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Posted to common-commits@hadoop.apache.org by as...@apache.org on 2016/12/13 20:15:57 UTC

[01/13] hadoop git commit: YARN-5707. Add manager class for resource profiles. Contributed by Varun Vasudev.

Repository: hadoop
Updated Branches:
  refs/heads/YARN-5501 [created] bb6e4f08e


YARN-5707. Add manager class for resource profiles. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/8699cc61
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/8699cc61
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/8699cc61

Branch: refs/heads/YARN-5501
Commit: 8699cc61efff3845f0a9b05e8468515e72839447
Parents: 66c487c
Author: Varun Vasudev <vv...@apache.org>
Authored: Sat Oct 8 19:43:33 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../hadoop/yarn/conf/YarnConfiguration.java     |  23 +++
 .../yarn/conf/TestYarnConfigurationFields.java  |   4 +
 .../src/main/resources/yarn-default.xml         |  16 ++
 .../hadoop-yarn-server-resourcemanager/pom.xml  |   5 +
 .../resource/ResourceProfilesManager.java       |  46 +++++
 .../resource/ResourceProfilesManagerImpl.java   | 176 +++++++++++++++++++
 .../resource/TestResourceProfiles.java          | 142 +++++++++++++++
 .../resources/profiles/illegal-profiles-1.json  |  10 ++
 .../resources/profiles/illegal-profiles-2.json  |  10 ++
 .../resources/profiles/illegal-profiles-3.json  |  10 ++
 .../resources/profiles/sample-profiles-1.json   |  14 ++
 .../resources/profiles/sample-profiles-2.json   |  26 +++
 12 files changed, 482 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
index 888ff83..4154d9f 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
@@ -818,6 +818,29 @@ public class YarnConfiguration extends Configuration {
   public static final String RM_PROXY_USER_PREFIX = RM_PREFIX + "proxyuser.";
 
   /**
+   * Enable/disable resource profiles.
+   */
+  @Public
+  @Unstable
+  public static final String RM_RESOURCE_PROFILES_ENABLED =
+      RM_PREFIX + "resource-profiles.enabled";
+  @Public
+  @Unstable
+  public static final boolean DEFAULT_RM_RESOURCE_PROFILES_ENABLED = false;
+
+  /**
+   * File containing resource profiles.
+   */
+  @Public
+  @Unstable
+  public static final String RM_RESOURCE_PROFILES_SOURCE_FILE =
+      RM_PREFIX + "resource-profiles.source-file";
+  @Public
+  @Unstable
+  public static final String DEFAULT_RM_RESOURCE_PROFILES_SOURCE_FILE =
+      "resource-profiles.json";
+
+  /**
    * Timeout in seconds for YARN node graceful decommission.
    * This is the maximal time to wait for running containers and applications
    * to complete before transition a DECOMMISSIONING node into DECOMMISSIONED.

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestYarnConfigurationFields.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestYarnConfigurationFields.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestYarnConfigurationFields.java
index 3da4bab..4427390 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestYarnConfigurationFields.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestYarnConfigurationFields.java
@@ -84,6 +84,10 @@ public class TestYarnConfigurationFields extends TestConfigurationFieldsBase {
     // Used as Java command line properties, not XML
     configurationPrefixToSkipCompare.add("yarn.app.container");
 
+    // Ignore default file name for resource profiles
+    configurationPropsToSkipCompare
+        .add(YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_SOURCE_FILE);
+
     // Ignore NodeManager "work in progress" variables
     configurationPrefixToSkipCompare
         .add(YarnConfiguration.NM_NETWORK_RESOURCE_ENABLED);

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
index f911794..775b9e9 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
@@ -938,6 +938,22 @@
     <value>600000</value>
   </property>
 
+  <property>
+    <description>
+    Flag to enable/disable resource profiles
+    </description>
+    <name>yarn.resourcemanager.resource-profiles.enabled</name>
+    <value>false</value>
+  </property>
+
+  <property>
+    <description>
+    If resource profiles is enabled, source file for the profiles
+    </description>
+    <name>yarn.resourcemanager.resource-profiles.source-file</name>
+    <value>resource-profiles.json</value>
+  </property>
+
   <!-- Node Manager Configuration -->
 
   <property>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/pom.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/pom.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/pom.xml
index f7d22a6..9d5c6d6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/pom.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/pom.xml
@@ -338,6 +338,11 @@
             <exclude>src/test/resources/submit-reservation.json</exclude>
             <exclude>src/test/resources/delete-reservation.json</exclude>
             <exclude>src/test/resources/update-reservation.json</exclude>
+            <exclude>src/test/resources/profiles/sample-profiles-1.json</exclude>
+            <exclude>src/test/resources/profiles/sample-profiles-2.json</exclude>
+            <exclude>src/test/resources/profiles/illegal-profiles-1.json</exclude>
+            <exclude>src/test/resources/profiles/illegal-profiles-2.json</exclude>
+            <exclude>src/test/resources/profiles/illegal-profiles-3.json</exclude>
           </excludes>
         </configuration>
       </plugin>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManager.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManager.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManager.java
new file mode 100644
index 0000000..af54f05
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManager.java
@@ -0,0 +1,46 @@
+/**
+ * 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.server.resourcemanager.resource;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.records.Resource;
+
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * Interface for the resource profiles manager. Provides an interface to get
+ * the list of available profiles and some helper functions.
+ */
+public interface ResourceProfilesManager {
+
+  void init(Configuration config) throws IOException;
+
+  Resource getProfile(String profile);
+
+  Map<String, Resource> getResourceProfiles();
+
+  void reloadProfiles() throws IOException;
+
+  Resource getDefaultProfile();
+
+  Resource getMinimumProfile();
+
+  Resource getMaximumProfile();
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
new file mode 100644
index 0000000..4bef333
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
@@ -0,0 +1,176 @@
+/**
+ * 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.server.resourcemanager.resource;
+
+import com.google.common.annotations.VisibleForTesting;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
+import org.apache.hadoop.yarn.util.resource.Resources;
+import org.codehaus.jackson.map.ObjectMapper;
+
+import java.io.File;
+import java.io.IOException;
+import java.net.URL;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Iterator;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class ResourceProfilesManagerImpl implements ResourceProfilesManager {
+
+  private static final Log LOG =
+      LogFactory.getLog(ResourceProfilesManagerImpl.class);
+
+  private final Map<String, Resource> profiles = new ConcurrentHashMap<>();
+  private Configuration conf;
+
+  private static final String MEMORY = ResourceInformation.MEMORY_MB.getName();
+  private static final String VCORES = ResourceInformation.VCORES.getName();
+
+  private static final String DEFAULT_PROFILE = "default";
+  private static final String MINIMUM_PROFILE = "minimum";
+  private static final String MAXIMUM_PROFILE = "maximum";
+
+  private static final String[] MANDATORY_PROFILES =
+      { DEFAULT_PROFILE, MINIMUM_PROFILE, MAXIMUM_PROFILE };
+
+  public void init(Configuration config) throws IOException {
+    conf = config;
+    loadProfiles();
+  }
+
+  private void loadProfiles() throws IOException {
+    boolean profilesEnabled =
+        conf.getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    if (!profilesEnabled) {
+      return;
+    }
+    String sourceFile =
+        conf.get(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_SOURCE_FILE);
+    String resourcesFile = sourceFile;
+    ClassLoader classLoader = Thread.currentThread().getContextClassLoader();
+    if (classLoader == null) {
+      classLoader = ResourceProfilesManagerImpl.class.getClassLoader();
+    }
+    if (classLoader != null) {
+      URL tmp = classLoader.getResource(sourceFile);
+      if (tmp != null) {
+        resourcesFile = tmp.getPath();
+      }
+    }
+    ObjectMapper mapper = new ObjectMapper();
+    Map data = mapper.readValue(new File(resourcesFile), Map.class);
+    Iterator iterator = data.entrySet().iterator();
+    while (iterator.hasNext()) {
+      Map.Entry entry = (Map.Entry) iterator.next();
+      String key = entry.getKey().toString();
+      if (entry.getValue() instanceof Map) {
+        Map value = (Map) entry.getValue();
+        // ensure memory and vcores are specified
+        if (!value.containsKey(MEMORY) || !value.containsKey(VCORES)) {
+          throw new IOException(
+              "Illegal resource profile definition; profile '" + key
+                  + "' must contain '" + MEMORY + "' and '" + VCORES + "'");
+        }
+        Resource resource = parseResource(key, value);
+        profiles.put(key, resource);
+        LOG.info("Added profile '" + key + "' with resources " + resource);
+      }
+    }
+    // check to make sure mandatory profiles are present
+    for (String profile : MANDATORY_PROFILES) {
+      if (!profiles.containsKey(profile)) {
+        throw new IOException(
+            "Mandatory profile missing '" + profile + "' missing. "
+                + Arrays.toString(MANDATORY_PROFILES) + " must be present");
+      }
+    }
+    LOG.info("Loaded profiles " + profiles.keySet());
+  }
+
+  private Resource parseResource(String key, Map value) throws IOException {
+    Resource resource = Resource.newInstance(0, 0);
+    Iterator iterator = value.entrySet().iterator();
+    Map<String, ResourceInformation> resourceTypes =
+        ResourceUtils.getResourceTypes();
+    while (iterator.hasNext()) {
+      Map.Entry resourceEntry = (Map.Entry) iterator.next();
+      String resourceName = resourceEntry.getKey().toString();
+      ResourceInformation resourceValue =
+          fromString(resourceName, resourceEntry.getValue().toString());
+      if (resourceName.equals(MEMORY)) {
+        resource.setMemorySize(resourceValue.getValue());
+        continue;
+      }
+      if (resourceName.equals(VCORES)) {
+        resource.setVirtualCores(resourceValue.getValue().intValue());
+        continue;
+      }
+      if (resourceTypes.containsKey(resourceName)) {
+        resource.setResourceInformation(resourceName, resourceValue);
+      } else {
+        throw new IOException("Unrecognized resource type '" + resourceName
+            + "'. Recognized resource types are '" + resourceTypes.keySet()
+            + "'");
+      }
+    }
+    return resource;
+  }
+
+  public Resource getProfile(String profile) {
+    return Resources.clone(profiles.get(profile));
+  }
+
+  public Map<String, Resource> getResourceProfiles() {
+    return Collections.unmodifiableMap(profiles);
+  }
+
+  @VisibleForTesting
+  public void reloadProfiles() throws IOException {
+    profiles.clear();
+    loadProfiles();
+  }
+
+  public Resource getDefaultProfile() {
+    return getProfile(DEFAULT_PROFILE);
+  }
+
+  public Resource getMinimumProfile() {
+    return getProfile(MINIMUM_PROFILE);
+  }
+
+  public Resource getMaximumProfile() {
+    return getProfile(MAXIMUM_PROFILE);
+  }
+
+  private ResourceInformation fromString(String name, String value) {
+    String units = ResourceUtils.getUnits(value);
+    Long resourceValue =
+        Long.valueOf(value.substring(0, value.length() - units.length()));
+    return ResourceInformation.newInstance(name, units, resourceValue);
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResourceProfiles.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResourceProfiles.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResourceProfiles.java
new file mode 100644
index 0000000..c542ed8
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResourceProfiles.java
@@ -0,0 +1,142 @@
+/**
+ * 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.server.resourcemanager.resource;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+public class TestResourceProfiles {
+
+  @Test
+  public void testProfilesEnabled() throws Exception {
+    ResourceProfilesManager manager = new ResourceProfilesManagerImpl();
+    Configuration conf = new Configuration();
+    // be default resource profiles should not be enabled
+    manager.init(conf);
+    Map<String, Resource> profiles = manager.getResourceProfiles();
+    Assert.assertTrue(profiles.isEmpty());
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    try {
+      manager.init(conf);
+      Assert.fail(
+          "Exception should be thrown due to missing resource profiles file");
+    } catch (IOException ie) {
+    }
+    conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+        "profiles/sample-profiles-1.json");
+    manager.init(conf);
+  }
+
+  @Test
+  public void testLoadProfiles() throws Exception {
+    ResourceProfilesManager manager = new ResourceProfilesManagerImpl();
+    Configuration conf = new Configuration();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+        "profiles/sample-profiles-1.json");
+    manager.init(conf);
+    Map<String, Resource> profiles = manager.getResourceProfiles();
+    Map<String, Resource> expected = new HashMap<>();
+    expected.put("minimum", Resource.newInstance(1024, 1));
+    expected.put("default", Resource.newInstance(2048, 2));
+    expected.put("maximum", Resource.newInstance(4096, 4));
+
+    for (Map.Entry<String, Resource> entry : expected.entrySet()) {
+      String profile = entry.getKey();
+      Resource res = entry.getValue();
+      Assert.assertTrue("Mandatory profile '" + profile + "' missing",
+          profiles.containsKey(profile));
+      Assert.assertEquals("Profile " + profile + "' resources don't match", res,
+          manager.getProfile(profile));
+    }
+  }
+
+  @Test
+  public void testLoadProfilesMissingMandatoryProfile() throws Exception {
+
+    Configuration conf = new Configuration();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+
+    String[] badProfiles = { "profiles/illegal-profiles-1.json",
+        "profiles/illegal-profiles-2.json",
+        "profiles/illegal-profiles-3.json" };
+    for (String file : badProfiles) {
+      ResourceProfilesManager manager = new ResourceProfilesManagerImpl();
+      conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE, file);
+      try {
+        manager.init(conf);
+        Assert.fail("Bad profile '" + file + "' is not valid");
+      } catch (IOException ie) {
+      }
+    }
+  }
+
+  @Test
+  public void testGetProfile() throws Exception {
+    Configuration conf = new Configuration();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    ResourceProfilesManager manager = new ResourceProfilesManagerImpl();
+    conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+        "profiles/sample-profiles-2.json");
+    manager.init(conf);
+    Map<String, Resource> expected = new HashMap<>();
+    expected.put("minimum", Resource.newInstance(1024, 1));
+    expected.put("default", Resource.newInstance(2048, 2));
+    expected.put("maximum", Resource.newInstance(4096, 4));
+    expected.put("small", Resource.newInstance(1024, 1));
+    expected.put("medium", Resource.newInstance(2048, 1));
+    expected.put("large", Resource.newInstance(4096, 4));
+
+    for (Map.Entry<String, Resource> entry : expected.entrySet()) {
+      String profile = entry.getKey();
+      Resource res = entry.getValue();
+      Assert.assertEquals("Profile " + profile + "' resources don't match", res,
+          manager.getProfile(profile));
+    }
+  }
+
+  @Test
+  public void testGetMandatoryProfiles() throws Exception {
+    ResourceProfilesManager manager = new ResourceProfilesManagerImpl();
+    Configuration conf = new Configuration();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+        "profiles/sample-profiles-1.json");
+    manager.init(conf);
+    Map<String, Resource> expected = new HashMap<>();
+    expected.put("minimum", Resource.newInstance(1024, 1));
+    expected.put("default", Resource.newInstance(2048, 2));
+    expected.put("maximum", Resource.newInstance(4096, 4));
+
+    Assert.assertEquals("Profile 'minimum' resources don't match",
+        expected.get("minimum"), manager.getMinimumProfile());
+    Assert.assertEquals("Profile 'default' resources don't match",
+        expected.get("default"), manager.getDefaultProfile());
+    Assert.assertEquals("Profile 'maximum' resources don't match",
+        expected.get("maximum"), manager.getMaximumProfile());
+
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-1.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-1.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-1.json
new file mode 100644
index 0000000..b6aca96
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-1.json
@@ -0,0 +1,10 @@
+{
+    "minimum": {
+        "memoryMB" : 1024,
+        "vcores" : 1
+    },
+    "default" : {
+        "memoryMB" : 2048,
+        "vcores" : 2
+    },
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-2.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-2.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-2.json
new file mode 100644
index 0000000..d62a311
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-2.json
@@ -0,0 +1,10 @@
+{
+    "minimum": {
+        "memoryMB" : 1024,
+        "vcores" : 1
+    },
+    "maximum" : {
+        "memoryMB": 4096,
+        "vcores" : 4
+    }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-3.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-3.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-3.json
new file mode 100644
index 0000000..9ee74de
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/illegal-profiles-3.json
@@ -0,0 +1,10 @@
+{
+    "default" : {
+        "memoryMB" : 2048,
+        "vcores" : 2
+    },
+    "maximum" : {
+        "memoryMB": 4096,
+        "vcores" : 4
+    }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-1.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-1.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-1.json
new file mode 100644
index 0000000..65b7360
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-1.json
@@ -0,0 +1,14 @@
+{
+    "minimum": {
+        "memory-mb" : 1024,
+        "vcores" : 1
+    },
+    "default" : {
+        "memory-mb" : 2048,
+        "vcores" : 2
+    },
+    "maximum" : {
+        "memory-mb": 4096,
+        "vcores" : 4
+    }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/8699cc61/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-2.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-2.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-2.json
new file mode 100644
index 0000000..c235671
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/resources/profiles/sample-profiles-2.json
@@ -0,0 +1,26 @@
+{
+    "minimum": {
+        "memory-mb" : 1024,
+        "vcores" : 1
+    },
+    "default" : {
+        "memory-mb" : 2048,
+        "vcores" : 2
+    },
+    "maximum" : {
+        "memory-mb": 4096,
+        "vcores" : 4
+    },
+    "small" : {
+        "memory-mb": 1024,
+        "vcores": 1
+    },
+    "medium" : {
+        "memory-mb": 2048,
+        "vcores": 1
+    },
+    "large": {
+        "memory-mb" : 4096,
+        "vcores" : 4
+    }
+}


