org.apache.flink.runtime.jobgraph.JobVertex Maven / Gradle / Ivy
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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.flink.runtime.jobgraph;
import org.apache.flink.api.common.ExecutionConfig;
import org.apache.flink.api.common.InputDependencyConstraint;
import org.apache.flink.api.common.operators.ResourceSpec;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.core.io.InputSplitSource;
import org.apache.flink.runtime.io.network.partition.ResultPartitionType;
import org.apache.flink.runtime.jobgraph.tasks.AbstractInvokable;
import org.apache.flink.runtime.jobmanager.scheduler.CoLocationGroup;
import org.apache.flink.runtime.jobmanager.scheduler.SlotSharingGroup;
import org.apache.flink.util.Preconditions;
import javax.annotation.Nullable;
import java.util.ArrayList;
import java.util.List;
import static org.apache.flink.util.Preconditions.checkNotNull;
/**
* The base class for job vertexes.
*/
public class JobVertex implements java.io.Serializable {
private static final long serialVersionUID = 1L;
private static final String DEFAULT_NAME = "(unnamed vertex)";
// --------------------------------------------------------------------------------------------
// Members that define the structure / topology of the graph
// --------------------------------------------------------------------------------------------
/** The ID of the vertex. */
private final JobVertexID id;
/** The alternative IDs of the vertex. */
private final ArrayList idAlternatives = new ArrayList<>();
/** The IDs of all operators contained in this vertex. */
private final ArrayList operatorIDs = new ArrayList<>();
/** The alternative IDs of all operators contained in this vertex. */
private final ArrayList operatorIdsAlternatives = new ArrayList<>();
/** List of produced data sets, one per writer. */
private final ArrayList results = new ArrayList<>();
/** List of edges with incoming data. One per Reader. */
private final ArrayList inputs = new ArrayList<>();
/** Number of subtasks to split this task into at runtime. */
private int parallelism = ExecutionConfig.PARALLELISM_DEFAULT;
/** Maximum number of subtasks to split this task into a runtime. */
private int maxParallelism = -1;
/** The minimum resource of the vertex. */
private ResourceSpec minResources = ResourceSpec.DEFAULT;
/** The preferred resource of the vertex. */
private ResourceSpec preferredResources = ResourceSpec.DEFAULT;
/** Custom configuration passed to the assigned task at runtime. */
private Configuration configuration;
/** The class of the invokable. */
private String invokableClassName;
/** Indicates of this job vertex is stoppable or not. */
private boolean isStoppable = false;
/** Optionally, a source of input splits. */
private InputSplitSource inputSplitSource;
/** The name of the vertex. This will be shown in runtime logs and will be in the runtime environment. */
private String name;
/** Optionally, a sharing group that allows subtasks from different job vertices to run concurrently in one slot. */
private SlotSharingGroup slotSharingGroup;
/** The group inside which the vertex subtasks share slots. */
private CoLocationGroup coLocationGroup;
/** Optional, the name of the operator, such as 'Flat Map' or 'Join', to be included in the JSON plan. */
private String operatorName;
/** Optional, the description of the operator, like 'Hash Join', or 'Sorted Group Reduce',
* to be included in the JSON plan. */
private String operatorDescription;
/** Optional, pretty name of the operator, to be displayed in the JSON plan. */
private String operatorPrettyName;
/** Optional, the JSON for the optimizer properties of the operator result,
* to be included in the JSON plan. */
private String resultOptimizerProperties;
/** The input dependency constraint to schedule this vertex. */
private InputDependencyConstraint inputDependencyConstraint = InputDependencyConstraint.ANY;
// --------------------------------------------------------------------------------------------
/**
* Constructs a new job vertex and assigns it with the given name.
*
* @param name The name of the new job vertex.
*/
public JobVertex(String name) {
this(name, null);
}
/**
* Constructs a new job vertex and assigns it with the given name.
*
* @param name The name of the new job vertex.
* @param id The id of the job vertex.
