Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/*
* 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.executiongraph;
import org.apache.flink.api.common.ExecutionConfig;
import org.apache.flink.api.common.JobID;
import org.apache.flink.api.common.time.Time;
import org.apache.flink.configuration.CoreOptions;
import org.apache.flink.configuration.ConfigConstants;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.configuration.IllegalConfigurationException;
import org.apache.flink.metrics.MetricGroup;
import org.apache.flink.runtime.JobException;
import org.apache.flink.runtime.checkpoint.CheckpointIDCounter;
import org.apache.flink.runtime.checkpoint.CheckpointRecoveryFactory;
import org.apache.flink.runtime.checkpoint.CompletedCheckpointStore;
import org.apache.flink.runtime.checkpoint.CheckpointStatsTracker;
import org.apache.flink.runtime.checkpoint.MasterTriggerRestoreHook;
import org.apache.flink.runtime.checkpoint.hooks.MasterHooks;
import org.apache.flink.runtime.client.JobExecutionException;
import org.apache.flink.runtime.client.JobSubmissionException;
import org.apache.flink.runtime.executiongraph.failover.FailoverStrategy;
import org.apache.flink.runtime.executiongraph.failover.FailoverStrategyLoader;
import org.apache.flink.runtime.executiongraph.metrics.DownTimeGauge;
import org.apache.flink.runtime.executiongraph.metrics.NumberOfFullRestartsGauge;
import org.apache.flink.runtime.executiongraph.metrics.RestartTimeGauge;
import org.apache.flink.runtime.executiongraph.metrics.UpTimeGauge;
import org.apache.flink.runtime.executiongraph.restart.RestartStrategy;
import org.apache.flink.runtime.instance.SlotProvider;
import org.apache.flink.runtime.jobgraph.JobGraph;
import org.apache.flink.runtime.jobgraph.JobVertex;
import org.apache.flink.runtime.jobgraph.JobVertexID;
import org.apache.flink.runtime.jobgraph.jsonplan.JsonPlanGenerator;
import org.apache.flink.runtime.jobgraph.tasks.JobCheckpointingSettings;
import org.apache.flink.runtime.state.AbstractStateBackend;
import org.apache.flink.runtime.state.StateBackend;
import org.apache.flink.util.DynamicCodeLoadingException;
import org.apache.flink.util.SerializedValue;
import org.slf4j.Logger;
import javax.annotation.Nullable;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.concurrent.Executor;
import java.util.concurrent.ScheduledExecutorService;
import static org.apache.flink.util.Preconditions.checkNotNull;
/**
* Utility class to encapsulate the logic of building an {@link ExecutionGraph} from a {@link JobGraph}.
*/
public class ExecutionGraphBuilder {
/**
* Builds the ExecutionGraph from the JobGraph.
* If a prior execution graph exists, the JobGraph will be attached. If no prior execution
* graph exists, then the JobGraph will become attach to a new empty execution graph.
