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[BEAM-8471] Flink native job submission for portable pipelines #9872
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257 changes: 257 additions & 0 deletions
257
runners/flink/src/main/java/org/apache/beam/runners/flink/FlinkPortableClientEntryPoint.java
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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.beam.runners.flink; | ||
|
|
||
| import java.io.File; | ||
| import java.nio.charset.Charset; | ||
| import java.nio.file.Files; | ||
| import java.time.Duration; | ||
| import java.util.Arrays; | ||
| import java.util.List; | ||
| import java.util.concurrent.CountDownLatch; | ||
| import java.util.concurrent.TimeUnit; | ||
| import java.util.concurrent.TimeoutException; | ||
| import org.apache.beam.model.pipeline.v1.RunnerApi; | ||
| import org.apache.beam.runners.fnexecution.environment.ProcessManager; | ||
| import org.apache.beam.runners.fnexecution.jobsubmission.JobInvocation; | ||
| import org.apache.beam.runners.fnexecution.jobsubmission.JobInvoker; | ||
| import org.apache.beam.runners.fnexecution.jobsubmission.PortablePipelineResult; | ||
| import org.apache.beam.runners.fnexecution.jobsubmission.PortablePipelineRunner; | ||
| import org.apache.beam.runners.fnexecution.provisioning.JobInfo; | ||
| import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions; | ||
| import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; | ||
| import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.util.concurrent.ListeningExecutorService; | ||
| import org.apache.flink.api.common.time.Deadline; | ||
| import org.kohsuke.args4j.CmdLineException; | ||
| import org.kohsuke.args4j.CmdLineParser; | ||
| import org.kohsuke.args4j.Option; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
|
|
||
| /** | ||
| * Flink job entry point to launch a Beam pipeline by executing an external SDK driver program. | ||
| * | ||
| * <p>Designed for non-interactive Flink REST client and container with Beam job server jar and SDK | ||
| * client (for example when using the FlinkK8sOperator). In the future it would be possible to | ||
| * support driver program execution in a separate (sidecar) container by introducing a client | ||
| * environment abstraction similar to how it exists for SDK workers. | ||
| * | ||
| * <p>Using this entry point eliminates the need to build jar files with materialized pipeline | ||
| * protos offline. Allows the driver program to access actual execution environment and services, on | ||
| * par with code executed by SDK workers. | ||
| * | ||
| * <p>The entry point starts the job server and provides the endpoint to the the driver program. | ||
| * | ||
| * <p>The external driver program constructs the Beam pipeline and submits it to the job service. | ||
| * | ||
| * <p>The job service defers execution of the pipeline to the plan environment and returns the | ||
| * "detached" status to the driver program. | ||
| * | ||
| * <p>Upon arrival of the job invocation, the entry point executes the runner, which prepares | ||
| * ("executes") the Flink job through the plan environment. | ||
| * | ||
| * <p>Finally Flink launches the job. | ||
| */ | ||
| public class FlinkPortableClientEntryPoint { | ||
| private static final Logger LOG = LoggerFactory.getLogger(FlinkPortableClientEntryPoint.class); | ||
| private static final String JOB_ENDPOINT_FLAG = "--job_endpoint"; | ||
| private static final Duration JOB_INVOCATION_TIMEOUT = Duration.ofSeconds(30); | ||
| private static final Duration JOB_SERVICE_STARTUP_TIMEOUT = Duration.ofSeconds(30); | ||
|
|
||
| private final String driverCmd; | ||
| private FlinkJobServerDriver jobServer; | ||
| private Thread jobServerThread; | ||