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[03/13] hadoop git commit: YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)

Posted by as...@apache.org.
YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/04536d84
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/04536d84
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/04536d84

Branch: refs/heads/YARN-5501
Commit: 04536d84e34fd14e8a2c3da48f027be3d102b1c3
Parents: e439c47
Author: Arun Suresh <as...@apache.org>
Authored: Thu Mar 17 23:50:22 2016 -0700
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../yarn/api/records/ResourceInformation.java   |  2 +-
 .../hadoop/yarn/util/UnitsConversionUtil.java   | 45 ++++++++++++++------
 .../yarn/util/TestUnitsConversionUtil.java      | 17 +++++++-
 .../api/records/impl/pb/ResourcePBImpl.java     |  2 +-
 .../yarn/util/resource/TestResourceUtils.java   |  2 +-
 5 files changed, 52 insertions(+), 16 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/04536d84/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
index 80e3192..a17e81b 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
@@ -36,7 +36,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   private static final String VCORES_URI = "vcores";
 
   public static final ResourceInformation MEMORY_MB =
-      ResourceInformation.newInstance(MEMORY_URI, "M");
+      ResourceInformation.newInstance(MEMORY_URI, "Mi");
   public static final ResourceInformation VCORES =
       ResourceInformation.newInstance(VCORES_URI);
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/04536d84/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
index 7785263..47bb3df 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
@@ -46,7 +46,8 @@ public class UnitsConversionUtil {
   }
 
   private static final String[] UNITS =
-      {"p", "n", "u", "m", "", "k", "M", "G", "T", "P"};
+      { "p", "n", "u", "m", "", "k", "M", "G", "T", "P", "Ki", "Mi", "Gi", "Ti",
+          "Pi" };
   private static final List<String> SORTED_UNITS = Arrays.asList(UNITS);
   public static final Set<String> KNOWN_UNITS = createKnownUnitsSet();
   private static final Converter PICO =
@@ -65,6 +66,15 @@ public class UnitsConversionUtil {
   private static final Converter PETA =
       new Converter(1000L * 1000L * 1000L * 1000L * 1000L, 1L);
 
+  private static final Converter KILO_BINARY = new Converter(1024L, 1L);
+  private static final Converter MEGA_BINARY = new Converter(1024L * 1024L, 1L);
+  private static final Converter GIGA_BINARY =
+      new Converter(1024L * 1024L * 1024L, 1L);
+  private static final Converter TERA_BINARY =
+      new Converter(1024L * 1024L * 1024L * 1024L, 1L);
+  private static final Converter PETA_BINARY =
+      new Converter(1024L * 1024L * 1024L * 1024L * 1024L, 1L);
+
   private static Set<String> createKnownUnitsSet() {
     Set<String> ret = new HashSet<>();
     ret.addAll(Arrays.asList(UNITS));
@@ -93,6 +103,16 @@ public class UnitsConversionUtil {
       return TERA;
     case "P":
       return PETA;
+    case "Ki":
+      return KILO_BINARY;
+    case "Mi":
+      return MEGA_BINARY;
+    case "Gi":
+      return GIGA_BINARY;
+    case "Ti":
+      return TERA_BINARY;
+    case "Pi":
+      return PETA_BINARY;
     default:
       throw new IllegalArgumentException(
           "Unknown unit '" + unit + "'. Known units are " + KNOWN_UNITS);
@@ -112,28 +132,29 @@ public class UnitsConversionUtil {
     if (toUnit == null || fromUnit == null || fromValue == null) {
       throw new IllegalArgumentException("One or more arguments are null");
     }
-    Long tmp;
     String overflowMsg =
         "Converting " + fromValue + " from '" + fromUnit + "' to '" + toUnit
             + "' will result in an overflow of Long";
+    if (fromUnit.equals(toUnit)) {
+      return fromValue;
+    }
     Converter fc = getConverter(fromUnit);
     Converter tc = getConverter(toUnit);
     Long numerator = fc.numerator * tc.denominator;
     Long denominator = fc.denominator * tc.numerator;
+    Long numeratorMultiplierLimit = Long.MAX_VALUE / numerator;
     if (numerator < denominator) {
-      if (!toUnit.equals(fromUnit)) {
-        tmp = Long.MAX_VALUE / numerator;
-        if (tmp < fromValue) {
-          throw new IllegalArgumentException(overflowMsg);
-        }
+      if (numeratorMultiplierLimit < fromValue) {
+        throw new IllegalArgumentException(overflowMsg);
       }
       return (fromValue * numerator) / denominator;
     }
-    tmp = numerator / denominator;
-    if (!toUnit.equals(fromUnit)) {
-      if ((Long.MAX_VALUE / tmp) < fromValue) {
-        throw new IllegalArgumentException(overflowMsg);
-      }
+    if (numeratorMultiplierLimit > fromValue) {
+      return (numerator * fromValue) / denominator;
+    }
+    Long tmp = numerator / denominator;
+    if ((Long.MAX_VALUE / tmp) < fromValue) {
+      throw new IllegalArgumentException(overflowMsg);
     }
     return fromValue * tmp;
   }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/04536d84/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
index 421768f..0f999e8 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
@@ -18,7 +18,6 @@
 
 package org.apache.hadoop.yarn.util;
 
-import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -45,6 +44,7 @@ public class TestUnitsConversionUtil {
     fromUnit = "";
     Assert.assertEquals("kilo test failed", Long.valueOf(test / 1000l),
         UnitsConversionUtil.convert(fromUnit, "k", test));
+
     Assert
         .assertEquals("mega test failed", Long.valueOf(test / (1000l * 1000l)),
             UnitsConversionUtil.convert(fromUnit, "M", test));
@@ -63,6 +63,21 @@ public class TestUnitsConversionUtil {
 
     Assert.assertEquals("mega to giga test failed", Long.valueOf(value),
         UnitsConversionUtil.convert("M", "G", Long.valueOf(value * 1000l)));
+
+    Assert.assertEquals("Mi to Gi test failed", Long.valueOf(value),
+        UnitsConversionUtil.convert("Mi", "Gi", Long.valueOf(value * 1024l)));
+
+    Assert.assertEquals("Mi to Ki test failed", Long.valueOf(value * 1024),
+        UnitsConversionUtil.convert("Mi", "Ki", Long.valueOf(value)));
+
+    Assert.assertEquals("Ki to base units test failed", Long.valueOf(5 * 1024),
+        UnitsConversionUtil.convert("Ki", "", Long.valueOf(5)));
+
+    Assert.assertEquals("Mi to k test failed", Long.valueOf(1073741),
+        UnitsConversionUtil.convert("Mi", "k", Long.valueOf(1024)));
+
+    Assert.assertEquals("M to Mi test failed", Long.valueOf(953),
+        UnitsConversionUtil.convert("M", "Mi", Long.valueOf(1000)));
   }
 
