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org.apache.zeppelin.interpreter.InterpreterFactory Maven / Gradle / Ivy
/*
* 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.io.BufferedReader;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStreamReader;
import java.io.OutputStreamWriter;
import java.lang.reflect.Constructor;
import java.lang.reflect.InvocationTargetException;
import java.net.MalformedURLException;
import java.net.URL;
import java.net.URLClassLoader;
import java.util.Collection;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.Set;
import org.apache.commons.lang.ArrayUtils;
import org.apache.zeppelin.conf.ZeppelinConfiguration;
import org.apache.zeppelin.conf.ZeppelinConfiguration.ConfVars;
import org.apache.zeppelin.display.AngularObjectRegistry;
import org.apache.zeppelin.display.AngularObjectRegistryListener;
import org.apache.zeppelin.interpreter.Interpreter.RegisteredInterpreter;
import org.apache.zeppelin.interpreter.remote.RemoteAngularObjectRegistry;
import org.apache.zeppelin.interpreter.remote.RemoteInterpreter;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.gson.Gson;
import com.google.gson.GsonBuilder;
/**
* Manage interpreters.
*
*/
public class InterpreterFactory {
Logger logger = LoggerFactory.getLogger(InterpreterFactory.class);
private Map cleanCl = Collections
.synchronizedMap(new HashMap());
private ZeppelinConfiguration conf;
String[] interpreterClassList;
private Map interpreterSettings =
new HashMap();
private Map> interpreterBindings = new HashMap>();
private Gson gson;
private InterpreterOption defaultOption;
AngularObjectRegistryListener angularObjectRegistryListener;
public InterpreterFactory(ZeppelinConfiguration conf,
AngularObjectRegistryListener angularObjectRegistryListener)
throws InterpreterException, IOException {
this(conf, new InterpreterOption(true), angularObjectRegistryListener);
}
public InterpreterFactory(ZeppelinConfiguration conf, InterpreterOption defaultOption,
AngularObjectRegistryListener angularObjectRegistryListener)
throws InterpreterException, IOException {
this.conf = conf;
this.defaultOption = defaultOption;
this.angularObjectRegistryListener = angularObjectRegistryListener;
String replsConf = conf.getString(ConfVars.ZEPPELIN_INTERPRETERS);
interpreterClassList = replsConf.split(",");
GsonBuilder builder = new GsonBuilder();
builder.setPrettyPrinting();
builder.registerTypeAdapter(Interpreter.class, new InterpreterSerializer());
gson = builder.create();
init();
}
private void init() throws InterpreterException, IOException {
ClassLoader oldcl = Thread.currentThread().getContextClassLoader();
// Load classes
File[] interpreterDirs = new File(conf.getInterpreterDir()).listFiles();
if (interpreterDirs != null) {
for (File path : interpreterDirs) {
logger.info("Reading " + path.getAbsolutePath());
URL[] urls = null;
try {
urls = recursiveBuildLibList(path);
} catch (MalformedURLException e1) {
logger.error("Can't load jars ", e1);
}
URLClassLoader ccl = new URLClassLoader(urls, oldcl);
for (String className : interpreterClassList) {
try {
Class.forName(className, true, ccl);
Set keys = Interpreter.registeredInterpreters.keySet();
for (String intName : keys) {
if (className.equals(
Interpreter.registeredInterpreters.get(intName).getClassName())) {
Interpreter.registeredInterpreters.get(intName).setPath(path.getAbsolutePath());
logger.info("Interpreter " + intName + " found. class=" + className);
cleanCl.put(path.getAbsolutePath(), ccl);
}
}
} catch (ClassNotFoundException e) {
// nothing to do
}
}
}
}
loadFromFile();
// if no interpreter settings are loaded, create default set
synchronized (interpreterSettings) {
if (interpreterSettings.size() == 0) {
HashMap> groupClassNameMap =
new HashMap>();
for (String k : Interpreter.registeredInterpreters.keySet()) {