| private DetachedJobInvokerFactory jobInvokerFactory; | ||
| private int jobPort = 0; // pick any free port | ||
|
|
||
| public FlinkPortableClientEntryPoint(String driverCmd) { | ||
| Preconditions.checkState( | ||
| !driverCmd.contains(JOB_ENDPOINT_FLAG), | ||
| "Driver command must not contain " + JOB_ENDPOINT_FLAG); | ||
| this.driverCmd = driverCmd; | ||
| } | ||
|
|
||
| /** Main method to be called standalone or by Flink (CLI or REST API). */ | ||
| public static void main(String[] args) throws Exception { | ||
| LOG.info("entry points args: {}", Arrays.asList(args)); | ||
| EntryPointConfiguration configuration = parseArgs(args); | ||
| FlinkPortableClientEntryPoint runner = | ||
| new FlinkPortableClientEntryPoint(configuration.driverCmd); | ||
| try { | ||
| runner.startJobService(); | ||
| runner.runDriverProgram(); | ||
| } catch (Exception e) { | ||
| throw new RuntimeException(String.format("Job %s failed.", configuration.driverCmd), e); | ||
| } finally { | ||
| LOG.info("Stopping job service"); | ||
| runner.stopJobService(); | ||
| } | ||
| LOG.info("Job submitted successfully."); | ||
| } | ||
|
|
||
| private static class EntryPointConfiguration { | ||
| @Option( | ||
| name = "--driver-cmd", | ||
| required = true, | ||
| usage = | ||
| "Command that launches the Python driver program. " | ||
| + "(The job service endpoint will be appended as --job_endpoint=localhost:<port>.)") | ||
| private String driverCmd; | ||
| } | ||
|
|
||
| private static EntryPointConfiguration parseArgs(String[] args) { | ||
| EntryPointConfiguration configuration = new EntryPointConfiguration(); | ||
| CmdLineParser parser = new CmdLineParser(configuration); | ||
| try { | ||
| parser.parseArgument(args); | ||
| } catch (CmdLineException e) { | ||
| LOG.error("Unable to parse command line arguments.", e); | ||
| parser.printUsage(System.err); | ||
| throw new IllegalArgumentException("Unable to parse command line arguments.", e); | ||
| } | ||
| return configuration; | ||
| } | ||
|
|
||
| private void startJobService() throws Exception { | ||
| jobInvokerFactory = new DetachedJobInvokerFactory(); | ||
| jobServer = | ||
| FlinkJobServerDriver.fromConfig( | ||
| FlinkJobServerDriver.parseArgs( | ||
| new String[] {"--job-port=" + jobPort, "--artifact-port=0", "--expansion-port=0"}), | ||
| jobInvokerFactory); | ||
| jobServerThread = new Thread(jobServer); | ||
| jobServerThread.start(); | ||
|
|
||
| Deadline deadline = Deadline.fromNow(JOB_SERVICE_STARTUP_TIMEOUT); | ||
| while (jobServer.getJobServerUrl() == null && deadline.hasTimeLeft()) { | ||
| try { | ||
| Thread.sleep(500); | ||
| } catch (InterruptedException interruptEx) { | ||
| Thread.currentThread().interrupt(); | ||
| throw new RuntimeException(interruptEx); | ||
| } | ||
| } | ||
|
|
||
| if (!jobServerThread.isAlive()) { | ||
| throw new IllegalStateException("Job service thread is not alive"); | ||
| } | ||
|
|
||
| if (jobServer.getJobServerUrl() == null) { | ||
| String msg = String.format("Timeout of %s waiting for job service to start.", deadline); | ||
| throw new TimeoutException(msg); | ||
| } | ||
| } | ||
|
|
||
| private void runDriverProgram() throws Exception { | ||
| ProcessManager processManager = ProcessManager.create(); | ||
| String executable = "bash"; | ||
| List<String> args = | ||
| ImmutableList.of( | ||
| "-c", | ||
| String.format("%s %s=%s", driverCmd, JOB_ENDPOINT_FLAG, jobServer.getJobServerUrl())); | ||
| String processId = "client1"; | ||
| File outputFile = File.createTempFile("beam-driver-program", ".log"); | ||
|
|
||
| try { | ||
| final ProcessManager.RunningProcess driverProcess = | ||
| processManager.startProcess(processId, executable, args, System.getenv(), outputFile); | ||
| driverProcess.isAliveOrThrow(); | ||
| LOG.info("Started driver program"); | ||