   @Test

http://git-wip-us.apache.org/repos/asf/hadoop/blob/04536d84/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index c0ae52f..6ff091c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -81,7 +81,7 @@ public class ResourcePBImpl extends Resource {
     initResourcesMap();
     ResourceInformation ri =
         this.getResourceInformation(ResourceInformation.MEMORY_MB.getName());
-    return UnitsConversionUtil.convert(ri.getUnits(), "M", ri.getValue());
+    return UnitsConversionUtil.convert(ri.getUnits(), "Mi", ri.getValue());
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/hadoop/blob/04536d84/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
index 606e89c..4bb68c0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
@@ -195,7 +195,7 @@ public class TestResourceUtils {
       // we must always have memory and vcores with their fixed units
       Assert.assertTrue(ret.containsKey("memory-mb"));
       ResourceInformation memInfo = ret.get("memory-mb");
-      Assert.assertEquals("M", memInfo.getUnits());
+      Assert.assertEquals("Mi", memInfo.getUnits());
       Assert.assertEquals(ResourceTypes.COUNTABLE, memInfo.getResourceType());
       Assert.assertTrue(ret.containsKey("vcores"));
       ResourceInformation vcoresInfo = ret.get("vcores");


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[05/13] hadoop git commit: YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)

Posted by as...@apache.org.
http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt
----------------------------------------------------------------------
diff --git a/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt b/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt
new file mode 100644
index 0000000..44880df
--- /dev/null
+++ b/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt
@@ -0,0 +1,1661 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
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+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
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+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
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+
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+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
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+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
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+      or other liability obligations and/or rights consistent with this
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+      defend, and hold each Contributor harmless for any liability
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+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed 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
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+   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.
+
+
+APACHE HADOOP SUBCOMPONENTS:
+
+The Apache Hadoop project contains subcomponents with separate copyright
+notices and license terms. Your use of the source code for the these
+subcomponents is subject to the terms and conditions of the following
+licenses. 
+
+For the org.apache.hadoop.util.bloom.* classes:
+
+/**
+ *
+ * Copyright (c) 2005, European Commission project OneLab under contract
+ * 034819 (http://www.one-lab.org)
+ * All rights reserved.
+ * Redistribution and use in source and binary forms, with or 
+ * without modification, are permitted provided that the following 
+ * conditions are met:
+ *  - Redistributions of source code must retain the above copyright 
+ *    notice, this list of conditions and the following disclaimer.
+ *  - Redistributions in binary form must reproduce the above copyright 
+ *    notice, this list of conditions and the following disclaimer in 
+ *    the documentation and/or other materials provided with the distribution.
+ *  - Neither the name of the University Catholique de Louvain - UCL
+ *    nor the names of its contributors may be used to endorse or 
+ *    promote products derived from this software without specific prior 
+ *    written permission.
+ *    
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS 
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT 
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS 
+ * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE 
+ * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, 
+ * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, 
+ * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 
+ * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER 
+ * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT 
+ * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN 
+ * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE 
+ * POSSIBILITY OF SUCH DAMAGE.
+ */
+
+For portions of the native implementation of slicing-by-8 CRC calculation
+in src/main/native/src/org/apache/hadoop/util:
+
+/**
+ *   Copyright 2008,2009,2010 Massachusetts Institute of Technology.
+ *   All rights reserved. Use of this source code is governed by a
+ *   BSD-style license that can be found in the LICENSE file.
+ */
+
+For src/main/native/src/org/apache/hadoop/io/compress/lz4/{lz4.h,lz4.c,lz4hc.h,lz4hc.c},
+
+/*
+   LZ4 - Fast LZ compression algorithm
+   Header File
+   Copyright (C) 2011-2014, Yann Collet.
+   BSD 2-Clause License (http://www.opensource.org/licenses/bsd-license.php)
+
+   Redistribution and use in source and binary forms, with or without
+   modification, are permitted provided that the following conditions are
+   met:
+
+       * Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+       * Redistributions in binary form must reproduce the above
+   copyright notice, this list of conditions and the following disclaimer
+   in the documentation and/or other materials provided with the
+   distribution.
+
+   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+   "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+   A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+   OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+   SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+   LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+   DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+   THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+   (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+   OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+   You can contact the author at :
+   - LZ4 source repository : http://code.google.com/p/lz4/
+   - LZ4 public forum : https://groups.google.com/forum/#!forum/lz4c
+*/
+
+
+For hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-nativetask/src/main/native/gtest
+---------------------------------------------------------------------
+Copyright 2008, Google Inc.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+    * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+    * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+re2j 1.0
+---------------------------------------------------------------------
+This is a work derived from Russ Cox's RE2 in Go, whose license
+http://golang.org/LICENSE is as follows:
+
+Copyright (c) 2009 The Go Authors. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+     notice, this list of conditions and the following disclaimer.
+
+   * Redistributions in binary form must reproduce the above copyright
+     notice, this list of conditions and the following disclaimer in
+     the documentation and/or other materials provided with the
+     distribution.
+
+   * Neither the name of Google Inc. nor the names of its contributors
+     may be used to endorse or promote products derived from this
+     software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+For hadoop-hdfs-project/hadoop-hdfs-native-client/src/main/native/fuse-dfs/util/tree.h
+---------------------------------------------------------------------
+Copyright 2002 Niels Provos <pr...@citi.umich.edu>
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions
+are met:
+1. Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR
+IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
+IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT,
+INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
+NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
+THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The binary distribution of this product bundles binaries of leveldbjni
+(https://github.com/fusesource/leveldbjni), which is available under the
+following license:
+
+Copyright (c) 2011 FuseSource Corp. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+   * Neither the name of FuseSource Corp. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The binary distribution of this product bundles binaries of leveldb
+(http://code.google.com/p/leveldb/), which is available under the following
+license:
+
+Copyright (c) 2011 The LevelDB Authors. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+   * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The binary distribution of this product bundles binaries of snappy
+(http://code.google.com/p/snappy/), which is available under the following
+license:
+
+Copyright 2011, Google Inc.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+    * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+    * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+For:
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/dataTables.bootstrap.js
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/dataTables.bootstrap.css
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/jquery.dataTables.min.js
+hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/webapps/static/dt-1.9.4/
+--------------------------------------------------------------------------------
+Copyright (C) 2008-2016, SpryMedia Ltd.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+For:
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/dust-full-2.0.0.min.js
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/dust-helpers-1.1.1.min.js
+--------------------------------------------------------------------------------
+
+Copyright (c) 2010 Aleksander Williams
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+For:
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/moment.min.js
+--------------------------------------------------------------------------------
+
+Copyright (c) 2011-2016 Tim Wood, Iskren Chernev, Moment.js contributors
+
+Permission is hereby granted, free of charge, to any person
+obtaining a copy of this software and associated documentation
+files (the "Software"), to deal in the Software without
+restriction, including without limitation the rights to use,
+copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the
+Software is furnished to do so, subject to the following
+conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+OTHER DEALINGS IN THE SOFTWARE.
+
+For:
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/bootstrap-3.0.2
+hadoop-tools/hadoop-sls/src/main/html/js/thirdparty/bootstrap.min.js
+hadoop-tools/hadoop-sls/src/main/html/css/bootstrap.min.css
+hadoop-tools/hadoop-sls/src/main/html/css/bootstrap-responsive.min.css
+And the binary distribution of this product bundles these dependencies under the
+following license:
+Mockito 1.8.5
+SLF4J 1.7.10
+--------------------------------------------------------------------------------
+
+The MIT License (MIT)
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+For:
+hadoop-hdfs-project/hadoop-hdfs/src/main/webapps/static/jquery-1.10.2.min.js
+hadoop-tools/hadoop-sls/src/main/html/js/thirdparty/jquery.js
+hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/webapps/static/jquery
+--------------------------------------------------------------------------------
+
+Copyright jQuery Foundation and other contributors, https://jquery.org/
+
+This software consists of voluntary contributions made by many
+individuals. For exact contribution history, see the revision history
+available at https://github.com/jquery/jquery
+
+The following license applies to all parts of this software except as
+documented below:
+
+====
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+====
+
+All files located in the node_modules and external directories are
+externally maintained libraries used by this software which have their
+own licenses; we recommend you read them, as their terms may differ from
+the terms above.
+
+For:
+hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/webapps/static/jt/jquery.jstree.js.gz
+--------------------------------------------------------------------------------
+
+Copyright (c) 2014 Ivan Bozhanov
+
+Permission is hereby granted, free of charge, to any person
+obtaining a copy of this software and associated documentation
+files (the "Software"), to deal in the Software without
+restriction, including without limitation the rights to use,
+copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the
+Software is furnished to do so, subject to the following
+conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+OTHER DEALINGS IN THE SOFTWARE.
+
+For:
+hadoop-tools/hadoop-sls/src/main/html/js/thirdparty/d3.v3.js
+--------------------------------------------------------------------------------
+
+D3 is available under a 3-clause BSD license. For details, see:
+hadoop-tools/hadoop-sls/src/main/html/js/thirdparty/d3-LICENSE
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+HSQLDB Database 2.0.0
+--------------------------------------------------------------------------------
+"COPYRIGHTS AND LICENSES (based on BSD License)
+
+For work developed by the HSQL Development Group:
+
+Copyright (c) 2001-2016, The HSQL Development Group
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+Redistributions of source code must retain the above copyright notice, this
+list of conditions and the following disclaimer.
+
+Redistributions in binary form must reproduce the above copyright notice,
+this list of conditions and the following disclaimer in the documentation
+and/or other materials provided with the distribution.
+
+Neither the name of the HSQL Development Group nor the names of its
+contributors may be used to endorse or promote products derived from this
+software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ""AS IS""
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL HSQL DEVELOPMENT GROUP, HSQLDB.ORG,
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
+ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+For work originally developed by the Hypersonic SQL Group:
+
+Copyright (c) 1995-2000 by the Hypersonic SQL Group.
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+Redistributions of source code must retain the above copyright notice, this
+list of conditions and the following disclaimer.
+
+Redistributions in binary form must reproduce the above copyright notice,
+this list of conditions and the following disclaimer in the documentation
+and/or other materials provided with the distribution.
+
+Neither the name of the Hypersonic SQL Group nor the names of its
+contributors may be used to endorse or promote products derived from this
+software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ""AS IS""
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE HYPERSONIC SQL GROUP,
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
+ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+This software consists of voluntary contributions made by many individuals on behalf of the
+Hypersonic SQL Group."
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+servlet-api 2.5
+jsp-api 2.1
+Streaming API for XML 1.0
+--------------------------------------------------------------------------------
+COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+1.�Definitions.�
+
+1.1.�Contributor�means each individual or entity
+that creates or contributes to the creation of
+Modifications.�
+
+1.2.�Contributor Version�means the combination of the
+Original Software, prior Modifications used by a Contributor (if any), and the
+Modifications made by that particular Contributor.�
+
+1.3.�Covered
+Software�means (a) the Original Software, or (b) Modifications, or (c) the
+combination of files containing Original Software with files containing
+Modifications, in each case including portions
+thereof.�
+
+1.4.�Executable�means the Covered Software in any form other
+than Source Code.�
+
+1.5.�Initial Developer�means the individual or entity
+that first makes Original Software available under this
+License.�
+
+1.6.�Larger Work�means a work which combines Covered Software or
+portions thereof with code not governed by the terms of this
+License.�
+
+1.7.�License�means this document.�
+
+1.8.�Licensable�means
+having the right to grant, to the maximum extent possible, whether at the time
