org.apache.zeppelin.submarine.PySubmarineInterpreter Maven / Gradle / Ivy
/*
* 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
*
* 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.zeppelin.submarine;
import org.apache.zeppelin.interpreter.InterpreterContext;
import org.apache.zeppelin.interpreter.InterpreterException;
import org.apache.zeppelin.interpreter.InterpreterResult;
import org.apache.zeppelin.interpreter.thrift.ParagraphInfo;
import org.apache.zeppelin.python.IPythonInterpreter;
import org.apache.zeppelin.python.PythonInterpreter;
import org.apache.zeppelin.submarine.commons.SubmarineConstants;
import org.apache.zeppelin.submarine.job.SubmarineJob;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.List;
import java.util.Properties;
public class PySubmarineInterpreter extends PythonInterpreter {
private static final Logger LOGGER = LoggerFactory.getLogger(PySubmarineInterpreter.class);
private SubmarineInterpreter submarineInterpreter = null;
private SubmarineContext submarineContext = null;
public PySubmarineInterpreter(Properties property) {
super(property);
submarineContext = SubmarineContext.getInstance();
}
@Override
public InterpreterResult interpret(String st, InterpreterContext context)
throws InterpreterException {
setParagraphConfig(context);
// algorithm & checkpoint path support replaces ${username} with real user name
String algorithmPath = properties.getProperty(
SubmarineConstants.SUBMARINE_ALGORITHM_HDFS_PATH, "");
if (algorithmPath.contains(SubmarineConstants.USERNAME_SYMBOL)) {
algorithmPath = algorithmPath.replace(SubmarineConstants.USERNAME_SYMBOL, userName);
properties.setProperty(SubmarineConstants.SUBMARINE_ALGORITHM_HDFS_PATH, algorithmPath);
}
String checkpointPath = properties.getProperty(
SubmarineConstants.TF_CHECKPOINT_PATH, "");
if (checkpointPath.contains(SubmarineConstants.USERNAME_SYMBOL)) {
checkpointPath = checkpointPath.replace(SubmarineConstants.USERNAME_SYMBOL, userName);
properties.setProperty(SubmarineConstants.TF_CHECKPOINT_PATH, checkpointPath);
}
if (null == submarineInterpreter) {
submarineInterpreter = getInterpreterInTheSameSessionByClassName(SubmarineInterpreter.class);
if (null != submarineInterpreter) {
submarineInterpreter.setPythonWorkDir(context.getNoteId(), getPythonWorkDir());
}
}
SubmarineJob submarineJob = submarineContext.addOrGetSubmarineJob(this.properties, context);
if (null != submarineJob && null != submarineJob.getHdfsClient()) {
try {
String noteId = context.getNoteId();
List paragraphInfos = context.getIntpEventClient()
.getParagraphList(userName, noteId);
submarineJob.getHdfsClient().saveParagraphToFiles(
noteId, paragraphInfos, getPythonWorkDir().getAbsolutePath(), properties);
} catch (Exception e) {
LOGGER.error(e.getMessage(), e);
}
}
return super.interpret(st, context);
}
private void setParagraphConfig(InterpreterContext context) {
context.getConfig().put("editorHide", false);
context.getConfig().put("title", true);
}
@Override
protected IPythonInterpreter getIPythonInterpreter() throws InterpreterException {
return getInterpreterInTheSameSessionByClassName(IPySubmarineInterpreter.class, false);
}
}
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