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org.apache.flink.runtime.jobgraph.FormatUtil 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.flink.runtime.jobgraph;
import org.apache.flink.api.common.io.FinalizeOnMaster;
import org.apache.flink.api.common.io.InitializeOnMaster;
import org.apache.flink.api.common.io.InputFormat;
import org.apache.flink.api.common.io.OutputFormat;
import org.apache.flink.api.common.operators.util.UserCodeObjectWrapper;
import org.apache.flink.api.common.operators.util.UserCodeWrapper;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.configuration.DelegatingConfiguration;
import org.apache.flink.runtime.operators.util.TaskConfig;
import org.apache.flink.runtime.util.EmptyIterator;
import org.apache.flink.runtime.util.SingleElementIterator;
import org.apache.flink.types.DefaultPair;
import org.apache.flink.types.Pair;
import javax.annotation.Nullable;
import java.util.Iterator;
import java.util.Map;
import static org.apache.flink.util.Preconditions.checkNotNull;
/**
* Utilities for deserialize input/output formats and initializing/finalizing them on master.
*/
public class FormatUtil {
public static void initializeInputFormatsOnMaster(
JobVertex jobVertex,
AbstractFormatStub stub,
final Map formatDescriptions) throws RuntimeException {
// set user classloader before calling user code
final ClassLoader original = Thread.currentThread().getContextClassLoader();
Thread.currentThread().setContextClassLoader(stub.getClassLoader());
try {
Iterator> it = stub.getFormat(FormatType.INPUT);
it.forEachRemaining(
(pair) -> {
OperatorID operatorID = pair.getKey();
InputFormat inputFormat = (InputFormat) pair.getValue();
try {
inputFormat.configure(stub.getParameters(operatorID));
} catch (Throwable t) {
throw new RuntimeException("Configuring the OutputFormat ("
+ "description: " + formatDescriptions.get(operatorID)
+ ", stubKey: " + operatorID + ") failed: " + t.getMessage(), t);
}
// TODO: support multi InputFormat on multi-head chaining mode
jobVertex.setInputSplitSource(operatorID, inputFormat);
}
);
} finally {
// restore previous classloader
Thread.currentThread().setContextClassLoader(original);
}
}
public static void initializeOutputFormatsOnMaster(
JobVertex jobVertex,
AbstractFormatStub stub,
final Map formatDescriptions) throws RuntimeException {
// set user classloader before calling user code
final ClassLoader original = Thread.currentThread().getContextClassLoader();
Thread.currentThread().setContextClassLoader(stub.getClassLoader());
try {
Iterator> it = stub.getFormat(FormatType.OUTPUT);
it.forEachRemaining(
(pair) -> {
OperatorID key = pair.getKey();
OutputFormat outputFormat = (OutputFormat) pair.getValue();
if (outputFormat instanceof InitializeOnMaster) {
try {
outputFormat.configure(stub.getParameters(key));
((InitializeOnMaster) outputFormat).initializeGlobal(jobVertex.getParallelism());
} catch (Throwable t) {
throw new RuntimeException("Configuring the OutputFormat ("
+ "description: " + formatDescriptions.get(key)
+ ", stubKey: " + key + ") failed: " + t.getMessage(), t);
}
}
}
);
} finally {
// restore previous classloader
Thread.currentThread().setContextClassLoader(original);
}
}
public static void finalizeOutputFormatsOnMaster(
JobVertex jobVertex,
AbstractFormatStub stub,
final Map formatDescriptions) throws RuntimeException {
// set user classloader before calling user code
final ClassLoader original = Thread.currentThread().getContextClassLoader();
Thread.currentThread().setContextClassLoader(stub.getClassLoader());
try {
Iterator> it = stub.getFormat(FormatType.OUTPUT);
it.forEachRemaining(
(pair) -> {
OperatorID key = pair.getKey();
OutputFormat outputFormat = (OutputFormat) pair.getValue();
if (outputFormat instanceof FinalizeOnMaster) {
try {
outputFormat.configure(stub.getParameters(key));
((FinalizeOnMaster) outputFormat).finalizeGlobal(jobVertex.getParallelism());
} catch (Throwable t) {
throw new RuntimeException("Configuring the OutputFormat ("
+ "description: " + formatDescriptions.get(key)
+ ", stubKey: " + key + ") failed: " + t.getMessage(), t);
}
}
}
);
} finally {
// restore previous classloader
Thread.currentThread().setContextClassLoader(original);
}
}
/**
* Types for {@link InputFormat} and {@link OutputFormat}.
*/
@SuppressWarnings("unused")
public static class FormatType {
public static final FormatType INPUT = new FormatType<>();
public static final FormatType OUTPUT = new FormatType<>();
}
/**
* Wrapper of {@link InputFormat} stub.