+of the initial grant or subsequently acquired, any and all of the rights
+conveyed herein.�
+
+1.9.�Modifications�means the Source Code and Executable
+form of any of the following:
+A. Any file that results from an addition to,
+deletion from or modification of the contents of a file containing Original
+Software or previous Modifications;
+B. Any new file that contains any part of the Original Software
+or previous Modification; or
+C. Any new file that is contributed or otherwise made available
+under the terms of this License.�
+
+1.10.�Original Software�means the Source Code and Executable form of
+computer software code that is originally released under this License.�
+
+1.11.�Patent Claims�means any patent claim(s), now owned or
+hereafter acquired, including without limitation, method, process, and apparatus
+claims, in any patent Licensable by grantor.�
+
+1.12.�Source Code�means (a) the common form of computer software code in which
+modifications are made and (b) associated documentation included in or
+with such code.�
+
+1.13.�You (or Your)�means an individual or a legal entity exercising rights
+under, and complying with all of the terms of, this License. For legal entities,
+You includes any entity which controls, is controlled by, or is under common control
+with You. For purposes of this definition, control means (a)�the power, direct
+or indirect, to cause the direction or management of such entity, whether by
+contract or otherwise, or (b)�ownership of more than fifty percent (50%) of the
+outstanding shares or beneficial ownership of such entity.�
+
+2. License Grants.
+
+2.1. The Initial Developer Grant. Conditioned upon Your compliance
+with Section 3.1 below and subject to third party intellectual property claims,
+the Initial Developer hereby grants You a world-wide, royalty-free,
+non-exclusive license:�
+
+(a) under intellectual property rights (other than
+patent or trademark) Licensable by Initial Developer, to use, reproduce, modify,
+display, perform, sublicense and distribute the Original Software (or portions
+thereof), with or without Modifications, and/or as part of a Larger Work;
+and�
+
+(b) under Patent Claims infringed by the making, using or selling of
+Original Software, to make, have made, use, practice, sell, and offer for sale,
+and/or otherwise dispose of the Original Software (or portions
+thereof);
+
+(c) The licenses granted in Sections�2.1(a) and (b) are
+effective on the date Initial Developer first distributes or otherwise makes the
+Original Software available to a third party under the terms of this
+License;
+
+(d) Notwithstanding Section�2.1(b) above, no patent license is
+granted: (1)�for code that You delete from the Original Software, or (2)�for
+infringements caused by: (i)�the modification of the Original Software, or
+(ii)�the combination of the Original Software with other software or
+devices.�
+
+2.2. Contributor Grant. Conditioned upon Your compliance with
+Section 3.1 below and subject to third party intellectual property claims, each
+Contributor hereby grants You a world-wide, royalty-free, non-exclusive
+license:�
+
+(a) under intellectual property rights (other than patent or
+trademark) Licensable by Contributor to use, reproduce, modify, display,
+perform, sublicense and distribute the Modifications created by such Contributor
+(or portions thereof), either on an unmodified basis, with other Modifications,
+as Covered Software and/or as part of a Larger Work; and�
+
+(b) under Patent
+Claims infringed by the making, using, or selling of Modifications made by that
+Contributor either alone and/or in combination with its Contributor Version (or
+portions of such combination), to make, use, sell, offer for sale, have made,
+and/or otherwise dispose of: (1)�Modifications made by that Contributor (or
+portions thereof); and (2)�the combination of Modifications made by that
+Contributor with its Contributor Version (or portions of such
+combination).�
+
+(c) The licenses granted in Sections�2.2(a) and 2.2(b) are
+effective on the date Contributor first distributes or otherwise makes the
+Modifications available to a third party.
+
+(d) Notwithstanding Section�2.2(b)
+above, no patent license is granted: (1)�for any code that Contributor has
+deleted from the Contributor Version; (2)�for infringements caused by:
+(i)�third party modifications of Contributor Version, or (ii)�the combination
+of Modifications made by that Contributor with other software (except as part of
+the Contributor Version) or other devices; or (3)�under Patent Claims infringed
+by Covered Software in the absence of Modifications made by that
+Contributor.�
+
+3. Distribution Obligations.�
+
+3.1. Availability of Source
+Code. Any Covered Software that You distribute or otherwise make available in
+Executable form must also be made available in Source Code form and that Source
+Code form must be distributed only under the terms of this License. You must
+include a copy of this License with every copy of the Source Code form of the
+Covered Software You distribute or otherwise make available. You must inform
+recipients of any such Covered Software in Executable form as to how they can
+obtain such Covered Software in Source Code form in a reasonable manner on or
+through a medium customarily used for software exchange.�
+
+3.2.
+Modifications. The Modifications that You create or to which You contribute are
+governed by the terms of this License. You represent that You believe Your
+Modifications are Your original creation(s) and/or You have sufficient rights to
+grant the rights conveyed by this License.�
+
+3.3. Required Notices. You must
+include a notice in each of Your Modifications that identifies You as the
+Contributor of the Modification. You may not remove or alter any copyright,
+patent or trademark notices contained within the Covered Software, or any
+notices of licensing or any descriptive text giving attribution to any
+Contributor or the Initial Developer.�
+
+3.4. Application of Additional Terms.
+You may not offer or impose any terms on any Covered Software in Source Code
+form that alters or restricts the applicable version of this License or the
+recipients rights hereunder. You may choose to offer, and to charge a fee for,
+warranty, support, indemnity or liability obligations to one or more recipients
+of Covered Software. However, you may do so only on Your own behalf, and not on
+behalf of the Initial Developer or any Contributor. You must make it absolutely
+clear that any such warranty, support, indemnity or liability obligation is
+offered by You alone, and You hereby agree to indemnify the Initial Developer
+and every Contributor for any liability incurred by the Initial Developer or
+such Contributor as a result of warranty, support, indemnity or liability terms
+You offer.
+
+3.5. Distribution of Executable Versions. You may distribute the
+Executable form of the Covered Software under the terms of this License or under
+the terms of a license of Your choice, which may contain terms different from
+this License, provided that You are in compliance with the terms of this License
+and that the license for the Executable form does not attempt to limit or alter
+the recipients rights in the Source Code form from the rights set forth in this
+License. If You distribute the Covered Software in Executable form under a
+different license, You must make it absolutely clear that any terms which differ
+from this License are offered by You alone, not by the Initial Developer or
+Contributor. You hereby agree to indemnify the Initial Developer and every
+Contributor for any liability incurred by the Initial Developer or such
+Contributor as a result of any such terms You offer.�
+
+3.6. Larger Works. You
+may create a Larger Work by combining Covered Software with other code not
+governed by the terms of this License and distribute the Larger Work as a single
+product. In such a case, You must make sure the requirements of this License are
+fulfilled for the Covered Software.�
+
+4. Versions of the License.�
+
+4.1.
+New Versions. Sun Microsystems, Inc. is the initial license steward and may
+publish revised and/or new versions of this License from time to time. Each
+version will be given a distinguishing version number. Except as provided in
+Section 4.3, no one other than the license steward has the right to modify this
+License.�
+
+4.2. Effect of New Versions. You may always continue to use,
+distribute or otherwise make the Covered Software available under the terms of
+the version of the License under which You originally received the Covered
+Software. If the Initial Developer includes a notice in the Original Software
+prohibiting it from being distributed or otherwise made available under any
+subsequent version of the License, You must distribute and make the Covered
+Software available under the terms of the version of the License under which You
+originally received the Covered Software. Otherwise, You may also choose to use,
+distribute or otherwise make the Covered Software available under the terms of
+any subsequent version of the License published by the license
+steward.�
+
+4.3. Modified Versions. When You are an Initial Developer and You
+want to create a new license for Your Original Software, You may create and use
+a modified version of this License if You: (a)�rename the license and remove
+any references to the name of the license steward (except to note that the
+license differs from this License); and (b)�otherwise make it clear that the
+license contains terms which differ from this License.�
+
+5. DISCLAIMER OF WARRANTY.
+
+COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN AS IS BASIS,
+WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT
+LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS,
+MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS
+TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY
+COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER
+OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR
+CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS
+LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER
+THIS DISCLAIMER.�
+
+6. TERMINATION.�
+
+6.1. This License and the rights
+granted hereunder will terminate automatically if You fail to comply with terms
+herein and fail to cure such breach within 30 days of becoming aware of the
+breach. Provisions which, by their nature, must remain in effect beyond the
+termination of this License shall survive.�
+
+6.2. If You assert a patent
+infringement claim (excluding declaratory judgment actions) against Initial
+Developer or a Contributor (the Initial Developer or Contributor against whom
+You assert such claim is referred to as Participant) alleging that the
+Participant Software (meaning the Contributor Version where the Participant is a
+Contributor or the Original Software where the Participant is the Initial
+Developer) directly or indirectly infringes any patent, then any and all rights
+granted directly or indirectly to You by such Participant, the Initial Developer
+(if the Initial Developer is not the Participant) and all Contributors under
+Sections�2.1 and/or 2.2 of this License shall, upon 60 days notice from
+Participant terminate prospectively and automatically at the expiration of such
+60 day notice period, unless if within such 60 day period You withdraw Your
+claim with respect to the Participant Software against such Participant either
+unilaterally or pursuant to a written agreement with Participant.�
+
+6.3. In
+the event of termination under Sections�6.1 or 6.2 above, all end user licenses
+that have been validly granted by You or any distributor hereunder prior to
+termination (excluding licenses granted to You by any distributor) shall survive
+termination.�
+
+7. LIMITATION OF LIABILITY.
+UNDER NO CIRCUMSTANCES AND UNDER
+NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE,
+SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF
+COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY
+PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY
+CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF
+GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER
+COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE
+POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO
+LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTYS NEGLIGENCE TO
+THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT
+ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO
+THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.�
+
+8. U.S. GOVERNMENT END USERS.
+
+The Covered Software is a commercial item, as that term is defined in
+48�C.F.R.�2.101 (Oct. 1995), consisting of commercial computer software (as
+that term is defined at 48 C.F.R. �252.227-7014(a)(1)) and commercial computer
+software documentation as such terms are used in 48�C.F.R.�12.212 (Sept.
+1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through
+227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software
+with only those rights set forth herein. This U.S. Government Rights clause is
+in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision
+that addresses Government rights in computer software under this
+License.�
+
+9. MISCELLANEOUS.
+This License represents the complete agreement
+concerning subject matter hereof. If any provision of this License is held to be
+unenforceable, such provision shall be reformed only to the extent necessary to
+make it enforceable. This License shall be governed by the law of the
+jurisdiction specified in a notice contained within the Original Software
+(except to the extent applicable law, if any, provides otherwise), excluding
+such jurisdictions conflict-of-law provisions. Any litigation relating to this
+License shall be subject to the jurisdiction of the courts located in the
+jurisdiction and venue specified in a notice contained within the Original
+Software, with the losing party responsible for costs, including, without
+limitation, court costs and reasonable attorneys fees and expenses. The
+application of the United Nations Convention on Contracts for the International
+Sale of Goods is expressly excluded. Any law or regulation which provides that
+the language of a contract shall be construed against the drafter shall not
+apply to this License. You agree that You alone are responsible for compliance
+with the United States export administration regulations (and the export control
+laws and regulation of any other countries) when You use, distribute or
+otherwise make available any Covered Software.�
+
+10. RESPONSIBILITY FOR CLAIMS.
+As between Initial Developer and the Contributors, each party is
+responsible for claims and damages arising, directly or indirectly, out of its
+utilization of rights under this License and You agree to work with Initial
+Developer and Contributors to distribute such responsibility on an equitable
+basis. Nothing herein is intended or shall be deemed to constitute any admission
+of liability.�
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+Jersey 1.9
+JAXB API bundle for GlassFish V3 2.2.2
+JAXB RI 2.2.3
+--------------------------------------------------------------------------------
+COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)Version 1.1
+
+1. Definitions.
+
+1.1. \u201cContributor\u201d means each individual or entity that creates or
+contributes to the creation of Modifications.
+1.2. \u201cContributor Version\u201d means the combination of the Original Software,
+prior Modifications used by a Contributor (if any), and the Modifications made
+by that particular Contributor.
+1.3. \u201cCovered Software\u201d means (a) the Original Software, or (b)
+Modifications, or (c) the combination of files containing Original Software with
+files containing Modifications, in each case including portions thereof.
+1.4. \u201cExecutable\u201d means the Covered Software in any form other than Source
+Code.
+1.5. \u201cInitial Developer\u201d means the individual or entity that first makes
+Original Software available under this License.
+1.6. \u201cLarger Work\u201d means a work which combines Covered Software or portions
+thereof with code not governed by the terms of this License.
+1.7. \u201cLicense\u201d means this document.
+1.8. \u201cLicensable\u201d means having the right to grant, to the maximum extent
+possible, whether at the time of the initial grant or subsequently acquired, any
+and all of the rights conveyed herein.
+1.9. \u201cModifications\u201d means the Source Code and Executable form of any of the
+following:
+A. Any file that results from an addition to, deletion from or modification of
+the contents of a file containing Original Software or previous Modifications;
