liuxunorg commented on a change in pull request #3331: [Zeppelin-4049] Hadoop 
Submarine (Machine Learning) interpreter
URL: https://github.com/apache/zeppelin/pull/3331#discussion_r264623929
 
 

 ##########
 File path: 
submarine/src/main/java/org/apache/zeppelin/submarine/PySubmarineInterpreter.java
 ##########
 @@ -0,0 +1,84 @@
+/*
+ * 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 {
+    // algorithm & checkpoint path support replaces ${username} with real user 
name
+    String algorithmPath = properties.getProperty(
 
 Review comment:
   Now our users are using `python` to develop machine learning algorithms. 
Because submarine now offers online services, And have a certain amount of 
code, So I hope I can merge this phase code first. Subsequent improvements to 
ipython support.

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