*/
public static ExecutionGraph buildGraph(
@Nullable ExecutionGraph prior,
JobGraph jobGraph,
Configuration jobManagerConfig,
ScheduledExecutorService futureExecutor,
Executor ioExecutor,
SlotProvider slotProvider,
ClassLoader classLoader,
CheckpointRecoveryFactory recoveryFactory,
Time timeout,
RestartStrategy restartStrategy,
MetricGroup metrics,
int parallelismForAutoMax,
Logger log)
throws JobExecutionException, JobException {
checkNotNull(jobGraph, "job graph cannot be null");
final String jobName = jobGraph.getName();
final JobID jobId = jobGraph.getJobID();
final FailoverStrategy.Factory failoverStrategy =
FailoverStrategyLoader.loadFailoverStrategy(jobManagerConfig, log);
// create a new execution graph, if none exists so far
final ExecutionGraph executionGraph = (prior != null) ? prior :
new ExecutionGraph(
futureExecutor,
ioExecutor,
jobId,
jobName,
jobGraph.getJobConfiguration(),
jobGraph.getSerializedExecutionConfig(),
timeout,
restartStrategy,
failoverStrategy,
jobGraph.getUserJarBlobKeys(),
jobGraph.getClasspaths(),
slotProvider,
classLoader);
// set the basic properties
executionGraph.setScheduleMode(jobGraph.getScheduleMode());
executionGraph.setQueuedSchedulingAllowed(jobGraph.getAllowQueuedScheduling());
try {
executionGraph.setJsonPlan(JsonPlanGenerator.generatePlan(jobGraph));
}
catch (Throwable t) {
log.warn("Cannot create JSON plan for job", t);
// give the graph an empty plan
executionGraph.setJsonPlan("{}");
}
// initialize the vertices that have a master initialization hook
// file output formats create directories here, input formats create splits
final long initMasterStart = System.nanoTime();
log.info("Running initialization on master for job {} ({}).", jobName, jobId);
for (JobVertex vertex : jobGraph.getVertices()) {
String executableClass = vertex.getInvokableClassName();
if (executableClass == null || executableClass.isEmpty()) {
throw new JobSubmissionException(jobId,
"The vertex " + vertex.getID() + " (" + vertex.getName() + ") has no invokable class.");
}
if (vertex.getParallelism() == ExecutionConfig.PARALLELISM_AUTO_MAX) {
vertex.setParallelism(parallelismForAutoMax);
}
try {
vertex.initializeOnMaster(classLoader);
}
catch (Throwable t) {
throw new JobExecutionException(jobId,
"Cannot initialize task '" + vertex.getName() + "': " + t.getMessage(), t);
}
}
log.info("Successfully ran initialization on master in {} ms.",
(System.nanoTime() - initMasterStart) / 1_000_000);
// topologically sort the job vertices and attach the graph to the existing one
List sortedTopology = jobGraph.getVerticesSortedTopologicallyFromSources();
if (log.isDebugEnabled()) {
log.debug("Adding {} vertices from job graph {} ({}).", sortedTopology.size(), jobName, jobId);
}
executionGraph.attachJobGraph(sortedTopology);
if (log.isDebugEnabled()) {
log.debug("Successfully created execution graph from job graph {} ({}).", jobName, jobId);
}
// configure the state checkpointing
JobCheckpointingSettings snapshotSettings = jobGraph.getCheckpointingSettings();
if (snapshotSettings != null) {
List triggerVertices =
idToVertex(snapshotSettings.getVerticesToTrigger(), executionGraph);
List ackVertices =
idToVertex(snapshotSettings.getVerticesToAcknowledge(), executionGraph);
List confirmVertices =
idToVertex(snapshotSettings.getVerticesToConfirm(), executionGraph);
CompletedCheckpointStore completedCheckpoints;
CheckpointIDCounter checkpointIdCounter;
try {
int maxNumberOfCheckpointsToRetain = jobManagerConfig.getInteger(
CoreOptions.MAX_RETAINED_CHECKPOINTS);
if (maxNumberOfCheckpointsToRetain <= 0) {
// warning and use 1 as the default value if the setting in
// state.checkpoints.max-retained-checkpoints is not greater than 0.
log.warn("The setting for '{} : {}' is invalid. Using default value of {}",
CoreOptions.MAX_RETAINED_CHECKPOINTS.key(),
maxNumberOfCheckpointsToRetain,
CoreOptions.MAX_RETAINED_CHECKPOINTS.defaultValue());
maxNumberOfCheckpointsToRetain = CoreOptions.MAX_RETAINED_CHECKPOINTS.defaultValue();
}
completedCheckpoints = recoveryFactory.createCheckpointStore(jobId, maxNumberOfCheckpointsToRetain, classLoader);
checkpointIdCounter = recoveryFactory.createCheckpointIDCounter(jobId);
}
catch (Exception e) {
throw new JobExecutionException(jobId, "Failed to initialize high-availability checkpoint handler", e);
}
// Maximum number of remembered checkpoints
int historySize = jobManagerConfig.getInteger(
ConfigConstants.JOB_MANAGER_WEB_CHECKPOINTS_HISTORY_SIZE,
ConfigConstants.DEFAULT_JOB_MANAGER_WEB_CHECKPOINTS_HISTORY_SIZE);
CheckpointStatsTracker checkpointStatsTracker = new CheckpointStatsTracker(
historySize,
ackVertices,
snapshotSettings,
metrics);
// The default directory for externalized checkpoints
String externalizedCheckpointsDir = jobManagerConfig.getString(
ConfigConstants.CHECKPOINTS_DIRECTORY_KEY, null);
// load the state backend for checkpoint metadata.