*/
public JobVertex(String name, JobVertexID id) {
this.name = name == null ? DEFAULT_NAME : name;
this.id = id == null ? new JobVertexID() : id;
// the id lists must have the same size
this.operatorIDs.add(OperatorID.fromJobVertexID(this.id));
this.operatorIdsAlternatives.add(null);
}
/**
* Constructs a new job vertex and assigns it with the given name.
*
* @param name The name of the new job vertex.
* @param primaryId The id of the job vertex.
* @param alternativeIds The alternative ids of the job vertex.
* @param operatorIds The ids of all operators contained in this job vertex.
* @param alternativeOperatorIds The alternative ids of all operators contained in this job vertex-
*/
public JobVertex(String name, JobVertexID primaryId, List alternativeIds, List operatorIds, List alternativeOperatorIds) {
Preconditions.checkArgument(operatorIds.size() == alternativeOperatorIds.size());
this.name = name == null ? DEFAULT_NAME : name;
this.id = primaryId == null ? new JobVertexID() : primaryId;
this.idAlternatives.addAll(alternativeIds);
this.operatorIDs.addAll(operatorIds);
this.operatorIdsAlternatives.addAll(alternativeOperatorIds);
}
// --------------------------------------------------------------------------------------------
/**
* Returns the ID of this job vertex.
*
* @return The ID of this job vertex
*/
public JobVertexID getID() {
return this.id;
}
/**
* Returns a list of all alternative IDs of this job vertex.
*
* @return List of all alternative IDs for this job vertex
*/
public List getIdAlternatives() {
return idAlternatives;
}
/**
* Returns the name of the vertex.
*
* @return The name of the vertex.
*/
public String getName() {
return this.name;
}
/**
* Sets the name of the vertex.
*
* @param name The new name.
*/
public void setName(String name) {
this.name = name == null ? DEFAULT_NAME : name;
}
/**
* Returns the number of produced intermediate data sets.
*
* @return The number of produced intermediate data sets.
*/
public int getNumberOfProducedIntermediateDataSets() {
return this.results.size();
}
/**
* Returns the number of inputs.
*
* @return The number of inputs.
*/
public int getNumberOfInputs() {
return this.inputs.size();
}
public List getOperatorIDs() {
return operatorIDs;
}
public List getUserDefinedOperatorIDs() {
return operatorIdsAlternatives;
}
/**
* Returns the vertex's configuration object which can be used to pass custom settings to the task at runtime.
*
* @return the vertex's configuration object
*/
public Configuration getConfiguration() {
if (this.configuration == null) {
this.configuration = new Configuration();
}
return this.configuration;
}
public void setInvokableClass(Class invokable) {
Preconditions.checkNotNull(invokable);
this.invokableClassName = invokable.getName();
}
/**
* Returns the name of the invokable class which represents the task of this vertex.
*
* @return The name of the invokable class, null if not set.
*/
public String getInvokableClassName() {
return this.invokableClassName;
}
/**
* Returns the invokable class which represents the task of this vertex.
*
* @param cl The classloader used to resolve user-defined classes
* @return The invokable class, null if it is not set
*/
public Class getInvokableClass(ClassLoader cl) {
if (cl == null) {
throw new NullPointerException("The classloader must not be null.");
}
if (invokableClassName == null) {
return null;
}
try {
return Class.forName(invokableClassName, true, cl).asSubclass(AbstractInvokable.class);
}
catch (ClassNotFoundException e) {
throw new RuntimeException("The user-code class could not be resolved.", e);
}
catch (ClassCastException e) {
throw new RuntimeException("The user-code class is no subclass of " + AbstractInvokable.class.getName(), e);
}
}
/**
* Gets the parallelism of the task.
*
* @return The parallelism of the task.
*/
public int getParallelism() {
return parallelism;
}
/**
* Sets the parallelism for the task.
*
* @param parallelism The parallelism for the task.
*/
public void setParallelism(int parallelism) {
if (parallelism < 1) {
throw new IllegalArgumentException("The parallelism must be at least one.");
}
this.parallelism = parallelism;
}
/**
* Gets the maximum parallelism for the task.