RegisteredInterpreter info = Interpreter.registeredInterpreters.get(k);
if (!groupClassNameMap.containsKey(info.getGroup())) {
groupClassNameMap.put(info.getGroup(), new LinkedList());
}
groupClassNameMap.get(info.getGroup()).add(info);
}
for (String className : interpreterClassList) {
for (String groupName : groupClassNameMap.keySet()) {
List infos = groupClassNameMap.get(groupName);
boolean found = false;
Properties p = new Properties();
for (RegisteredInterpreter info : infos) {
if (found == false && info.getClassName().equals(className)) {
found = true;
}
for (String k : info.getProperties().keySet()) {
p.put(k, info.getProperties().get(k).getDefaultValue());
}
}
if (found) {
// add all interpreters in group
add(groupName, groupName, defaultOption, p);
groupClassNameMap.remove(groupName);
break;
}
}
}
}
}
for (String settingId : interpreterSettings.keySet()) {
InterpreterSetting setting = interpreterSettings.get(settingId);
logger.info("Interpreter setting group {} : id={}, name={}",
setting.getGroup(), settingId, setting.getName());
for (Interpreter interpreter : setting.getInterpreterGroup()) {
logger.info(" className = {}", interpreter.getClassName());
}
}
}
private void loadFromFile() throws IOException {
GsonBuilder builder = new GsonBuilder();
builder.setPrettyPrinting();
builder.registerTypeAdapter(Interpreter.class, new InterpreterSerializer());
Gson gson = builder.create();
File settingFile = new File(conf.getInterpreterSettingPath());
if (!settingFile.exists()) {
// nothing to read
return;
}
FileInputStream fis = new FileInputStream(settingFile);
InputStreamReader isr = new InputStreamReader(fis);
BufferedReader bufferedReader = new BufferedReader(isr);
StringBuilder sb = new StringBuilder();
String line;
while ((line = bufferedReader.readLine()) != null) {
sb.append(line);
}
isr.close();
fis.close();
String json = sb.toString();
InterpreterInfoSaving info = gson.fromJson(json, InterpreterInfoSaving.class);
for (String k : info.interpreterSettings.keySet()) {
InterpreterSetting setting = info.interpreterSettings.get(k);
// Always use separate interpreter process
// While we decided to turn this feature on always (without providing
// enable/disable option on GUI).
// previously created setting should turn this feature on here.
setting.getOption().setRemote(true);
InterpreterSetting intpSetting = new InterpreterSetting(
setting.id(),
setting.getName(),
setting.getGroup(),
setting.getOption());
InterpreterGroup interpreterGroup = createInterpreterGroup(
setting.id(),
setting.getGroup(),
setting.getOption(),
setting.getProperties());
intpSetting.setInterpreterGroup(interpreterGroup);
interpreterSettings.put(k, intpSetting);
}
this.interpreterBindings = info.interpreterBindings;
}
private void saveToFile() throws IOException {
String jsonString;
synchronized (interpreterSettings) {
InterpreterInfoSaving info = new InterpreterInfoSaving();
info.interpreterBindings = interpreterBindings;
info.interpreterSettings = interpreterSettings;
jsonString = gson.toJson(info);
}
File settingFile = new File(conf.getInterpreterSettingPath());
if (!settingFile.exists()) {
settingFile.createNewFile();
}
FileOutputStream fos = new FileOutputStream(settingFile, false);
OutputStreamWriter out = new OutputStreamWriter(fos);
out.append(jsonString);
out.close();
fos.close();
}
private RegisteredInterpreter getRegisteredReplInfoFromClassName(String clsName) {
Set keys = Interpreter.registeredInterpreters.keySet();
for (String intName : keys) {
RegisteredInterpreter info = Interpreter.registeredInterpreters.get(intName);
if (clsName.equals(info.getClassName())) {
return info;
}
}
return null;
}
/**
* Return ordered interpreter setting list.
* The list does not contain more than one setting from the same interpreter class.
