com.tencent.angel.api.python.PythonUtils Maven / Gradle / Ivy
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/*
* Tencent is pleased to support the open source community by making Angel available.
*
* Copyright (C) 2017-2018 THL A29 Limited, a Tencent company. All rights reserved.
*
* Licensed 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
*
* https://opensource.org/licenses/Apache-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 com.tencent.angel.api.python;
import com.tencent.angel.conf.AngelConf;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import scala.Int;
import java.io.File;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.Map;
import java.util.Properties;
public class PythonUtils {
private static final Log LOG = LogFactory.getLog(PythonRunner.class);
/**
* Get the python PYTHONPATH for pyAngel, either from ANGEL_HOME, or added jar.
*
* @return
*/
public static String getAngelPythonPath() {
ArrayList pythonPath = new ArrayList<>();
String angelHome = System.getenv("ANGEL_HOME");
pythonPath.add(String.join(File.separator, angelHome, "lib", "py4j-0.10.4-src.zip"));
pythonPath.add(String.join(File.separator, angelHome, "lib", "pyangel.zip"));
pythonPath.add(String.join(File.separator, angelHome, "python", ""));
pythonPath.add(AngelConf.create().get(AngelConf.ANGEL_JOB_LIBJARS));
return String.join(File.pathSeparator, pythonPath);
}
/**
* Convert a java.util.Map of properties to a org.apache.hadoop.conf.Configuration
*/
public static Configuration converseMapToConf(Map map) {
Configuration conf = new Configuration();
return addMapToConf(map, conf);
}
public static Configuration addMapToConf(Map map, Configuration conf) {
for (String key : map.keySet()) {
// To-DO: add other ways to justify different value types
// This is so ugly, must re-implement by more elegance way
if (map.get(key) instanceof String) {
conf.set(key, (String) map.get(key));
} else if (map.get(key) instanceof Integer) {
conf.setInt(key, (Integer) map.get(key));
} else if (map.get(key) instanceof Boolean) {
conf.setBoolean(key, (Boolean) map.get(key));
} else if (map.get(key) instanceof Float) {
conf.setFloat(key, (Float) map.get(key));
} else if (map.get(key) instanceof Double) {
conf.setDouble(key, (Double) map.get(key));
} else if (map.get(key) instanceof Long) {
conf.setLong(key, (Long) map.get(key));
} else {
LOG.error("Parse value failed");
}
}
return conf;
}
}