternetDomainName
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import io.fabric8.kubernetes.api.model.Service
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import org.apache.spark.{SparkConf, SparkFunSuite}
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@ -71,7 +72,7 @@ class DriverServiceFeatureStepSuite extends SparkFunSuite {
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val expectedServiceName = kconf.resourceNamePrefix + DriverServiceFeatureStep.DRIVER_SVC_POSTFIX
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val expectedHostName = s"$expectedServiceName.my-namespace.svc"
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val additionalProps = configurationStep.getAdditionalPodSystemProperties()
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verifySparkConfHostNames(additionalProps, expectedHostName)
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assert(additionalProps(DRIVER_HOST_ADDRESS.key) === expectedHostName)
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}
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test("Ports should resolve to defaults in SparkConf and in the service.") {
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@ -91,26 +92,37 @@ class DriverServiceFeatureStepSuite extends SparkFunSuite {
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assert(additionalProps(DRIVER_BLOCK_MANAGER_PORT.key) === DEFAULT_BLOCKMANAGER_PORT.toString)
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}
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test("Long prefixes should switch to using a generated name.") {
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val clock = new ManualClock()
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clock.setTime(10000)
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test("Long prefixes should switch to using a generated unique name.") {
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val sparkConf = new SparkConf(false)
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.set(KUBERNETES_NAMESPACE, "my-namespace")
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val configurationStep = new DriverServiceFeatureStep(
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KubernetesTestConf.createDriverConf(
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sparkConf = sparkConf,
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resourceNamePrefix = Some(LONG_RESOURCE_NAME_PREFIX),
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labels = DRIVER_LABELS),
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clock)
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val driverService = configurationStep
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.getAdditionalKubernetesResources()
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.head
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.asInstanceOf[Service]
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val expectedServiceName = s"spark-10000${DriverServiceFeatureStep.DRIVER_SVC_POSTFIX}"
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assert(driverService.getMetadata.getName === expectedServiceName)
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val expectedHostName = s"$expectedServiceName.my-namespace.svc"
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val additionalProps = configurationStep.getAdditionalPodSystemProperties()
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verifySparkConfHostNames(additionalProps, expectedHostName)
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val kconf = KubernetesTestConf.createDriverConf(
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sparkConf = sparkConf,
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resourceNamePrefix = Some(LONG_RESOURCE_NAME_PREFIX),
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labels = DRIVER_LABELS)
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val clock = new ManualClock()
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// Ensure that multiple services created at the same time generate unique names.
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val services = (1 to 10).map { _ =>
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val configurationStep = new DriverServiceFeatureStep(kconf, clock = clock)
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val serviceName = configurationStep
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.getAdditionalKubernetesResources()
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.head
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.asInstanceOf[Service]
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.getMetadata
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.getName
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val hostAddress = configurationStep
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.getAdditionalPodSystemProperties()(DRIVER_HOST_ADDRESS.key)
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(serviceName -> hostAddress)
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}.toMap
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assert(services.size === 10)
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services.foreach { case (name, address) =>
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assert(!name.startsWith(kconf.resourceNamePrefix))
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assert(!address.startsWith(kconf.resourceNamePrefix))
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assert(InternetDomainName.isValid(address))
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}
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}
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test("Disallow bind address and driver host to be set explicitly.") {
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@ -156,10 +168,4 @@ class DriverServiceFeatureStepSuite extends SparkFunSuite {
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assert(driverServicePorts(1).getPort.intValue() === blockManagerPort)
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assert(driverServicePorts(1).getTargetPort.getIntVal === blockManagerPort)
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}
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private def verifySparkConfHostNames(
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driverSparkConf: Map[String, String], expectedHostName: String): Unit = {
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assert(driverSparkConf(
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org.apache.spark.internal.config.DRIVER_HOST_ADDRESS.key) === expectedHostName)
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}
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}
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