+B. Any new file that contains any part of the Original Software or previous
+Modification; or
+C. Any new file that is contributed or otherwise made available under the terms
+of this License.
+1.10. \u201cOriginal Software\u201d means the Source Code and Executable form of
+computer software code that is originally released under this License.
+1.11. \u201cPatent Claims\u201d means any patent claim(s), now owned or hereafter
+acquired, including without limitation, method, process, and apparatus claims,
+in any patent Licensable by grantor.
+1.12. \u201cSource Code\u201d means (a) the common form of computer software code in
+which modifications are made and (b) associated documentation included in or
+with such code.
+1.13. \u201cYou\u201d (or \u201cYour\u201d) means an individual or a legal entity exercising
+rights under, and complying with all of the terms of, this License. For legal
+entities, \u201cYou\u201d includes any entity which controls, is controlled by, or is
+under common control with You. For purposes of this definition, \u201ccontrol\u201d
+means (a) the power, direct or indirect, to cause the direction or management of
+such entity, whether by contract or otherwise, or (b) ownership of more than
+fifty percent (50%) of the outstanding shares or beneficial ownership of such
+entity.
+
+2. License Grants.
+
+2.1. The Initial Developer Grant.
+
+Conditioned upon Your compliance with Section 3.1 below and subject to
+third party intellectual property claims, the Initial Developer hereby grants
+You a world-wide, royalty-free, non-exclusive license:
+(a) under intellectual
+property rights (other than patent or trademark) Licensable by Initial
+Developer, to use, reproduce, modify, display, perform, sublicense and
+distribute the Original Software (or portions thereof), with or without
+Modifications, and/or as part of a Larger Work; and
+(b) under Patent Claims
+infringed by the making, using or selling of Original Software, to make, have
+made, use, practice, sell, and offer for sale, and/or otherwise dispose of the
+Original Software (or portions thereof).
+(c) The licenses granted in Sections
+2.1(a) and (b) are effective on the date Initial Developer first distributes or
+otherwise makes the Original Software available to a third party under the terms
+of this License.
+(d) Notwithstanding Section 2.1(b) above, no patent license is
+granted: (1) for code that You delete from the Original Software, or (2) for
+infringements caused by: (i) the modification of the Original Software, or (ii)
+the combination of the Original Software with other software or devices.
+
+2.2. Contributor Grant.
+
+Conditioned upon Your compliance with Section 3.1 below and
+subject to third party intellectual property claims, each Contributor hereby
+grants You a world-wide, royalty-free, non-exclusive license:
+(a) under
+intellectual property rights (other than patent or trademark) Licensable by
+Contributor to use, reproduce, modify, display, perform, sublicense and
+distribute the Modifications created by such Contributor (or portions thereof),
+either on an unmodified basis, with other Modifications, as Covered Software
+and/or as part of a Larger Work; and
+(b) under Patent Claims infringed by the
+making, using, or selling of Modifications made by that Contributor either alone
+and/or in combination with its Contributor Version (or portions of such
+combination), to make, use, sell, offer for sale, have made, and/or otherwise
+dispose of: (1) Modifications made by that Contributor (or portions thereof);
+and (2) the combination of Modifications made by that Contributor with its
+Contributor Version (or portions of such combination).
+(c) The licenses granted
+in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first
+distributes or otherwise makes the Modifications available to a third
+party.
+(d) Notwithstanding Section 2.2(b) above, no patent license is granted:
+(1) for any code that Contributor has deleted from the Contributor Version; (2)
+for infringements caused by: (i) third party modifications of Contributor
+Version, or (ii) the combination of Modifications made by that Contributor with
+other software (except as part of the Contributor Version) or other devices; or
+(3) under Patent Claims infringed by Covered Software in the absence of
+Modifications made by that Contributor.
+
+3. Distribution Obligations.
+
+3.1. Availability of Source Code.
+Any Covered Software that You distribute or
+otherwise make available in Executable form must also be made available in
+Source Code form and that Source Code form must be distributed only under the
+terms of this License. You must include a copy of this License with every copy
+of the Source Code form of the Covered Software You distribute or otherwise make
+available. You must inform recipients of any such Covered Software in Executable
+form as to how they can obtain such Covered Software in Source Code form in a
+reasonable manner on or through a medium customarily used for software
+exchange.
+3.2. Modifications.
+The Modifications that You create or to which
+You contribute are governed by the terms of this License. You represent that You
+believe Your Modifications are Your original creation(s) and/or You have
+sufficient rights to grant the rights conveyed by this License.
+3.3. Required Notices.
+You must include a notice in each of Your Modifications that
+identifies You as the Contributor of the Modification. You may not remove or
+alter any copyright, patent or trademark notices contained within the Covered
+Software, or any notices of licensing or any descriptive text giving attribution
+to any Contributor or the Initial Developer.
+3.4. Application of Additional Terms.
+You may not offer or impose any terms on any Covered Software in Source
+Code form that alters or restricts the applicable version of this License or the
+recipients' rights hereunder. You may choose to offer, and to charge a fee for,
+warranty, support, indemnity or liability obligations to one or more recipients
+of Covered Software. However, you may do so only on Your own behalf, and not on
+behalf of the Initial Developer or any Contributor. You must make it absolutely
+clear that any such warranty, support, indemnity or liability obligation is
+offered by You alone, and You hereby agree to indemnify the Initial Developer
+and every Contributor for any liability incurred by the Initial Developer or
+such Contributor as a result of warranty, support, indemnity or liability terms
+You offer.
+3.5. Distribution of Executable Versions.
+You may distribute the
+Executable form of the Covered Software under the terms of this License or under
+the terms of a license of Your choice, which may contain terms different from
+this License, provided that You are in compliance with the terms of this License
+and that the license for the Executable form does not attempt to limit or alter
+the recipient's rights in the Source Code form from the rights set forth in
+this License. If You distribute the Covered Software in Executable form under a
+different license, You must make it absolutely clear that any terms which differ
+from this License are offered by You alone, not by the Initial Developer or
+Contributor. You hereby agree to indemnify the Initial Developer and every
+Contributor for any liability incurred by the Initial Developer or such
+Contributor as a result of any such terms You offer.
+3.6. Larger Works.
+You
+may create a Larger Work by combining Covered Software with other code not
+governed by the terms of this License and distribute the Larger Work as a single
+product. In such a case, You must make sure the requirements of this License are
+fulfilled for the Covered Software.
+
+4. Versions of the License.
+
+4.1. New Versions.
+Oracle is the initial license steward and may publish revised and/or
+new versions of this License from time to time. Each version will be given a
+distinguishing version number. Except as provided in Section 4.3, no one other
+than the license steward has the right to modify this License.
+4.2. Effect of New Versions.
+You may always continue to use, distribute or otherwise make the
+Covered Software available under the terms of the version of the License under
+which You originally received the Covered Software. If the Initial Developer
+includes a notice in the Original Software prohibiting it from being distributed
+or otherwise made available under any subsequent version of the License, You
+must distribute and make the Covered Software available under the terms of the
+version of the License under which You originally received the Covered Software.
+Otherwise, You may also choose to use, distribute or otherwise make the Covered
+Software available under the terms of any subsequent version of the License
+published by the license steward.
+4.3. Modified Versions.
+When You are an
+Initial Developer and You want to create a new license for Your Original
+Software, You may create and use a modified version of this License if You: (a)
+rename the license and remove any references to the name of the license steward
+(except to note that the license differs from this License); and (b) otherwise
+make it clear that the license contains terms which differ from this
+License.
+
+5. DISCLAIMER OF WARRANTY.
+
+COVERED SOFTWARE IS PROVIDED UNDER THIS
+LICENSE ON AN \u201cAS IS\u201d BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED
+OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE
+IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR
+NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED
+SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY
+RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE
+COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF
+WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED
+SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+6. TERMINATION.
+
+6.1. This License and the rights granted hereunder will
+terminate automatically if You fail to comply with terms herein and fail to cure
+such breach within 30 days of becoming aware of the breach. Provisions which, by
+their nature, must remain in effect beyond the termination of this License shall
+survive.
+6.2. If You assert a patent infringement claim (excluding declaratory
+judgment actions) against Initial Developer or a Contributor (the Initial
+Developer or Contributor against whom You assert such claim is referred to as
+\u201cParticipant\u201d) alleging that the Participant Software (meaning the
+Contributor Version where the Participant is a Contributor or the Original
+Software where the Participant is the Initial Developer) directly or indirectly
+infringes any patent, then any and all rights granted directly or indirectly to
+You by such Participant, the Initial Developer (if the Initial Developer is not
+the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this
+License shall, upon 60 days notice from Participant terminate prospectively and
+automatically at the expiration of such 60 day notice period, unless if within
+such 60 day period You withdraw Your claim with respect to the Participant
+Software against such Participant either unilaterally or pursuant to a written
+agreement with Participant.
+6.3. If You assert a patent infringement claim
+against Participant alleging that the Participant Software directly or
+indirectly infringes any patent where such claim is resolved (such as by license
+or settlement) prior to the initiation of patent infringement litigation, then
+the reasonable value of the licenses granted by such Participant under Sections
+2.1 or 2.2 shall be taken into account in determining the amount or value of any
+payment or license.
+6.4. In the event of termination under Sections 6.1 or 6.2
+above, all end user licenses that have been validly granted by You or any
+distributor hereunder prior to termination (excluding licenses granted to You by
+any distributor) shall survive termination.
+
+7. LIMITATION OF LIABILITY.
+
+UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT
+(INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL
+DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY
+SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT,
+SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING,
+WITHOUT LIMITATION, DAMAGES FOR LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER
+FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN
+IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS
+LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL
+INJURY RESULTING FROM SUCH PARTY'S NEGLIGENCE TO THE EXTENT APPLICABLE LAW
+PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR
+LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND
+LIMITATION MAY NOT APPLY TO YOU.
+
+8. U.S. GOVERNMENT END USERS.
+
+The Covered
+Software is a \u201ccommercial item,\u201d as that term is defined in 48 C.F.R. 2.101
+(Oct. 1995), consisting of \u201ccommercial computer software\u201d (as that term is
+defined at 48 C.F.R. � 252.227-7014(a)(1)) and \u201ccommercial computer software
+documentation\u201d as such terms are used in 48 C.F.R. 12.212 (Sept. 1995).
+Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4
+(June 1995), all U.S. Government End Users acquire Covered Software with only
+those rights set forth herein. This U.S. Government Rights clause is in lieu of,
+and supersedes, any other FAR, DFAR, or other clause or provision that addresses
+Government rights in computer software under this License.
+
+9. MISCELLANEOUS.
+
+This License represents the complete agreement concerning
+subject matter hereof. If any provision of this License is held to be
+unenforceable, such provision shall be reformed only to the extent necessary to
+make it enforceable. This License shall be governed by the law of the
+jurisdiction specified in a notice contained within the Original Software
+(except to the extent applicable law, if any, provides otherwise), excluding
+such jurisdiction's conflict-of-law provisions. Any litigation relating to this
+License shall be subject to the jurisdiction of the courts located in the
+jurisdiction and venue specified in a notice contained within the Original
+Software, with the losing party responsible for costs, including, without
+limitation, court costs and reasonable attorneys' fees and expenses. The
+application of the United Nations Convention on Contracts for the International
+Sale of Goods is expressly excluded. Any law or regulation which provides that
+the language of a contract shall be construed against the drafter shall not
+apply to this License. You agree that You alone are responsible for compliance
+with the United States export administration regulations (and the export control
+laws and regulation of any other countries) when You use, distribute or
+otherwise make available any Covered Software.
+
+10. RESPONSIBILITY FOR CLAIMS.
+
+As between Initial Developer and the Contributors, each party is
+responsible for claims and damages arising, directly or indirectly, out of its
+utilization of rights under this License and You agree to work with Initial
+Developer and Contributors to distribute such responsibility on an equitable
+basis. Nothing herein is intended or shall be deemed to constitute any admission
+of liability.
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+Protocol Buffer Java API 2.5.0
+--------------------------------------------------------------------------------
+This license applies to all parts of Protocol Buffers except the following:
+
+  - Atomicops support for generic gcc, located in
+    src/google/protobuf/stubs/atomicops_internals_generic_gcc.h.
+    This file is copyrighted by Red Hat Inc.
+
+  - Atomicops support for AIX/POWER, located in
+    src/google/protobuf/stubs/atomicops_internals_power.h.
+    This file is copyrighted by Bloomberg Finance LP.
+
+Copyright 2014, Google Inc.  All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
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+    * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+    * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
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+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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+Code generated by the Protocol Buffer compiler is owned by the owner
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+standalone and requires a support library to be linked with it.  This
+support library is itself covered by the above license.
+
+For:
+XML Commons External Components XML APIs 1.3.04
+--------------------------------------------------------------------------------
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[13/13] hadoop git commit: YARN-5587. Add support for resource profiles. (vvasudev via asuresh)