// if specified in the application, use from there, otherwise load from configuration
final StateBackend metadataBackend;
final StateBackend applicationConfiguredBackend = snapshotSettings.getDefaultStateBackend();
if (applicationConfiguredBackend != null) {
metadataBackend = applicationConfiguredBackend;
log.info("Using application-defined state backend for checkpoint/savepoint metadata: {}.",
applicationConfiguredBackend);
}
else {
try {
metadataBackend = AbstractStateBackend
.loadStateBackendFromConfigOrCreateDefault(jobManagerConfig, classLoader, log);
}
catch (IllegalConfigurationException | IOException | DynamicCodeLoadingException e) {
throw new JobExecutionException(jobId, "Could not instantiate configured state backend", e);
}
}
// instantiate the user-defined checkpoint hooks
final SerializedValue serializedHooks = snapshotSettings.getMasterHooks();
final List> hooks;
if (serializedHooks == null) {
hooks = Collections.emptyList();
}
else {
final MasterTriggerRestoreHook.Factory[] hookFactories;
try {
hookFactories = serializedHooks.deserializeValue(classLoader);
}
catch (IOException | ClassNotFoundException e) {
throw new JobExecutionException(jobId, "Could not instantiate user-defined checkpoint hooks", e);
}
final Thread thread = Thread.currentThread();
final ClassLoader originalClassLoader = thread.getContextClassLoader();
thread.setContextClassLoader(classLoader);
try {
hooks = new ArrayList<>(hookFactories.length);
for (MasterTriggerRestoreHook.Factory factory : hookFactories) {
hooks.add(MasterHooks.wrapHook(factory.create(), classLoader));
}
}
finally {
thread.setContextClassLoader(originalClassLoader);
}
}
executionGraph.enableCheckpointing(
snapshotSettings.getCheckpointInterval(),
snapshotSettings.getCheckpointTimeout(),
snapshotSettings.getMinPauseBetweenCheckpoints(),
snapshotSettings.getMaxConcurrentCheckpoints(),
snapshotSettings.getExternalizedCheckpointSettings(),
triggerVertices,
ackVertices,
confirmVertices,
hooks,
checkpointIdCounter,
completedCheckpoints,
externalizedCheckpointsDir,
metadataBackend,
checkpointStatsTracker);
}
// create all the metrics for the Execution Graph
metrics.gauge(RestartTimeGauge.METRIC_NAME, new RestartTimeGauge(executionGraph));
metrics.gauge(DownTimeGauge.METRIC_NAME, new DownTimeGauge(executionGraph));
metrics.gauge(UpTimeGauge.METRIC_NAME, new UpTimeGauge(executionGraph));
metrics.gauge(NumberOfFullRestartsGauge.METRIC_NAME, new NumberOfFullRestartsGauge(executionGraph));
executionGraph.getFailoverStrategy().registerMetrics(metrics);
return executionGraph;
}
private static List idToVertex(
List jobVertices, ExecutionGraph executionGraph) throws IllegalArgumentException {
List result = new ArrayList<>(jobVertices.size());
for (JobVertexID id : jobVertices) {
ExecutionJobVertex vertex = executionGraph.getJobVertex(id);
if (vertex != null) {
result.add(vertex);
} else {
throw new IllegalArgumentException(
"The snapshot checkpointing settings refer to non-existent vertex " + id);
}
}
return result;
}
// ------------------------------------------------------------------------
/** This class is not supposed to be instantiated */
private ExecutionGraphBuilder() {}
}
