org.apache.flink.client.python.PythonDriver Maven / Gradle / Ivy
/*
* 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.flink.client.python;
import org.apache.flink.api.java.ExecutionEnvironment;
import org.apache.flink.client.program.ProgramAbortException;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.runtime.entrypoint.parser.CommandLineParser;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import py4j.GatewayServer;
import java.io.BufferedReader;
import java.io.File;
import java.io.InputStreamReader;
import java.util.ArrayList;
import java.util.List;
import java.util.UUID;
/**
* A main class used to launch Python applications. It executes python as a
* subprocess and then has it connect back to the JVM to access system properties, etc.
*/
public final class PythonDriver {
private static final Logger LOG = LoggerFactory.getLogger(PythonDriver.class);
public static void main(String[] args) throws Throwable {
// The python job needs at least 2 args.
// e.g. py a.py [user args]
// e.g. pym a.b [user args]
if (args.length < 2) {
LOG.error("Required at least two arguments, only python file or python module is available.");
System.exit(1);
}
// parse args
final CommandLineParser commandLineParser = new CommandLineParser<>(
new PythonDriverOptionsParserFactory());
PythonDriverOptions pythonDriverOptions = null;
try {
pythonDriverOptions = commandLineParser.parse(args);
} catch (Exception e) {
LOG.error("Could not parse command line arguments {}.", args, e);
commandLineParser.printHelp(PythonDriver.class.getSimpleName());
System.exit(1);
}
// Get configuration from ContextEnvironment/OptimizerPlanEnvironment. As the configurations of
// streaming and batch environments are always set at the same time, for streaming jobs we can
// also get its configuration from batch environments.
Configuration config = ExecutionEnvironment.getExecutionEnvironment().getConfiguration();
// start gateway server
GatewayServer gatewayServer = PythonEnvUtils.startGatewayServer();
PythonEnvUtils.setGatewayServer(gatewayServer);
// commands which will be exec in python progress.
final List commands = constructPythonCommands(pythonDriverOptions);
try {
// prepare the exec environment of python progress.
String tmpDir = System.getProperty("java.io.tmpdir") +
File.separator + "pyflink" + File.separator + UUID.randomUUID();
// start the python process.
Process pythonProcess = PythonEnvUtils.launchPy4jPythonClient(
gatewayServer,
config,
commands,
pythonDriverOptions.getEntryPointScript().orElse(null),
tmpDir,
true);
BufferedReader in = new BufferedReader(new InputStreamReader(pythonProcess.getInputStream()));
LOG.info("--------------------------- Python Process Started --------------------------");
// print the python process output to stdout and log file
while (true) {
String line = in.readLine();
if (line == null) {
break;
} else {
System.out.println(line);
LOG.info(line);
}
}
int exitCode = pythonProcess.waitFor();
LOG.info("--------------------------- Python Process Exited ---------------------------");
if (exitCode != 0) {
throw new RuntimeException("Python process exits with code: " + exitCode);
}
} catch (Throwable e) {
LOG.error("Run python process failed", e);
if (PythonEnvUtils.capturedJavaException != null) {
throw PythonEnvUtils.capturedJavaException;
} else {
// throw ProgramAbortException if the caller is interested in the program plan,
// there is no harm to throw ProgramAbortException even if it is not the case.
throw new ProgramAbortException();
}
} finally {
PythonEnvUtils.setGatewayServer(null);
gatewayServer.shutdown();
}
}
/**
* Constructs the Python commands which will be executed in python process.
*
* @param pythonDriverOptions parsed Python command options
*/
static List constructPythonCommands(final PythonDriverOptions pythonDriverOptions) {
final List commands = new ArrayList<>();
if (pythonDriverOptions.getEntryPointScript().isPresent()) {
commands.add(pythonDriverOptions.getEntryPointScript().get());
} else {
commands.add("-m");
commands.add(pythonDriverOptions.getEntryPointModule());
}
commands.addAll(pythonDriverOptions.getProgramArgs());
return commands;
}
}
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