Posted by as...@apache.org.
YARN-5587. Add support for resource profiles. (vvasudev via asuresh)


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/bb6e4f08
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/bb6e4f08
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/bb6e4f08

Branch: refs/heads/YARN-5501
Commit: bb6e4f08efe44024a551dbb19b02320ca56e7ac2
Parents: 0a30b9c
Author: Arun Suresh <as...@apache.org>
Authored: Tue Nov 15 01:01:07 2016 -0800
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:33 2016 -0800

----------------------------------------------------------------------
 .../dev-support/findbugs-exclude.xml            |   4 +
 .../RegisterApplicationMasterResponse.java      |   8 +
 .../yarn/api/records/ProfileCapability.java     |  94 ++++++++++-
 .../hadoop/yarn/api/records/Resource.java       |  14 ++
 .../yarn/api/records/ResourceInformation.java   |  57 ++++++-
 .../yarn/api/records/ResourceRequest.java       |  43 ++++-
 .../hadoop-yarn/hadoop-yarn-client/pom.xml      |   1 +
 .../hadoop/yarn/client/api/AMRMClient.java      | 117 +++++++++++++-
 .../yarn/client/api/impl/AMRMClientImpl.java    | 152 ++++++++++-------
 .../client/api/impl/RemoteRequestsTable.java    | 109 +++++++++----
 .../yarn/client/api/impl/TestAMRMClient.java    | 147 +++++++++++++++--
 .../impl/TestAMRMClientContainerRequest.java    |   8 +-
 .../api/impl/TestDistributedScheduling.java     |  12 +-
 .../yarn/client/api/impl/TestNMClient.java      |   5 +-
 .../TestOpportunisticContainerAllocation.java   |  15 +-
 .../src/test/resources/resource-profiles.json   |  18 +++
 ...RegisterApplicationMasterResponsePBImpl.java |  58 +++++++
 .../api/records/impl/pb/ResourcePBImpl.java     |   4 +-
 .../records/impl/pb/ResourceRequestPBImpl.java  |  41 ++++-
 .../yarn/util/resource/ResourceUtils.java       | 161 ++++++++++++++++++-
 .../hadoop/yarn/util/resource/Resources.java    |  10 +-
 .../ApplicationMasterService.java               |  12 ++
 .../server/resourcemanager/RMServerUtils.java   |  50 ++++++
 .../resource/ResourceProfilesManagerImpl.java   |   4 +
 .../scheduler/AbstractYarnScheduler.java        |  44 +++++
 .../scheduler/ClusterNodeTracker.java           |   3 +-
 .../scheduler/SchedulerUtils.java               |  10 ++
 .../scheduler/capacity/CapacityScheduler.java   |   4 +-
 .../scheduler/fair/FairScheduler.java           |   4 +-
 .../scheduler/fifo/FifoScheduler.java           |  13 +-
 .../yarn/server/resourcemanager/MockRM.java     |   2 +
 .../server/resourcemanager/TestAppManager.java  |   1 +
 .../TestApplicationMasterService.java           |  35 ++++
 .../scheduler/fair/TestFairScheduler.java       |   4 +
 .../hadoop/yarn/server/MiniYARNCluster.java     |   2 +
 35 files changed, 1102 insertions(+), 164 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml b/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
index ab36a4e..de58251 100644
--- a/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
+++ b/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
@@ -151,6 +151,10 @@
     <Bug pattern="SE_COMPARATOR_SHOULD_BE_SERIALIZABLE" />
   </Match>
   <Match>
+    <Class name="org.apache.hadoop.yarn.client.api.impl.AMRMClientImpl$ProfileCapabilityComparator" />
+    <Bug pattern="SE_COMPARATOR_SHOULD_BE_SERIALIZABLE" />
+  </Match>
+  <Match>
     <Class name="org.apache.hadoop.yarn.exceptions.impl.pb.YarnRemoteExceptionPBImpl" />
     <Field name="builder" />
     <Bug pattern="SE_BAD_FIELD" />

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/RegisterApplicationMasterResponse.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/RegisterApplicationMasterResponse.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/RegisterApplicationMasterResponse.java
index 0b886dd..8fa8563 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/RegisterApplicationMasterResponse.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/RegisterApplicationMasterResponse.java
@@ -204,4 +204,12 @@ public abstract class RegisterApplicationMasterResponse {
   @Unstable
   public abstract void setSchedulerResourceTypes(
       EnumSet<SchedulerResourceTypes> types);
+
+  @Public
+  @Unstable
+  public abstract Map<String, Resource> getResourceProfiles();
+
+  @Private
+  @Unstable
+  public abstract void setResourceProfiles(Map<String, Resource> profiles);
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
index 0a93b89..faaddd5 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
@@ -18,41 +18,93 @@
 
 package org.apache.hadoop.yarn.api.records;
 
+import com.google.common.base.Preconditions;
 import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceStability;
 import org.apache.hadoop.yarn.util.Records;
 
+import java.util.Map;
+
 /**
  * Class to capture capability requirements when using resource profiles. The
  * ProfileCapability is meant to be used as part of the ResourceRequest. A
  * profile capability has two pieces - the resource profile name and the
  * overrides. The resource profile specifies the name of the resource profile
  * to be used and the capability override is the overrides desired on specific
- * resource types. For example, you could use the "minimum" profile and set the
- * memory in the capability override to 4096M. This implies that you wish for
- * the resources specified in the "minimum" profile but with 4096M memory. The
- * conversion from the ProfileCapability to the Resource class with the actual
- * resource requirements will be done by the ResourceManager, which has the
- * actual profile to Resource mapping.
+ * resource types.
+ *
+ * For example, if you have a resource profile "small" that maps to
+ * {@literal <4096M, 2 cores, 1 gpu>} and you set the capability override to
+ * {@literal <8192M, 0 cores, 0 gpu>}, then the actual resource allocation on
+ * the ResourceManager will be {@literal <8192M, 2 cores, 1 gpu>}.
+ *
+ * Note that the conversion from the ProfileCapability to the Resource class
+ * with the actual resource requirements will be done by the ResourceManager,
+ * which has the actual profile to Resource mapping.
+ *
  */
 @InterfaceAudience.Public
 @InterfaceStability.Unstable
 public abstract class ProfileCapability {
 
+  public static final String DEFAULT_PROFILE = "default";
+
+  public static ProfileCapability newInstance(Resource override) {
+    return newInstance(DEFAULT_PROFILE, override);
+  }
+
+  public static ProfileCapability newInstance(String profile) {
+    Preconditions
+        .checkArgument(profile != null, "The profile name cannot be null");
+    ProfileCapability obj = Records.newRecord(ProfileCapability.class);
+    obj.setProfileName(profile);
+    obj.setProfileCapabilityOverride(Resource.newInstance(0, 0));
+    return obj;
+  }
+
   public static ProfileCapability newInstance(String profile,
       Resource override) {
+    Preconditions
+        .checkArgument(profile != null, "The profile name cannot be null");
     ProfileCapability obj = Records.newRecord(ProfileCapability.class);
     obj.setProfileName(profile);
     obj.setProfileCapabilityOverride(override);
     return obj;
   }
 
+  /**
+   * Get the profile name.
+   * @return the profile name
+   */
   public abstract String getProfileName();
 
+  /**
+   * Get the profile capability override.
+   * @return Resource object containing the override.
+   */
   public abstract Resource getProfileCapabilityOverride();
 
+  /**
+   * Set the resource profile name.
+   * @param profileName the resource profile name
+   */
   public abstract void setProfileName(String profileName);
 
+  /**
+   * Set the capability override to override specific resource types on the
+   * resource profile.
+   *
+   * For example, if you have a resource profile "small" that maps to
+   * {@literal <4096M, 2 cores, 1 gpu>} and you set the capability override to
+   * {@literal <8192M, 0 cores, 0 gpu>}, then the actual resource allocation on
+   * the ResourceManager will be {@literal <8192M, 2 cores, 1 gpu>}.
+   *
+   * Note that the conversion from the ProfileCapability to the Resource class
+   * with the actual resource requirements will be done by the ResourceManager,
+   * which has the actual profile to Resource mapping.
+   *
+   * @param r Resource object containing the capability override
+   */
   public abstract void setProfileCapabilityOverride(Resource r);
 
   @Override
@@ -85,4 +137,34 @@ public abstract class ProfileCapability {
     return "{ profile: " + this.getProfileName() + ", capabilityOverride: "
         + this.getProfileCapabilityOverride() + " }";
   }
+
+  /**
+   * Get a representation of the capability as a Resource object.
+   * @param capability the capability we wish to convert
+   * @param resourceProfilesMap map of profile name to Resource object
+   * @return Resource object representing the capability
+   */
+  public static Resource toResource(ProfileCapability capability,
+      Map<String, Resource> resourceProfilesMap) {
+    Preconditions
+        .checkArgument(capability != null, "Capability cannot be null");
+    Preconditions.checkArgument(resourceProfilesMap != null,
+        "Resource profiles map cannot be null");
+    Resource resource = Resource.newInstance(0, 0);
+
+    if (resourceProfilesMap.containsKey(capability.getProfileName())) {
+      resource = Resource
+          .newInstance(resourceProfilesMap.get(capability.getProfileName()));
+    }
+
+    if(capability.getProfileCapabilityOverride()!= null) {
+      for (Map.Entry<String, ResourceInformation> entry : capability
+          .getProfileCapabilityOverride().getResources().entrySet()) {
+        if (entry.getValue() != null && entry.getValue().getValue() != 0) {
+          resource.setResourceInformation(entry.getKey(), entry.getValue());
+        }
+      }
+    }
+    return resource;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
index 4bbca5a..103bcfd 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
@@ -19,7 +19,9 @@
 package org.apache.hadoop.yarn.api.records;
 
 import org.apache.commons.lang.NotImplementedException;
+import org.apache.hadoop.classification.InterfaceAudience;
 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.yarn.api.ApplicationMasterProtocol;
@@ -74,6 +76,18 @@ public abstract class Resource implements Comparable<Resource> {
     return resource;
   }
 
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
+  public static Resource newInstance(Resource resource) {
+    Resource ret = Resource.newInstance(0, 0);
+    for (Map.Entry<String, ResourceInformation> entry : resource.getResources()
+        .entrySet()) {
+      ret.setResourceInformation(entry.getKey(),
+          ResourceInformation.newInstance(entry.getValue()));
+    }
+    return ret;
+  }
+
   /**
    * This method is DEPRECATED:
    * Use {@link Resource#getMemorySize()} instead

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
index a17e81b..7d74efc 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
@@ -31,6 +31,8 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   private String units;
   private ResourceTypes resourceType;
   private Long value;
+  private Long minimumAllocation;
+  private Long maximumAllocation;
 
   private static final String MEMORY_URI = "memory-mb";
   private static final String VCORES_URI = "vcores";
@@ -118,6 +120,42 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   }
 