|
|
||
| // await effect of the driver program submitting the job | ||
| jobInvokerFactory.executeDetachedJob(); | ||
| } catch (Exception e) { | ||
| try { | ||
| processManager.stopProcess(processId); | ||
| } catch (Exception processKillException) { | ||
| e.addSuppressed(processKillException); | ||
| } | ||
| byte[] output = Files.readAllBytes(outputFile.toPath()); | ||
| String msg = | ||
| String.format( | ||
| "Failed to start job with driver program: %s %s output: %s", | ||
| executable, args, new String(output, Charset.defaultCharset())); | ||
| throw new RuntimeException(msg, e); | ||
| } | ||
| } | ||
|
|
||
| private void stopJobService() throws InterruptedException { | ||
| if (jobServer != null) { | ||
| jobServer.stop(); | ||
| } | ||
| if (jobServerThread != null) { | ||
| jobServerThread.interrupt(); | ||
| jobServerThread.join(); | ||
| } | ||
| } | ||
|
|
||
| private class DetachedJobInvokerFactory implements FlinkJobServerDriver.JobInvokerFactory { | ||
|
|
||
| private CountDownLatch latch = new CountDownLatch(1); | ||
| private volatile PortablePipelineRunner actualPipelineRunner; | ||
| private volatile RunnerApi.Pipeline pipeline; | ||
| private volatile JobInfo jobInfo; | ||
|
|
||
| private PortablePipelineRunner handoverPipelineRunner = | ||
| new PortablePipelineRunner() { | ||
| @Override | ||
| public PortablePipelineResult run(RunnerApi.Pipeline pipeline, JobInfo jobInfo) { | ||
| DetachedJobInvokerFactory.this.pipeline = pipeline; | ||
| DetachedJobInvokerFactory.this.jobInfo = jobInfo; | ||
| LOG.info("Pipeline execution handover for {}", jobInfo.jobId()); | ||
| latch.countDown(); | ||
| return new FlinkPortableRunnerResult.Detached(); | ||
| } | ||
| }; | ||
|
|
||
| @Override | ||
| public JobInvoker create() { | ||
| return new FlinkJobInvoker( | ||
| (FlinkJobServerDriver.FlinkServerConfiguration) jobServer.configuration) { | ||
| @Override | ||
| protected JobInvocation createJobInvocation( | ||
| String invocationId, | ||
| String retrievalToken, | ||
| ListeningExecutorService executorService, | ||
| RunnerApi.Pipeline pipeline, | ||
| FlinkPipelineOptions flinkOptions, | ||
| PortablePipelineRunner pipelineRunner) { | ||
| // replace pipeline runner to handover execution | ||
| actualPipelineRunner = pipelineRunner; | ||
| return super.createJobInvocation( | ||
| invocationId, | ||
| retrievalToken, | ||
| executorService, | ||
| pipeline, | ||
| flinkOptions, | ||
| handoverPipelineRunner); | ||
| } | ||
| }; | ||
| } | ||
|
|
||
| private void executeDetachedJob() throws Exception { | ||
| long timeoutSeconds = JOB_INVOCATION_TIMEOUT.getSeconds(); | ||
| if (latch.await(timeoutSeconds, TimeUnit.SECONDS)) { | ||
| actualPipelineRunner.run(pipeline, jobInfo); | ||
| } else { | ||
| throw new TimeoutException( | ||
| String.format("Timeout of %s seconds waiting for job submission.", timeoutSeconds)); | ||
| } | ||
| } | ||
| } | ||
| } | ||
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@mxm any preference regarding class name? I first had it as
FlinkPortableClientRunnerbut maybe "runner" is misleading. On the other hand, "entry point" is also redundant.There was a problem hiding this comment.
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How about just
FlinkPortableRunner? The functionality is closest to the classicFlinkRunner, as it allows for any portable pipeline to be submitted.There was a problem hiding this comment.
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I had it as XYZRunner originally, but figured it will cause confusion. There are
FlinkPipelineRunnerandPortablePipelineRunneralready (these are used within the job server).There was a problem hiding this comment.
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We could rename those 🤓