*
* @return The maximum parallelism for the task.
*/
public int getMaxParallelism() {
return maxParallelism;
}
/**
* Sets the maximum parallelism for the task.
*
* @param maxParallelism The maximum parallelism to be set. must be between 1 and Short.MAX_VALUE.
*/
public void setMaxParallelism(int maxParallelism) {
this.maxParallelism = maxParallelism;
}
/**
* Gets the minimum resource for the task.
*
* @return The minimum resource for the task.
*/
public ResourceSpec getMinResources() {
return minResources;
}
/**
* Gets the preferred resource for the task.
*
* @return The preferred resource for the task.
*/
public ResourceSpec getPreferredResources() {
return preferredResources;
}
/**
* Sets the minimum and preferred resources for the task.
*
* @param minResources The minimum resource for the task.
* @param preferredResources The preferred resource for the task.
*/
public void setResources(ResourceSpec minResources, ResourceSpec preferredResources) {
this.minResources = checkNotNull(minResources);
this.preferredResources = checkNotNull(preferredResources);
}
public InputSplitSource getInputSplitSource() {
return inputSplitSource;
}
public void setInputSplitSource(InputSplitSource inputSplitSource) {
this.inputSplitSource = inputSplitSource;
}
public List getProducedDataSets() {
return this.results;
}
public List getInputs() {
return this.inputs;
}
/**
* Associates this vertex with a slot sharing group for scheduling. Different vertices in the same
* slot sharing group can run one subtask each in the same slot.
*
* @param grp The slot sharing group to associate the vertex with.
*/
public void setSlotSharingGroup(SlotSharingGroup grp) {
if (this.slotSharingGroup != null) {
this.slotSharingGroup.removeVertexFromGroup(this.getID(), this.getMinResources());
}
this.slotSharingGroup = grp;
if (grp != null) {
grp.addVertexToGroup(this.getID(), this.getMinResources());
}
}
/**
* Gets the slot sharing group that this vertex is associated with. Different vertices in the same
* slot sharing group can run one subtask each in the same slot. If the vertex is not associated with
* a slot sharing group, this method returns {@code null}.
*
* @return The slot sharing group to associate the vertex with, or {@code null}, if not associated with one.
*/
@Nullable
public SlotSharingGroup getSlotSharingGroup() {
return slotSharingGroup;
}
/**
* Tells this vertex to strictly co locate its subtasks with the subtasks of the given vertex.
* Strict co-location implies that the n'th subtask of this vertex will run on the same parallel computing
* instance (TaskManager) as the n'th subtask of the given vertex.
*
* NOTE: Co-location is only possible between vertices in a slot sharing group.
*
*
NOTE: This vertex must (transitively) depend on the vertex to be co-located with. That means that the
* respective vertex must be a (transitive) input of this vertex.
*
* @param strictlyCoLocatedWith The vertex whose subtasks to co-locate this vertex's subtasks with.
*
* @throws IllegalArgumentException Thrown, if this vertex and the vertex to co-locate with are not in a common
* slot sharing group.
