org.apache.flink.python.env.embedded.EmbeddedPythonEnvironmentManager Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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,
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* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.python.env.embedded;
import org.apache.flink.annotation.Internal;
import org.apache.flink.api.common.JobID;
import org.apache.flink.python.env.AbstractPythonEnvironmentManager;
import org.apache.flink.python.env.PythonDependencyInfo;
import org.apache.flink.python.env.PythonEnvironment;
import pemja.core.PythonInterpreterConfig;
import java.io.File;
import java.util.HashMap;
import java.util.Map;
/**
* The base class of python environment manager which is used to create the PythonEnvironment
* object. It's used to run python UDF in embedded Python environment.
*/
@Internal
public class EmbeddedPythonEnvironmentManager extends AbstractPythonEnvironmentManager {
public EmbeddedPythonEnvironmentManager(
PythonDependencyInfo dependencyInfo,
String[] tmpDirectories,
Map systemEnv,
JobID jobID) {
super(dependencyInfo, tmpDirectories, systemEnv, jobID);
}
@Override
public PythonEnvironment createEnvironment() throws Exception {
Map env = new HashMap<>(getPythonEnv());
PythonInterpreterConfig.ExecType execType;
String executionMode = dependencyInfo.getExecutionMode();
if (executionMode.equalsIgnoreCase("thread")) {
execType = PythonInterpreterConfig.ExecType.MULTI_THREAD;
} else {
throw new RuntimeException(
String.format("Unsupported execution mode %s.", executionMode));
}
if (env.containsKey("FLINK_TESTING")) {
String flinkHome = env.get("FLINK_HOME");
String sourceRootDir = new File(flinkHome, "../../../../").getCanonicalPath();
String flinkPython = sourceRootDir + "/flink-python";
// add flink-python of source code to PYTHONPATH
env.put(
"PYTHONPATH",
flinkPython + File.pathSeparator + env.getOrDefault("PYTHONPATH", ""));
}
PythonInterpreterConfig interpreterConfig =
PythonInterpreterConfig.newBuilder()
.setPythonExec(dependencyInfo.getPythonExec())
.setExcType(execType)
.addPythonPaths(env.getOrDefault("PYTHONPATH", ""))
.build();
return new EmbeddedPythonEnvironment(interpreterConfig, env);
}
}
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