org.apache.hadoop.yarn.api.records.Resource 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.hadoop.yarn.api.records;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import org.apache.commons.lang3.NotImplementedException;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceAudience.Private;
import org.apache.hadoop.classification.InterfaceAudience.Public;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.classification.InterfaceStability.Evolving;
import org.apache.hadoop.classification.InterfaceStability.Stable;
import org.apache.hadoop.classification.InterfaceStability.Unstable;
import org.apache.hadoop.util.StringUtils;
import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
import org.apache.hadoop.yarn.api.records.impl.LightWeightResource;
import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
import org.apache.hadoop.yarn.util.resource.ResourceUtils;
/**
* Resource models a set of computer resources in the
* cluster.
*
* Currently it models both memory and CPU.
*
* The unit for memory is megabytes. CPU is modeled with virtual cores
* (vcores), a unit for expressing parallelism. A node's capacity should
* be configured with virtual cores equal to its number of physical cores. A
* container should be requested with the number of cores it can saturate, i.e.
* the average number of threads it expects to have runnable at a time.
*
* Virtual cores take integer values and thus currently CPU-scheduling is
* very coarse. A complementary axis for CPU requests that represents
* processing power will likely be added in the future to enable finer-grained
* resource configuration.
*
* Typically, applications request Resource of suitable
* capability to run their component tasks.
*
* @see ResourceRequest
* @see ApplicationMasterProtocol#allocate(org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest)
*/
@Public
@Stable
public abstract class Resource implements Comparable {
protected ResourceInformation[] resources = null;
@Private
public static final int MEMORY_INDEX = 0;
@Private
public static final int VCORES_INDEX = 1;
@Public
@Stable
public static Resource newInstance(int memory, int vCores) {
return new LightWeightResource(memory, vCores);
}
@Public
@Stable
public static Resource newInstance(long memory, int vCores) {
return new LightWeightResource(memory, vCores);
}
/**
* Create a new {@link Resource} instance with the given CPU and memory
* values and additional resource values as set in the {@code others}
* parameter. Note that the CPU and memory settings in the {@code others}
* parameter will be ignored.
*
* @param memory the memory value
* @param vCores the CPU value
* @param others a map of other resource values indexed by resource name
* @return a {@link Resource} instance with the given resource values
*/
@Public
@Stable
public static Resource newInstance(long memory, int vCores,
Map others) {
if (others != null) {
return new LightWeightResource(memory, vCores,
ResourceUtils.createResourceTypesArray(others));
} else {
return newInstance(memory, vCores);
}
}
@InterfaceAudience.Private
@InterfaceStability.Unstable
public static Resource newInstance(Resource resource) {
Resource ret;
int numberOfKnownResourceTypes = ResourceUtils
.getNumberOfKnownResourceTypes();
if (numberOfKnownResourceTypes > 2) {
ret = new LightWeightResource(resource.getMemorySize(),
resource.getVirtualCores(), resource.getResources());
} else {
ret = new LightWeightResource(resource.getMemorySize(),
resource.getVirtualCores());
}
return ret;
}
@InterfaceAudience.Private
@InterfaceStability.Unstable
public static void copy(Resource source, Resource dest) {
for (ResourceInformation entry : source.getResources()) {
dest.setResourceInformation(entry.getName(), entry);
}
}
/**
* This method is DEPRECATED:
* Use {@link Resource#getMemorySize()} instead
*
* Get memory of the resource. Note - while memory has
* never had a unit specified, all YARN configurations have specified memory
* in MB. The assumption has been that the daemons and applications are always
* using the same units. With the introduction of the ResourceInformation
* class we have support for units - so this function will continue to return
* memory but in the units of MB
*
* @return memory(in MB) of the resource
*/
@Public
@Deprecated
public abstract int getMemory();
/**
* Get memory of the resource. Note - while memory has
* never had a unit specified, all YARN configurations have specified memory
* in MB. The assumption has been that the daemons and applications are always
* using the same units. With the introduction of the ResourceInformation
* class we have support for units - so this function will continue to return
* memory but in the units of MB
*
* @return memory of the resource
*/
@Public
@Stable
public long getMemorySize() {
throw new NotImplementedException(
"This method is implemented by ResourcePBImpl");
}
/**
* Set memory of the resource. Note - while memory has
* never had a unit specified, all YARN configurations have specified memory
* in MB. The assumption has been that the daemons and applications are always
* using the same units. With the introduction of the ResourceInformation
* class we have support for units - so this function will continue to set
* memory but the assumption is that the value passed is in units of MB.