*/
public static class InputFormatStub extends AbstractFormatStub {
private final OperatorID stubKey;
public InputFormatStub(TaskConfig config, ClassLoader classLoader, OperatorID operatorID) throws Exception {
super(config, classLoader);
this.stubKey = checkNotNull(operatorID);
}
@Override
@SuppressWarnings("unchecked")
public Iterator> getFormat(FormatType type) {
if (type != FormatType.INPUT) {
return EmptyIterator.get();
}
SingleElementIterator> iterator = new SingleElementIterator<>();
iterator.set(new DefaultPair<>(stubKey, (F) wrapper.getUserCodeObject(InputFormat.class, classLoader)));
return iterator;
}
@Override
public Configuration getParameters(OperatorID key) {
if (!stubKey.equals(key)) {
return new Configuration();
}
return parameters;
}
public static void setStubFormat(TaskConfig config, InputFormat inputFormat) {
config.setStubWrapper(new UserCodeObjectWrapper<>(inputFormat));
}
public static void setStubParameters(TaskConfig config, Configuration parameters) {
config.setStubParameters(parameters);
}
}
/**
* Wrapper of {@link OutputFormat} stub.
*/
public static class OutputFormatStub extends AbstractFormatStub {
private final OperatorID stubKey;
public OutputFormatStub(TaskConfig config, ClassLoader classLoader, OperatorID operatorID) throws Exception {
super(config, classLoader);
this.stubKey = checkNotNull(operatorID);
}
@Override
@SuppressWarnings("unchecked")
public Iterator> getFormat(FormatType type) {
if (type != FormatType.OUTPUT) {
return EmptyIterator.get();
}
SingleElementIterator> iterator = new SingleElementIterator<>();
iterator.set(new DefaultPair<>(stubKey, (F) wrapper.getUserCodeObject(OutputFormat.class, classLoader)));
return iterator;
}
@Override
public Configuration getParameters(OperatorID key) {
if (!stubKey.equals(key)) {
return new Configuration();
}
return parameters;
}
public static void setStubFormat(TaskConfig config, OutputFormat outputFormat) {
config.setStubWrapper(new UserCodeObjectWrapper<>(outputFormat));
}
public static void setStubParameters(TaskConfig config, Configuration parameters) {
config.setStubParameters(parameters);
}
}
/**
* Wrapper of multi {@link InputFormat} and {@link OutputFormat} stubs.
*/
public static class MultiFormatStub extends AbstractFormatStub, Map>> {
public MultiFormatStub(TaskConfig config, ClassLoader classLoader) throws Exception {
super(config, classLoader);
}
@Override
public Iterator> getFormat(FormatType type) {
Tuple2, Map> tuple = wrapper.getUserCodeObject(Tuple2.class, classLoader);
if (type == FormatType.INPUT && tuple.f0 != null) {
final Iterator> iterator = tuple.f0.entrySet().iterator();
return new Iterator>() {
@Override
public boolean hasNext() {
return iterator.hasNext();
}
@Override
@SuppressWarnings("unchecked")
public Pair next() {
Map.Entry entry = iterator.next();
return new DefaultPair<>(entry.getKey(), (F) entry.getValue());
}
};
} else if (type == FormatType.OUTPUT && tuple.f1 != null) {
final Iterator> iterator = tuple.f1.entrySet().iterator();
return new Iterator>() {
@Override
public boolean hasNext() {
return iterator.hasNext();
}
@Override
@SuppressWarnings("unchecked")
public Pair next() {
Map.Entry entry = iterator.next();
return new DefaultPair(entry.getKey(), (F) entry.getValue());
}
};
}
return EmptyIterator.get();
}
@Override
public Configuration getParameters(OperatorID operatorID) {
return new DelegatingConfiguration(config.getStubParameters(), operatorID + ".");
}
public static void setStubFormats(
TaskConfig config,
@Nullable Map idInputFormatMap,
@Nullable Map idOutputFormatMap) {
config.setStubWrapper(new UserCodeObjectWrapper<>(new Tuple2<>(idInputFormatMap, idOutputFormatMap)));
}
public static void setStubParameters(TaskConfig config, OperatorID operatorID, Configuration parameters) {
for (String key : parameters.keySet()) {
config.setStubParameter(operatorID + "." + key, parameters.getString(key, null));
}
}
}
/**
* Abstract wrapper for {@link InputFormat} and {@link OutputFormat} stubs.
*/
public abstract static class AbstractFormatStub {
protected final TaskConfig config;
protected final ClassLoader classLoader;
protected final UserCodeWrapper wrapper;
protected final Configuration parameters;
public AbstractFormatStub(TaskConfig config, ClassLoader classLoader) throws Exception {
this.config = checkNotNull(config);
this.classLoader = checkNotNull(classLoader);
try {
this.wrapper = config.getStubWrapper(classLoader);
if (wrapper == null) {
throw new Exception("No " + getClass().getSimpleName() + " present in task configuration.");
}
}
catch (Throwable t) {
throw new Exception("Deserializing " + getClass().getSimpleName() + " failed: " + t.getMessage(), t);
}
parameters = config.getStubParameters();
}
public ClassLoader getClassLoader() {
return classLoader;
}
public abstract Iterator> getFormat(FormatType type);
public abstract Configuration getParameters(STUB_KEY key);
}
/**
* Private constructor to prevent instantiation.
*/
private FormatUtil() {
throw new AssertionError();
}
}