*
* @see #setSlotSharingGroup(SlotSharingGroup)
*/
public void setStrictlyCoLocatedWith(JobVertex strictlyCoLocatedWith) {
if (this.slotSharingGroup == null || this.slotSharingGroup != strictlyCoLocatedWith.slotSharingGroup) {
throw new IllegalArgumentException("Strict co-location requires that both vertices are in the same slot sharing group.");
}
CoLocationGroup thisGroup = this.coLocationGroup;
CoLocationGroup otherGroup = strictlyCoLocatedWith.coLocationGroup;
if (otherGroup == null) {
if (thisGroup == null) {
CoLocationGroup group = new CoLocationGroup(this, strictlyCoLocatedWith);
this.coLocationGroup = group;
strictlyCoLocatedWith.coLocationGroup = group;
}
else {
thisGroup.addVertex(strictlyCoLocatedWith);
strictlyCoLocatedWith.coLocationGroup = thisGroup;
}
}
else {
if (thisGroup == null) {
otherGroup.addVertex(this);
this.coLocationGroup = otherGroup;
}
else {
// both had yet distinct groups, we need to merge them
thisGroup.mergeInto(otherGroup);
}
}
}
public CoLocationGroup getCoLocationGroup() {
return coLocationGroup;
}
public void updateCoLocationGroup(CoLocationGroup group) {
this.coLocationGroup = group;
}
// --------------------------------------------------------------------------------------------
public IntermediateDataSet createAndAddResultDataSet(ResultPartitionType partitionType) {
return createAndAddResultDataSet(new IntermediateDataSetID(), partitionType);
}
public IntermediateDataSet createAndAddResultDataSet(
IntermediateDataSetID id,
ResultPartitionType partitionType) {
IntermediateDataSet result = new IntermediateDataSet(id, partitionType, this);
this.results.add(result);
return result;
}
public JobEdge connectDataSetAsInput(IntermediateDataSet dataSet, DistributionPattern distPattern) {
JobEdge edge = new JobEdge(dataSet, this, distPattern);
this.inputs.add(edge);
dataSet.addConsumer(edge);
return edge;
}
public JobEdge connectNewDataSetAsInput(
JobVertex input,
DistributionPattern distPattern,
ResultPartitionType partitionType) {
IntermediateDataSet dataSet = input.createAndAddResultDataSet(partitionType);
JobEdge edge = new JobEdge(dataSet, this, distPattern);
this.inputs.add(edge);
dataSet.addConsumer(edge);
return edge;
}
public void connectIdInput(IntermediateDataSetID dataSetId, DistributionPattern distPattern) {
JobEdge edge = new JobEdge(dataSetId, this, distPattern);
this.inputs.add(edge);
}
// --------------------------------------------------------------------------------------------
public boolean isInputVertex() {
return this.inputs.isEmpty();
}
public boolean isStoppable() {
return this.isStoppable;
}
public boolean isOutputVertex() {
return this.results.isEmpty();
}
public boolean hasNoConnectedInputs() {
for (JobEdge edge : inputs) {
if (!edge.isIdReference()) {
return false;
}
}
return true;
}
// --------------------------------------------------------------------------------------------
/**
* A hook that can be overwritten by sub classes to implement logic that is called by the
* master when the job starts.
*
* @param loader The class loader for user defined code.
* @throws Exception The method may throw exceptions which cause the job to fail immediately.
*/
public void initializeOnMaster(ClassLoader loader) throws Exception {}
/**
* A hook that can be overwritten by sub classes to implement logic that is called by the
* master after the job completed.
*
* @param loader The class loader for user defined code.
* @throws Exception The method may throw exceptions which cause the job to fail immediately.
*/
public void finalizeOnMaster(ClassLoader loader) throws Exception {}
// --------------------------------------------------------------------------------------------
public String getOperatorName() {
return operatorName;
}
public void setOperatorName(String operatorName) {
this.operatorName = operatorName;
}
public String getOperatorDescription() {
return operatorDescription;
}
public void setOperatorDescription(String operatorDescription) {
this.operatorDescription = operatorDescription;
}
public void setOperatorPrettyName(String operatorPrettyName) {
this.operatorPrettyName = operatorPrettyName;
}
public String getOperatorPrettyName() {
return operatorPrettyName;
}
public String getResultOptimizerProperties() {
return resultOptimizerProperties;
}
public void setResultOptimizerProperties(String resultOptimizerProperties) {
this.resultOptimizerProperties = resultOptimizerProperties;
}
public InputDependencyConstraint getInputDependencyConstraint() {
return inputDependencyConstraint;
}
public void setInputDependencyConstraint(InputDependencyConstraint inputDependencyConstraint) {
this.inputDependencyConstraint = inputDependencyConstraint;
}
// --------------------------------------------------------------------------------------------
@Override
public String toString() {
return this.name + " (" + this.invokableClassName + ')';
}
}