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.Configuration;
import org.apache.flink.configuration.CoreOptions;
import org.apache.flink.configuration.IllegalConfigurationException;
import org.apache.flink.configuration.WebOptions;
import org.apache.flink.metrics.MetricGroup;
import org.apache.flink.runtime.JobException;
import org.apache.flink.runtime.blob.BlobWriter;
import org.apache.flink.runtime.checkpoint.CheckpointIDCounter;
import org.apache.flink.runtime.checkpoint.CheckpointRecoveryFactory;
import org.apache.flink.runtime.checkpoint.CheckpointStatsTracker;
import org.apache.flink.runtime.checkpoint.CompletedCheckpointStore;
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.CheckpointCoordinatorConfiguration;
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,
BlobWriter blobWriter,
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);
final JobInformation jobInformation = new JobInformation(
jobId,
jobName,
jobGraph.getSerializedExecutionConfig(),
jobGraph.getJobConfiguration(),
jobGraph.getUserJarBlobKeys(),
jobGraph.getClasspaths());
// create a new execution graph, if none exists so far
final ExecutionGraph executionGraph;
try {
executionGraph = (prior != null) ? prior :
new ExecutionGraph(
jobInformation,
futureExecutor,
ioExecutor,
timeout,
restartStrategy,
failoverStrategy,
slotProvider,
classLoader,
blobWriter);
} catch (IOException e) {
throw new JobException("Could not create the ExecutionGraph.", e);
}
// 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(WebOptions.CHECKPOINTS_HISTORY_SIZE);
CheckpointStatsTracker checkpointStatsTracker = new CheckpointStatsTracker(
historySize,
ackVertices,
snapshotSettings.getCheckpointCoordinatorConfiguration(),
metrics);
// The default directory for externalized checkpoints
String externalizedCheckpointsDir = jobManagerConfig.getString(CoreOptions.CHECKPOINTS_DIRECTORY);
// load the state backend for checkpoint metadata.
// if specified in the application, use from there, otherwise load from configuration
final StateBackend metadataBackend;
final SerializedValue applicationConfiguredBackend = snapshotSettings.getDefaultStateBackend();
if (applicationConfiguredBackend != null) {
try {
metadataBackend = applicationConfiguredBackend.deserializeValue(classLoader);
} catch (IOException | ClassNotFoundException e) {
throw new JobExecutionException(jobId, "Could not instantiate configured state backend.", e);
}
log.info("Using application-defined state backend for checkpoint/savepoint metadata: {}.",
metadataBackend);
} 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);
}
}
final CheckpointCoordinatorConfiguration chkConfig = snapshotSettings.getCheckpointCoordinatorConfiguration();
executionGraph.enableCheckpointing(
chkConfig.getCheckpointInterval(),
chkConfig.getCheckpointTimeout(),
chkConfig.getMinPauseBetweenCheckpoints(),
chkConfig.getMaxConcurrentCheckpoints(),
chkConfig.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() {}
}