* Order by InterpreterClass (order defined by ZEPPELIN_INTERPRETERS), Interpreter setting name
* @return
*/
public List getDefaultInterpreterSettingList() {
// this list will contain default interpreter setting list
List defaultSettings = new LinkedList();
// to ignore the same interpreter group
Map interpreterGroupCheck = new HashMap();
List sortedSettings = get();
for (InterpreterSetting setting : sortedSettings) {
if (defaultSettings.contains(setting.id())) {
continue;
}
if (!interpreterGroupCheck.containsKey(setting.getGroup())) {
defaultSettings.add(setting.id());
interpreterGroupCheck.put(setting.getGroup(), true);
}
}
return defaultSettings;
}
public List getRegisteredInterpreterList() {
List registeredInterpreters = new LinkedList();
for (String className : interpreterClassList) {
registeredInterpreters.add(Interpreter.findRegisteredInterpreterByClassName(className));
}
return registeredInterpreters;
}
/**
* @param name user defined name
* @param groupName interpreter group name to instantiate
* @param properties
* @return
* @throws InterpreterException
* @throws IOException
*/
public InterpreterGroup add(String name, String groupName,
InterpreterOption option, Properties properties)
throws InterpreterException, IOException {
synchronized (interpreterSettings) {
InterpreterSetting intpSetting = new InterpreterSetting(
name,
groupName,
option);
InterpreterGroup interpreterGroup = createInterpreterGroup(
intpSetting.id(), groupName, option, properties);
intpSetting.setInterpreterGroup(interpreterGroup);
interpreterSettings.put(intpSetting.id(), intpSetting);
saveToFile();
return interpreterGroup;
}
}
private InterpreterGroup createInterpreterGroup(String id,
String groupName,
InterpreterOption option,
Properties properties)
throws InterpreterException {
AngularObjectRegistry angularObjectRegistry;
InterpreterGroup interpreterGroup = new InterpreterGroup(id);
if (option.isRemote()) {
angularObjectRegistry = new RemoteAngularObjectRegistry(
id,
angularObjectRegistryListener,
interpreterGroup
);
} else {
angularObjectRegistry = new AngularObjectRegistry(
id,
angularObjectRegistryListener);
}
interpreterGroup.setAngularObjectRegistry(angularObjectRegistry);
for (String className : interpreterClassList) {
Set keys = Interpreter.registeredInterpreters.keySet();
for (String intName : keys) {
RegisteredInterpreter info = Interpreter.registeredInterpreters
.get(intName);
if (info.getClassName().equals(className)
&& info.getGroup().equals(groupName)) {
Interpreter intp;
if (option.isRemote()) {
intp = createRemoteRepl(info.getPath(),
info.getClassName(),
properties);
} else {
intp = createRepl(info.getPath(),
info.getClassName(),
properties);
}
interpreterGroup.add(intp);
intp.setInterpreterGroup(interpreterGroup);
break;
}
}
}
return interpreterGroup;
}
public void remove(String id) throws IOException {
synchronized (interpreterSettings) {
if (interpreterSettings.containsKey(id)) {
InterpreterSetting intp = interpreterSettings.get(id);
intp.getInterpreterGroup().close();
intp.getInterpreterGroup().destroy();
interpreterSettings.remove(id);
for (List settings : interpreterBindings.values()) {
Iterator it = settings.iterator();
while (it.hasNext()) {
String settingId = it.next();
if (settingId.equals(id)) {
it.remove();
}
}
}
saveToFile();
}
}
}
/**
* Get loaded interpreters
* @return
*/
public List get() {
synchronized (interpreterSettings) {
List orderedSettings = new LinkedList();
List settings = new LinkedList(
interpreterSettings.values());
Collections.sort(settings, new Comparator(){
@Override
public int compare(InterpreterSetting o1, InterpreterSetting o2) {
return o1.getName().compareTo(o2.getName());
}
});
for (String className : interpreterClassList) {
for (InterpreterSetting setting : settings) {
for (InterpreterSetting orderedSetting : orderedSettings) {
if (orderedSetting.id().equals(setting.id())) {
continue;
}
}
for (Interpreter intp : setting.getInterpreterGroup()) {
if (className.equals(intp.getClassName())) {
boolean alreadyAdded = false;
for (InterpreterSetting st : orderedSettings) {
if (setting.id().equals(st.id())) {
alreadyAdded = true;
}
}
if (alreadyAdded == false) {
orderedSettings.add(setting);
}
}
}
}
}
return orderedSettings;
}
}
public InterpreterSetting get(String name) {
synchronized (interpreterSettings) {
return interpreterSettings.get(name);
}
}
public void putNoteInterpreterSettingBinding(String noteId,
List settingList) throws IOException {
synchronized (interpreterSettings) {
interpreterBindings.put(noteId, settingList);
saveToFile();
}
}
public void removeNoteInterpreterSettingBinding(String noteId) {
synchronized (interpreterSettings) {