   /**
+   * Get the minimum allocation for the resource.
+   *
+   * @return the minimum allocation for the resource
+   */
+  public Long getMinimumAllocation() {
+    return minimumAllocation;
+  }
+
+  /**
+   * Set the minimum allocation for the resource.
+   *
+   * @param minimumAllocation the minimum allocation for the resource
+   */
+  public void setMinimumAllocation(Long minimumAllocation) {
+    this.minimumAllocation = minimumAllocation;
+  }
+
+  /**
+   * Get the maximum allocation for the resource.
+   *
+   * @return the maximum allocation for the resource
+   */
+  public Long getMaximumAllocation() {
+    return maximumAllocation;
+  }
+
+  /**
+   * Set the maximum allocation for the resource.
+   *
+   * @param maximumAllocation the maximum allocation for the resource
+   */
+  public void setMaximumAllocation(Long maximumAllocation) {
+    this.maximumAllocation = maximumAllocation;
+  }
+
+  /**
    * Create a new instance of ResourceInformation from another object.
    *
    * @param other the object from which the new object should be created
@@ -129,33 +167,41 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
     ret.setResourceType(other.getResourceType());
     ret.setUnits(other.getUnits());
     ret.setValue(other.getValue());
+    ret.setMinimumAllocation(other.getMinimumAllocation());
+    ret.setMaximumAllocation(other.getMaximumAllocation());
     return ret;
   }
 
   public static ResourceInformation newInstance(String name, String units,
-      Long value, ResourceTypes type) {
+      Long value, ResourceTypes type, Long minimumAllocation,
+      Long maximumAllocation) {
     ResourceInformation ret = new ResourceInformation();
     ret.setName(name);
     ret.setResourceType(type);
     ret.setUnits(units);
     ret.setValue(value);
+    ret.setMinimumAllocation(minimumAllocation);
+    ret.setMaximumAllocation(maximumAllocation);
     return ret;
   }
 
   public static ResourceInformation newInstance(String name, String units,
       Long value) {
     return ResourceInformation
-        .newInstance(name, units, value, ResourceTypes.COUNTABLE);
+        .newInstance(name, units, value, ResourceTypes.COUNTABLE, 0L,
+            Long.MAX_VALUE);
   }
 
   public static ResourceInformation newInstance(String name, String units) {
     return ResourceInformation
-        .newInstance(name, units, 0L, ResourceTypes.COUNTABLE);
+        .newInstance(name, units, 0L, ResourceTypes.COUNTABLE, 0L,
+            Long.MAX_VALUE);
   }
 
   public static ResourceInformation newInstance(String name, Long value) {
     return ResourceInformation
-        .newInstance(name, "", value, ResourceTypes.COUNTABLE);
+        .newInstance(name, "", value, ResourceTypes.COUNTABLE, 0L,
+            Long.MAX_VALUE);
   }
 
   public static ResourceInformation newInstance(String name) {
@@ -165,7 +211,8 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   @Override
   public String toString() {
     return "name: " + this.name + ", units: " + this.units + ", type: "
-        + resourceType + ", value: " + value;
+        + resourceType + ", value: " + value + ", minimum allocation: "
+        + minimumAllocation + ", maximum allocation: " + maximumAllocation;
   }
 
   public String getShorthandRepresentation() {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceRequest.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceRequest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceRequest.java
index ce85b21..32356ff 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceRequest.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceRequest.java
@@ -99,7 +99,22 @@ public abstract class ResourceRequest extends AbstractResourceRequest
         .resourceName(hostName).capability(capability)
         .numContainers(numContainers).relaxLocality(relaxLocality)
         .nodeLabelExpression(labelExpression)
-        .executionTypeRequest(executionTypeRequest).build();
+        .executionTypeRequest(executionTypeRequest).profileCapability(null)
+        .build();
+  }
+
+  @Public
+  @Evolving
+  public static ResourceRequest newInstance(Priority priority, String hostName,
+      Resource capability, int numContainers, boolean relaxLocality,
+      String labelExpression, ExecutionTypeRequest executionTypeRequest,
+      ProfileCapability profile) {
+    return ResourceRequest.newBuilder().priority(priority)
+        .resourceName(hostName).capability(capability)
+        .numContainers(numContainers).relaxLocality(relaxLocality)
+        .nodeLabelExpression(labelExpression)
+        .executionTypeRequest(executionTypeRequest).profileCapability(profile)
+        .build();
   }
 
   @Public
@@ -125,6 +140,7 @@ public abstract class ResourceRequest extends AbstractResourceRequest
       resourceRequest.setRelaxLocality(true);
       resourceRequest.setExecutionTypeRequest(
           ExecutionTypeRequest.newInstance());
+      resourceRequest.setProfileCapability(null);
     }
 
     /**
@@ -239,6 +255,21 @@ public abstract class ResourceRequest extends AbstractResourceRequest
     }
 
     /**
+     * Set the <code>resourceProfile</code> of the request.
+     * @see ResourceRequest#setProfileCapability(ProfileCapability)
+     * @param profileCapability
+     *          <code>profileCapability</code> of the request
+     * @return {@link ResourceRequestBuilder}
+     */
+    @Public
+    @Evolving
+    public ResourceRequestBuilder profileCapability(
+        ProfileCapability profileCapability) {
+      resourceRequest.setProfileCapability(profileCapability);
+      return this;
+    }
+
+    /**
      * Return generated {@link ResourceRequest} object.
      * @return {@link ResourceRequest}
      */
@@ -455,6 +486,14 @@ public abstract class ResourceRequest extends AbstractResourceRequest
   @Evolving
   public abstract void setNodeLabelExpression(String nodelabelExpression);
 
+  @Public
+  @Evolving
+  public abstract ProfileCapability getProfileCapability();
+
+  @Public
+  @Evolving
+  public abstract void setProfileCapability(ProfileCapability p);
+
   /**
    * Get the optional <em>ID</em> corresponding to this allocation request. This
    * ID is an identifier for different {@code ResourceRequest}s from the <b>same
@@ -514,12 +553,14 @@ public abstract class ResourceRequest extends AbstractResourceRequest
     Resource capability = getCapability();
     String hostName = getResourceName();
     Priority priority = getPriority();
+    ProfileCapability profile = getProfileCapability();
     result =
         prime * result + ((capability == null) ? 0 : capability.hashCode());
     result = prime * result + ((hostName == null) ? 0 : hostName.hashCode());
     result = prime * result + getNumContainers();
     result = prime * result + ((priority == null) ? 0 : priority.hashCode());
     result = prime * result + Long.valueOf(getAllocationRequestId()).hashCode();
+    result = prime * result + ((profile == null) ? 0 : profile.hashCode());
     return result;
   }
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/pom.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/pom.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/pom.xml
index 5118303..9320795 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/pom.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/pom.xml
@@ -144,6 +144,7 @@
             <exclude>src/test/resources/application_1440536969523_0001.har/part-0</exclude>
             <exclude>src/test/resources/application_1440536969523_0001.har/_masterindex</exclude>
             <exclude>src/test/resources/application_1440536969523_0001.har/_SUCCESS</exclude>
+            <exclude>src/test/resources/resource-profiles.json</exclude>
           </excludes>
         </configuration>
       </plugin>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/AMRMClient.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/AMRMClient.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/AMRMClient.java
index 52155f5..f857fa0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/AMRMClient.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/AMRMClient.java
@@ -37,6 +37,7 @@ import org.apache.hadoop.yarn.api.records.ExecutionType;
 import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
 import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.client.api.impl.AMRMClientImpl;
 import org.apache.hadoop.yarn.exceptions.YarnException;
@@ -113,6 +114,7 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
     private boolean relaxLocality;
     private String nodeLabelsExpression;
     private ExecutionTypeRequest executionTypeRequest;
+    private String resourceProfile;
     
     /**
      * Instantiates a {@link ContainerRequest} with the given constraints and
@@ -159,6 +161,26 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
       this(capability, nodes, racks, priority, allocationRequestId, true, null,
           ExecutionTypeRequest.newInstance());
     }
+    /**
+     * Instantiates a {@link ContainerRequest} with the given constraints and
+     * locality relaxation enabled.
+     *
+     * @param capability
+     *          The {@link ProfileCapability} to be requested for each container.
+     * @param nodes
+     *          Any hosts to request that the containers are placed on.
+     * @param racks
+     *          Any racks to request that the containers are placed on. The
+     *          racks corresponding to any hosts requested will be automatically
+     *          added to this list.
+     * @param priority
+     *          The priority at which to request the containers. Higher
+     *          priorities have lower numerical values.
+     */
+    public ContainerRequest(ProfileCapability capability, String[] nodes,
+        String[] racks, Priority priority) {
+      this(capability, nodes, racks, priority, 0, true, null);
+    }
     
     /**
      * Instantiates a {@link ContainerRequest} with the given constraints.
@@ -187,6 +209,29 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
      * Instantiates a {@link ContainerRequest} with the given constraints.
      *
      * @param capability
+     *          The {@link ProfileCapability} to be requested for each container.
+     * @param nodes
+     *          Any hosts to request that the containers are placed on.
+     * @param racks
+     *          Any racks to request that the containers are placed on. The
+     *          racks corresponding to any hosts requested will be automatically
+     *          added to this list.
+     * @param priority
+     *          The priority at which to request the containers. Higher
+     *          priorities have lower numerical values.
+     * @param relaxLocality
+     *          If true, containers for this request may be assigned on hosts
+     *          and racks other than the ones explicitly requested.
+     */
+    public ContainerRequest(ProfileCapability capability, String[] nodes,
+        String[] racks, Priority priority, boolean relaxLocality) {
+      this(capability, nodes, racks, priority, 0, relaxLocality, null);
+    }
+
+    /**
+     * Instantiates a {@link ContainerRequest} with the given constraints.
+     *
+     * @param capability
      *          The {@link Resource} to be requested for each container.
      * @param nodes
      *          Any hosts to request that the containers are placed on.
@@ -273,6 +318,59 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
           relaxLocality, nodeLabelsExpression,
           ExecutionTypeRequest.newInstance());
     }
+
+    public ContainerRequest(ProfileCapability capability, String[] nodes,
+        String[] racks, Priority priority, long allocationRequestId,
+        boolean relaxLocality, String nodeLabelsExpression) {
+      this(capability, nodes, racks, priority, allocationRequestId,
+          relaxLocality, nodeLabelsExpression,
+          ExecutionTypeRequest.newInstance());
+    }
+
+    /**
+     * Instantiates a {@link ContainerRequest} with the given constraints.
+     *
+     * @param capability
+     *          The {@link Resource} to be requested for each container.
+     * @param nodes
+     *          Any hosts to request that the containers are placed on.
+     * @param racks
+     *          Any racks to request that the containers are placed on. The
+     *          racks corresponding to any hosts requested will be automatically
+     *          added to this list.
+     * @param priority
+     *          The priority at which to request the containers. Higher
+     *          priorities have lower numerical values.
+     * @param allocationRequestId
+     *          The allocationRequestId of the request. To be used as a tracking
+     *          id to match Containers allocated against this request. Will
+     *          default to 0 if not specified.
+     * @param relaxLocality
+     *          If true, containers for this request may be assigned on hosts
+     *          and racks other than the ones explicitly requested.
+     * @param nodeLabelsExpression
+     *          Set node labels to allocate resource, now we only support
+     *          asking for only a single node label
+     * @param executionTypeRequest
+     *          Set the execution type of the container request.
+     */
+    public ContainerRequest(Resource capability, String[] nodes, String[] racks,
+        Priority priority, long allocationRequestId, boolean relaxLocality,
+        String nodeLabelsExpression,
+        ExecutionTypeRequest executionTypeRequest) {
+      this(capability, nodes, racks, priority, allocationRequestId,
+          relaxLocality, nodeLabelsExpression, executionTypeRequest,
+          ProfileCapability.DEFAULT_PROFILE);
+    }
+
+    public ContainerRequest(ProfileCapability capability, String[] nodes,
+        String[] racks, Priority priority, long allocationRequestId,
+        boolean relaxLocality, String nodeLabelsExpression,
+        ExecutionTypeRequest executionTypeRequest) {
+      this(capability.getProfileCapabilityOverride(), nodes, racks, priority,
+          allocationRequestId, relaxLocality, nodeLabelsExpression,
+          executionTypeRequest, capability.getProfileName());
+    }
           
     /**
      * Instantiates a {@link ContainerRequest} with the given constraints.
@@ -300,11 +398,13 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
      *          asking for only a single node label
      * @param executionTypeRequest
      *          Set the execution type of the container request.
+     * @param profile
+     *          Set the resource profile for the container request
      */
     public ContainerRequest(Resource capability, String[] nodes, String[] racks,
         Priority priority, long allocationRequestId, boolean relaxLocality,
         String nodeLabelsExpression,
-        ExecutionTypeRequest executionTypeRequest) {
+        ExecutionTypeRequest executionTypeRequest, String profile) {
       this.allocationRequestId = allocationRequestId;
       this.capability = capability;
       this.nodes = (nodes != null ? ImmutableList.copyOf(nodes) : null);
@@ -313,6 +413,7 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
       this.relaxLocality = relaxLocality;
       this.nodeLabelsExpression = nodeLabelsExpression;
       this.executionTypeRequest = executionTypeRequest;
+      this.resourceProfile = profile;
       sanityCheck();
     }
 
