/* * 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.zeppelin.interpreter; import java.util.Collection; import java.util.LinkedList; import java.util.List; import java.util.Map; import java.util.Properties; import java.util.Random; import java.util.concurrent.ConcurrentHashMap; import org.apache.zeppelin.display.AngularObjectRegistry; import org.apache.zeppelin.interpreter.remote.RemoteInterpreterProcess; import org.apache.zeppelin.resource.ResourcePool; import org.apache.zeppelin.scheduler.Scheduler; import org.apache.zeppelin.scheduler.SchedulerFactory; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * InterpreterGroup is list of interpreters in the same interpreter group. * For example spark, pyspark, sql interpreters are in the same 'spark' group * and InterpreterGroup will have reference to these all interpreters. * * Remember, list of interpreters are dedicated to a session. Session could be shared across user * or notes, so the sessionId could be user or noteId or their combination. * So InterpreterGroup internally manages map of [interpreterSessionKey(noteId, user, or * their combination), list of interpreters] * * A InterpreterGroup runs on interpreter process. * And unit of interpreter instantiate, restart, bind, unbind. */ public class InterpreterGroup extends ConcurrentHashMap<String, List<Interpreter>> { String id; private static final Logger LOGGER = LoggerFactory.getLogger(InterpreterGroup.class); AngularObjectRegistry angularObjectRegistry; InterpreterHookRegistry hookRegistry; RemoteInterpreterProcess remoteInterpreterProcess; // attached remote interpreter process ResourcePool resourcePool; boolean angularRegistryPushed = false; // map [notebook session, Interpreters in the group], to support per note session interpreters //Map<String, List<Interpreter>> interpreters = new ConcurrentHashMap<String, // List<Interpreter>>(); private static final Map<String, InterpreterGroup> allInterpreterGroups = new ConcurrentHashMap<>(); public static InterpreterGroup getByInterpreterGroupId(String id) { return allInterpreterGroups.get(id); } public static Collection<InterpreterGroup> getAll() { return new LinkedList(allInterpreterGroups.values()); } /** * Create InterpreterGroup with given id * @param id */ public InterpreterGroup(String id) { this.id = id; allInterpreterGroups.put(id, this); } /** * Create InterpreterGroup with autogenerated id */ public InterpreterGroup() { getId(); allInterpreterGroups.put(id, this); } private static String generateId() { return "InterpreterGroup_" + System.currentTimeMillis() + "_" + new Random().nextInt(); } public String getId() { synchronized (this) { if (id == null) { id = generateId(); } return id; } } /** * Get combined property of all interpreters in this group * @return */ public Properties getProperty() { Properties p = new Properties(); for (List<Interpreter> intpGroupForASession : this.values()) { for (Interpreter intp : intpGroupForASession) { p.putAll(intp.getProperty()); } // it's okay to break here while every List<Interpreters> will have the same property set break; } return p; } public AngularObjectRegistry getAngularObjectRegistry() { return angularObjectRegistry; } public void setAngularObjectRegistry(AngularObjectRegistry angularObjectRegistry) { this.angularObjectRegistry = angularObjectRegistry; } public InterpreterHookRegistry getInterpreterHookRegistry() { return hookRegistry; } public void setInterpreterHookRegistry(InterpreterHookRegistry hookRegistry) { this.hookRegistry = hookRegistry; } public RemoteInterpreterProcess getRemoteInterpreterProcess() { return remoteInterpreterProcess; } public void setRemoteInterpreterProcess(RemoteInterpreterProcess remoteInterpreterProcess) { this.remoteInterpreterProcess = remoteInterpreterProcess; } /** * Close all interpreter instances in this group */ public void close() { LOGGER.info("Close interpreter group " + getId()); List<Interpreter> intpToClose = new LinkedList<>(); for (List<Interpreter> intpGroupForSession : this.values()) { intpToClose.addAll(intpGroupForSession); } close(intpToClose); // make sure remote interpreter process terminates if (remoteInterpreterProcess != null) { while (remoteInterpreterProcess.referenceCount() > 0) { remoteInterpreterProcess.dereference(); } remoteInterpreterProcess = null; } allInterpreterGroups.remove(id); } /** * Close all interpreter instances in this group for the session * @param sessionId */ public void close(String sessionId) { LOGGER.info("Close interpreter group " + getId() + " for session: " + sessionId); final List<Interpreter> intpForSession = this.get(sessionId); close(intpForSession); } private void close(final Collection<Interpreter> intpToClose) { close(null, null, null, intpToClose); } public void close(final Map<String, InterpreterGroup> interpreterGroupRef, final String processKey, final String sessionKey) { LOGGER.info("Close interpreter group " + getId() + " for session: " + sessionKey); close(interpreterGroupRef, processKey, sessionKey, this.get(sessionKey)); } private void close(final Map<String, InterpreterGroup> interpreterGroupRef, final String processKey, final String sessionKey, final Collection<Interpreter> intpToClose) { if (intpToClose == null) { return; } Thread t = new Thread() { public void run() { for (Interpreter interpreter : intpToClose) { Scheduler scheduler = interpreter.getScheduler(); interpreter.close(); if (null != scheduler) { SchedulerFactory.singleton().removeScheduler(scheduler.getName()); } } if (remoteInterpreterProcess != null) { //TODO(jl): Because interpreter.close() runs as a seprate thread, we cannot guarantee // refernceCount is a proper value. And as the same reason, we must not call // remoteInterpreterProcess.dereference twice - this method also be called by // interpreter.close(). // remoteInterpreterProcess.dereference(); if (remoteInterpreterProcess.referenceCount() <= 0) { remoteInterpreterProcess = null; allInterpreterGroups.remove(id); } } // TODO(jl): While closing interpreters in a same session, we should remove after all // interpreters are removed. OMG. It's too dirty!! if (null != interpreterGroupRef && null != processKey && null != sessionKey) { InterpreterGroup interpreterGroup = interpreterGroupRef.get(processKey); if (1 == interpreterGroup.size() && interpreterGroup.containsKey(sessionKey)) { interpreterGroupRef.remove(processKey); } else { interpreterGroup.remove(sessionKey); } } } }; t.start(); try { t.join(); } catch (InterruptedException e) { LOGGER.error("Can't close interpreter: {}", getId(), e); } } /** * Close all interpreter instances in this group */ public void shutdown() { LOGGER.info("Close interpreter group " + getId()); // make sure remote interpreter process terminates if (remoteInterpreterProcess != null) { while (remoteInterpreterProcess.referenceCount() > 0) { remoteInterpreterProcess.dereference(); } remoteInterpreterProcess = null; } allInterpreterGroups.remove(id); List<Interpreter> intpToClose = new LinkedList<>(); for (List<Interpreter> intpGroupForSession : this.values()) { intpToClose.addAll(intpGroupForSession); } close(intpToClose); } public void setResourcePool(ResourcePool resourcePool) { this.resourcePool = resourcePool; } public ResourcePool getResourcePool() { return resourcePool; } public boolean isAngularRegistryPushed() { return angularRegistryPushed; } public void setAngularRegistryPushed(boolean angularRegistryPushed) { this.angularRegistryPushed = angularRegistryPushed; } }