interpreterBindings.remove(noteId);
}
}
public List getNoteInterpreterSettingBinding(String noteId) {
LinkedList bindings = new LinkedList();
synchronized (interpreterSettings) {
List settingIds = interpreterBindings.get(noteId);
if (settingIds != null) {
bindings.addAll(settingIds);
}
}
return bindings;
}
/**
* Change interpreter property and restart
* @param name
* @param properties
* @throws IOException
*/
public void setPropertyAndRestart(String id, InterpreterOption option,
Properties properties) throws IOException {
synchronized (interpreterSettings) {
InterpreterSetting intpsetting = interpreterSettings.get(id);
if (intpsetting != null) {
intpsetting.getInterpreterGroup().close();
intpsetting.getInterpreterGroup().destroy();
intpsetting.setOption(option);
InterpreterGroup interpreterGroup = createInterpreterGroup(
intpsetting.id(),
intpsetting.getGroup(), option, properties);
intpsetting.setInterpreterGroup(interpreterGroup);
saveToFile();
} else {
throw new InterpreterException("Interpreter setting id " + id
+ " not found");
}
}
}
public void restart(String id) {
synchronized (interpreterSettings) {
synchronized (interpreterSettings) {
InterpreterSetting intpsetting = interpreterSettings.get(id);
if (intpsetting != null) {
intpsetting.getInterpreterGroup().close();
intpsetting.getInterpreterGroup().destroy();
InterpreterGroup interpreterGroup = createInterpreterGroup(
intpsetting.id(),
intpsetting.getGroup(), intpsetting.getOption(), intpsetting.getProperties());
intpsetting.setInterpreterGroup(interpreterGroup);
} else {
throw new InterpreterException("Interpreter setting id " + id
+ " not found");
}
}
}
}
public void close() {
List closeThreads = new LinkedList();
synchronized (interpreterSettings) {
Collection intpsettings = interpreterSettings.values();
for (final InterpreterSetting intpsetting : intpsettings) {
Thread t = new Thread() {
public void run() {
intpsetting.getInterpreterGroup().close();
intpsetting.getInterpreterGroup().destroy();
}
};
t.start();
closeThreads.add(t);
}
}
for (Thread t : closeThreads) {
try {
t.join();
} catch (InterruptedException e) {
logger.error("Can't close interpreterGroup", e);
}
}
}
private Interpreter createRepl(String dirName, String className,
Properties property)
throws InterpreterException {
logger.info("Create repl {} from {}", className, dirName);
ClassLoader oldcl = Thread.currentThread().getContextClassLoader();
try {
URLClassLoader ccl = cleanCl.get(dirName);
if (ccl == null) {
// classloader fallback
ccl = URLClassLoader.newInstance(new URL[] {}, oldcl);
}
boolean separateCL = true;
try { // check if server's classloader has driver already.
Class cls = this.getClass().forName(className);
if (cls != null) {
separateCL = false;
}
} catch (Exception e) {
// nothing to do.
}
URLClassLoader cl;
if (separateCL == true) {
cl = URLClassLoader.newInstance(new URL[] {}, ccl);
} else {
cl = ccl;
}
Thread.currentThread().setContextClassLoader(cl);
Class replClass = (Class) cl.loadClass(className);
Constructor constructor =
replClass.getConstructor(new Class[] {Properties.class});
Interpreter repl = constructor.newInstance(property);
repl.setClassloaderUrls(ccl.getURLs());
LazyOpenInterpreter intp = new LazyOpenInterpreter(
new ClassloaderInterpreter(repl, cl));
return intp;
} catch (SecurityException e) {
throw new InterpreterException(e);
} catch (NoSuchMethodException e) {
throw new InterpreterException(e);
} catch (IllegalArgumentException e) {
throw new InterpreterException(e);
} catch (InstantiationException e) {
throw new InterpreterException(e);
} catch (IllegalAccessException e) {
throw new InterpreterException(e);
} catch (InvocationTargetException e) {
throw new InterpreterException(e);
} catch (ClassNotFoundException e) {
throw new InterpreterException(e);
} finally {
Thread.currentThread().setContextClassLoader(oldcl);
}
}
private Interpreter createRemoteRepl(String interpreterPath, String className,
Properties property) {
int connectTimeout = conf.getInt(ConfVars.ZEPPELIN_INTERPRETER_CONNECT_TIMEOUT);
LazyOpenInterpreter intp = new LazyOpenInterpreter(new RemoteInterpreter(
property, className, conf.getInterpreterRemoteRunnerPath(),
interpreterPath, connectTimeout));
return intp;
}
private URL[] recursiveBuildLibList(File path) throws MalformedURLException {
URL[] urls = new URL[0];
if (path == null || path.exists() == false) {
return urls;
} else if (path.getName().startsWith(".")) {
return urls;
} else if (path.isDirectory()) {
File[] files = path.listFiles();
if (files != null) {
for (File f : files) {
urls = (URL[]) ArrayUtils.addAll(urls, recursiveBuildLibList(f));
}
}
return urls;
} else {
return new URL[] {path.toURI().toURL()};
}
}
}