*
* @param memory memory(in MB) of the resource
*/
@Public
@Deprecated
public abstract void setMemory(int memory);
/**
* Set memory of the resource.
* @param memory memory of the resource
*/
@Public
@Stable
public void setMemorySize(long memory) {
throw new NotImplementedException(
"This method is implemented by ResourcePBImpl");
}
/**
* Get number of virtual cpu cores of the resource.
*
* Virtual cores are a unit for expressing CPU parallelism. A node's capacity
* should be configured with virtual cores equal to its number of physical
* cores. A container should be requested with the number of cores it can
* saturate, i.e. the average number of threads it expects to have runnable
* at a time.
*
* @return num of virtual cpu cores of the resource
*/
@Public
@Evolving
public abstract int getVirtualCores();
/**
* Set number of virtual cpu cores of the resource.
*
* Virtual cores are a unit for expressing CPU parallelism. A node's capacity
* should be configured with virtual cores equal to its number of physical
* cores. A container should be requested with the number of cores it can
* saturate, i.e. the average number of threads it expects to have runnable
* at a time.
*
* @param vCores number of virtual cpu cores of the resource
*/
@Public
@Evolving
public abstract void setVirtualCores(int vCores);
/**
* Get ResourceInformation for all resources.
*
* @return Map of resource name to ResourceInformation
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public ResourceInformation[] getResources() {
return resources;
}
/**
* Get list of resource information, this will be used by JAXB.
* @return list of resources copy.
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public List getAllResourcesListCopy() {
List list = new ArrayList<>();
for (ResourceInformation i : resources) {
ResourceInformation ri = new ResourceInformation();
ResourceInformation.copy(i, ri);
list.add(ri);
}
return list;
}
/**
* Get ResourceInformation for a specified resource.
*
* @param resource name of the resource
* @return the ResourceInformation object for the resource
*/
@Public
@InterfaceStability.Unstable
public ResourceInformation getResourceInformation(String resource) {
Integer index = ResourceUtils.getResourceTypeIndex().get(resource);
if (index != null) {
return resources[index];
}
throw new ResourceNotFoundException(this, resource);
}
/**
* Get ResourceInformation for a specified resource from a given index.
*
* @param index
* of the resource
* @return the ResourceInformation object for the resource
* @throws ResourceNotFoundException
* if the resource can't be found
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public ResourceInformation getResourceInformation(int index)
throws ResourceNotFoundException {
ResourceInformation ri = null;
try {
ri = resources[index];
} catch (ArrayIndexOutOfBoundsException e) {
throwExceptionWhenArrayOutOfBound(index);
}
return ri;
}
/**
* Get the value for a specified resource. No information about the units is
* returned.
*
* @param resource name of the resource
* @return the value for the resource
*/
@Public
@InterfaceStability.Unstable
public long getResourceValue(String resource) {
return getResourceInformation(resource).getValue();
}
/**
* Set the ResourceInformation object for a particular resource.
*
* @param resource the resource for which the ResourceInformation is provided
* @param resourceInformation ResourceInformation object
*/
@Public
@InterfaceStability.Unstable
public void setResourceInformation(String resource,
ResourceInformation resourceInformation) {
if (resource.equals(ResourceInformation.MEMORY_URI)) {
this.setMemorySize(resourceInformation.getValue());
return;
}
if (resource.equals(ResourceInformation.VCORES_URI)) {
this.setVirtualCores((int) resourceInformation.getValue());
return;
}
ResourceInformation storedResourceInfo = getResourceInformation(resource);
ResourceInformation.copy(resourceInformation, storedResourceInfo);
}
/**
* Set the ResourceInformation object for a particular resource.
*
* @param index
* the resource index for which the ResourceInformation is provided
* @param resourceInformation
* ResourceInformation object
* @throws ResourceNotFoundException
* if the resource is not found
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public void setResourceInformation(int index,
ResourceInformation resourceInformation)
throws ResourceNotFoundException {
if (index < 0 || index >= resources.length) {
throwExceptionWhenArrayOutOfBound(index);
}
ResourceInformation.copy(resourceInformation, resources[index]);
}
/**
* Set the value of a resource in the ResourceInformation object. The unit of
* the value is assumed to be the one in the ResourceInformation object.
