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/*
* 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;
}
}