*
* @param resource the resource for which the value is provided.
* @param value the value to set
*/
@Public
@InterfaceStability.Unstable
public void setResourceValue(String resource, long value) {
if (resource.equals(ResourceInformation.MEMORY_URI)) {
this.setMemorySize(value);
return;
}
if (resource.equals(ResourceInformation.VCORES_URI)) {
if (value > Integer.MAX_VALUE) {
value = (long) Integer.MAX_VALUE;
}
this.setVirtualCores((int)value);
return;
}
ResourceInformation storedResourceInfo = getResourceInformation(resource);
storedResourceInfo.setValue(value);
}
/**
* Set the value of a resource in the ResourceInformation object. The unit of
* the value is assumed to be the one in the ResourceInformation object.
*
* @param index
* the resource index for which the value is provided.
* @param value
* the value to set
* @throws ResourceNotFoundException
* if the resource is not found
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public void setResourceValue(int index, long value)
throws ResourceNotFoundException {
try {
resources[index].setValue(value);
} catch (ArrayIndexOutOfBoundsException e) {
throwExceptionWhenArrayOutOfBound(index);
}
}
protected void throwExceptionWhenArrayOutOfBound(int index) {
String exceptionMsg = String.format(
"Trying to access ResourceInformation for given index=%d. "
+ "Acceptable index range is [0,%d), please double check "
+ "configured resources in resource-types.xml",
index, ResourceUtils.getNumberOfKnownResourceTypes());
throw new ResourceNotFoundException(exceptionMsg);
}
@Override
public boolean equals(Object obj) {
if (this == obj) {
return true;
}
if (obj == null) {
return false;
}
if (!(obj instanceof Resource)) {
return false;
}
Resource other = (Resource) obj;
ResourceInformation[] otherVectors = other.getResources();
if (resources.length != otherVectors.length) {
return false;
}
for (int i = 0; i < resources.length; i++) {
ResourceInformation a = resources[i];
ResourceInformation b = otherVectors[i];
if ((a != b) && ((a == null) || !a.equals(b))) {
return false;
}
}
return true;
}
@Override
public int compareTo(Resource other) {
ResourceInformation[] otherResources = other.getResources();
int arrLenThis = this.resources.length;
int arrLenOther = otherResources.length;
// compare memory and vcores first(in that order) to preserve
// existing behavior.
for (int i = 0; i < arrLenThis; i++) {
ResourceInformation otherEntry;
try {
otherEntry = otherResources[i];
} catch (ArrayIndexOutOfBoundsException e) {
// For two vectors with different size and same prefix. Shorter vector
// goes first.
return 1;
}
ResourceInformation entry = resources[i];
long diff = entry.compareTo(otherEntry);
if (diff > 0) {
return 1;
} else if (diff < 0) {
return -1;
}
}
if (arrLenThis < arrLenOther) {
return -1;
}
return 0;
}
@Override
public String toString() {
return getFormattedString(String.valueOf(getMemorySize()));
}
private String getFormattedString(String memory) {
StringBuilder sb = new StringBuilder();
sb.append("");
return sb.toString();
}
/**
* This method is to get memory in terms of KB|MB|GB.
* @return string containing all resources
*/
public String getFormattedString() {
return getFormattedString(
StringUtils.byteDesc(getMemorySize() * 1024 * 1024));
}
@Override
public int hashCode() {
final int prime = 47;
int result = 0;
for (ResourceInformation entry : resources) {
result = prime * result + entry.hashCode();
}
return result;
}
/**
* Convert long to int for a resource value safely. This method assumes
* resource value is positive.
*
* @param value long resource value
* @return int resource value
*/
protected static int castToIntSafely(long value) {
if (value > Integer.MAX_VALUE) {
return Integer.MAX_VALUE;
}
return Long.valueOf(value).intValue();
}
/**
* Create ResourceInformation with basic fields.
* @param name Resource Type Name
* @param unit Default unit of provided resource type
* @param value Value associated with giveb resource
* @return ResourceInformation object
*/
protected static ResourceInformation newDefaultInformation(String name,
String unit, long value) {
ResourceInformation ri = new ResourceInformation();
ri.setName(name);
ri.setValue(value);
ri.setResourceType(ResourceTypes.COUNTABLE);
ri.setUnitsWithoutValidation(unit);
ri.setMinimumAllocation(0);
ri.setMaximumAllocation(Long.MAX_VALUE);
return ri;
}
}