@@ -364,6 +465,10 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
       return executionTypeRequest;
     }
 
+    public String getResourceProfile() {
+      return resourceProfile;
+    }
+
     public String toString() {
       StringBuilder sb = new StringBuilder();
       sb.append("Capability[").append(capability).append("]");
@@ -371,6 +476,7 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
       sb.append("AllocationRequestId[").append(allocationRequestId).append("]");
       sb.append("ExecutionTypeRequest[").append(executionTypeRequest)
           .append("]");
+      sb.append("Resource Profile[").append(resourceProfile).append("]");
       return sb.toString();
     }
 
@@ -597,6 +703,15 @@ public abstract class AMRMClient<T extends AMRMClient.ContainerRequest> extends
         " AMRMClient is expected to implement this !!");
   }
 
+
+  @InterfaceStability.Evolving
+  public List<? extends Collection<T>> getMatchingRequests(
+      Priority priority, String resourceName, ExecutionType executionType,
+      ProfileCapability capability) {
+    throw new UnsupportedOperationException("The sub-class extending" +
+        " AMRMClient is expected to implement this !!");
+  }
+
   /**
    * Get outstanding <code>ContainerRequest</code>s matching the given
    * allocationRequestId. These ContainerRequests should have been added via

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/AMRMClientImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/AMRMClientImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/AMRMClientImpl.java
index 44fc1e0..5b85527 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/AMRMClientImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/AMRMClientImpl.java
@@ -59,6 +59,7 @@ import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
 import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceBlacklistRequest;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
@@ -105,56 +106,56 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   protected final Set<String> blacklistedNodes = new HashSet<String>();
   protected final Set<String> blacklistAdditions = new HashSet<String>();
   protected final Set<String> blacklistRemovals = new HashSet<String>();
+
+  protected Map<String, Resource> resourceProfilesMap;
   
   static class ResourceRequestInfo<T> {
     ResourceRequest remoteRequest;
     LinkedHashSet<T> containerRequests;
-    
+
     ResourceRequestInfo(Long allocationRequestId, Priority priority,
-        String resourceName, Resource capability, boolean relaxLocality) {
+        String resourceName, Resource capability, boolean relaxLocality,
+        String resourceProfile) {
+      ProfileCapability profileCapability = ProfileCapability
+          .newInstance(resourceProfile, capability);
       remoteRequest = ResourceRequest.newBuilder().priority(priority)
           .resourceName(resourceName).capability(capability).numContainers(0)
-          .allocationRequestId(allocationRequestId)
-          .relaxLocality(relaxLocality).build();
+          .allocationRequestId(allocationRequestId).relaxLocality(relaxLocality)
+          .profileCapability(profileCapability).build();
       containerRequests = new LinkedHashSet<T>();
     }
   }
 
   /**
-   * Class compares Resource by memory then cpu in reverse order
+   * Class compares Resource by memory, then cpu and then the remaining resource
+   * types in reverse order.
    */
-  static class ResourceReverseMemoryThenCpuComparator implements
-      Comparator<Resource>, Serializable {
-    static final long serialVersionUID = 12345L;
-    @Override
-    public int compare(Resource arg0, Resource arg1) {
-      long mem0 = arg0.getMemorySize();
-      long mem1 = arg1.getMemorySize();
-      long cpu0 = arg0.getVirtualCores();
-      long cpu1 = arg1.getVirtualCores();
-      if(mem0 == mem1) {
-        if(cpu0 == cpu1) {
-          return 0;
-        }
-        if(cpu0 < cpu1) {
-          return 1;
-        }
-        return -1;
-      }
-      if(mem0 < mem1) { 
-        return 1;
-      }
-      return -1;
-    }    
+  static class ProfileCapabilityComparator<T extends ProfileCapability>
+      implements Comparator<T> {
+
+    HashMap<String, Resource> resourceProfilesMap;
+
+    public ProfileCapabilityComparator(
+        HashMap<String, Resource> resourceProfileMap) {
+      this.resourceProfilesMap = resourceProfileMap;
+    }
+
+    public int compare(T arg0, T arg1) {
+      Resource resource0 =
+          ProfileCapability.toResource(arg0, resourceProfilesMap);
+      Resource resource1 =
+          ProfileCapability.toResource(arg1, resourceProfilesMap);
+      return resource1.compareTo(resource0);
+    }
   }
 
-  static boolean canFit(Resource arg0, Resource arg1) {
-    long mem0 = arg0.getMemorySize();
-    long mem1 = arg1.getMemorySize();
-    long cpu0 = arg0.getVirtualCores();
-    long cpu1 = arg1.getVirtualCores();
-    
-    return (mem0 <= mem1 && cpu0 <= cpu1);
+  boolean canFit(ProfileCapability arg0, ProfileCapability arg1) {
+    Resource resource0 =
+        ProfileCapability.toResource(arg0, resourceProfilesMap);
+    Resource resource1 =
+        ProfileCapability.toResource(arg1, resourceProfilesMap);
+    return Resources.fitsIn(resource0, resource1);
+
   }
 
   private final Map<Long, RemoteRequestsTable<T>> remoteRequests =
@@ -232,6 +233,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     return registerApplicationMaster();
   }
 
+  @SuppressWarnings("unchecked")
   private RegisterApplicationMasterResponse registerApplicationMaster()
       throws YarnException, IOException {
     RegisterApplicationMasterRequest request =
@@ -244,6 +246,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
       if (!response.getNMTokensFromPreviousAttempts().isEmpty()) {
         populateNMTokens(response.getNMTokensFromPreviousAttempts());
       }
+      this.resourceProfilesMap = response.getResourceProfiles();
     }
     return response;
   }
@@ -416,13 +419,15 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     for(ResourceRequest r : ask) {
       // create a copy of ResourceRequest as we might change it while the
       // RPC layer is using it to send info across
-      ResourceRequest rr = ResourceRequest.newBuilder()
-          .priority(r.getPriority()).resourceName(r.getResourceName())
-          .capability(r.getCapability()).numContainers(r.getNumContainers())
-          .relaxLocality(r.getRelaxLocality())
-          .nodeLabelExpression(r.getNodeLabelExpression())
-          .executionTypeRequest(r.getExecutionTypeRequest())
-          .allocationRequestId(r.getAllocationRequestId()).build();
+      ResourceRequest rr =
+          ResourceRequest.newBuilder().priority(r.getPriority())
+              .resourceName(r.getResourceName()).capability(r.getCapability())
+              .numContainers(r.getNumContainers())
+              .relaxLocality(r.getRelaxLocality())
+              .nodeLabelExpression(r.getNodeLabelExpression())
+              .executionTypeRequest(r.getExecutionTypeRequest())
+              .allocationRequestId(r.getAllocationRequestId())
+              .profileCapability(r.getProfileCapability()).build();
       askList.add(rr);
     }
     return askList;
@@ -504,6 +509,8 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   public synchronized void addContainerRequest(T req) {
     Preconditions.checkArgument(req != null,
         "Resource request can not be null.");
+    ProfileCapability profileCapability = ProfileCapability
+        .newInstance(req.getResourceProfile(), req.getCapability());
     Set<String> dedupedRacks = new HashSet<String>();
     if (req.getRacks() != null) {
       dedupedRacks.addAll(req.getRacks());
@@ -516,6 +523,8 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     Set<String> inferredRacks = resolveRacks(req.getNodes());
     inferredRacks.removeAll(dedupedRacks);
 
+    checkResourceProfile(req.getResourceProfile());
+
     // check that specific and non-specific requests cannot be mixed within a
     // priority
     checkLocalityRelaxationConflict(req.getAllocationRequestId(),
@@ -540,26 +549,26 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
       }
       for (String node : dedupedNodes) {
         addResourceRequest(req.getPriority(), node,
-            req.getExecutionTypeRequest(), req.getCapability(), req, true,
+            req.getExecutionTypeRequest(), profileCapability, req, true,
             req.getNodeLabelExpression());
       }
     }
 
     for (String rack : dedupedRacks) {
       addResourceRequest(req.getPriority(), rack, req.getExecutionTypeRequest(),
-          req.getCapability(), req, true, req.getNodeLabelExpression());
+          profileCapability, req, true, req.getNodeLabelExpression());
     }
 
     // Ensure node requests are accompanied by requests for
     // corresponding rack
     for (String rack : inferredRacks) {
       addResourceRequest(req.getPriority(), rack, req.getExecutionTypeRequest(),
-          req.getCapability(), req, req.getRelaxLocality(),
+          profileCapability, req, req.getRelaxLocality(),
           req.getNodeLabelExpression());
     }
     // Off-switch
     addResourceRequest(req.getPriority(), ResourceRequest.ANY,
-        req.getExecutionTypeRequest(), req.getCapability(), req,
+        req.getExecutionTypeRequest(), profileCapability, req,
         req.getRelaxLocality(), req.getNodeLabelExpression());
   }
 
@@ -567,6 +576,8 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   public synchronized void removeContainerRequest(T req) {
     Preconditions.checkArgument(req != null,
         "Resource request can not be null.");
+    ProfileCapability profileCapability = ProfileCapability
+        .newInstance(req.getResourceProfile(), req.getCapability());
     Set<String> allRacks = new HashSet<String>();
     if (req.getRacks() != null) {
       allRacks.addAll(req.getRacks());
@@ -577,17 +588,17 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     if (req.getNodes() != null) {
       for (String node : new HashSet<String>(req.getNodes())) {
         decResourceRequest(req.getPriority(), node,
-            req.getExecutionTypeRequest(), req.getCapability(), req);
+            req.getExecutionTypeRequest(), profileCapability, req);
       }
     }
 
     for (String rack : allRacks) {
       decResourceRequest(req.getPriority(), rack,
-          req.getExecutionTypeRequest(), req.getCapability(), req);
+          req.getExecutionTypeRequest(), profileCapability, req);
     }
 
     decResourceRequest(req.getPriority(), ResourceRequest.ANY,
-        req.getExecutionTypeRequest(), req.getCapability(), req);
+        req.getExecutionTypeRequest(), profileCapability, req);
   }
 
   @Override
@@ -660,6 +671,17 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   public synchronized List<? extends Collection<T>> getMatchingRequests(
       Priority priority, String resourceName, ExecutionType executionType,
       Resource capability) {
+    ProfileCapability profileCapability =
+        ProfileCapability.newInstance(capability);
+    return getMatchingRequests(priority, resourceName, executionType,
+        profileCapability);
+  }
+
+  @Override
+  @SuppressWarnings("unchecked")
+  public synchronized List<? extends Collection<T>> getMatchingRequests(
+      Priority priority, String resourceName, ExecutionType executionType,
+      ProfileCapability capability) {
     Preconditions.checkArgument(capability != null,
         "The Resource to be requested should not be null ");
     Preconditions.checkArgument(priority != null,
@@ -669,22 +691,22 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     RemoteRequestsTable remoteRequestsTable = getTable(0);
 
     if (null != remoteRequestsTable) {
-      List<ResourceRequestInfo<T>> matchingRequests =
-          remoteRequestsTable.getMatchingRequests(priority, resourceName,
-              executionType, capability);
+      List<ResourceRequestInfo<T>> matchingRequests = remoteRequestsTable
+          .getMatchingRequests(priority, resourceName, executionType,
+              capability);
       if (null != matchingRequests) {
         // If no exact match. Container may be larger than what was requested.
         // get all resources <= capability. map is reverse sorted.
         for (ResourceRequestInfo<T> resReqInfo : matchingRequests) {
-          if (canFit(resReqInfo.remoteRequest.getCapability(), capability) &&
-              !resReqInfo.containerRequests.isEmpty()) {
+          if (canFit(resReqInfo.remoteRequest.getProfileCapability(),
+              capability) && !resReqInfo.containerRequests.isEmpty()) {
             list.add(resReqInfo.containerRequests);
           }
         }
       }
     }
     // no match found
-    return list;          
+    return list;
   }
   
   private Set<String> resolveRacks(List<String> nodes) {
@@ -732,6 +754,15 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
       }
     }
   }
+
+  private void checkResourceProfile(String profile) {
+    if (resourceProfilesMap != null && !resourceProfilesMap.isEmpty()
+        && !resourceProfilesMap.containsKey(profile)) {
+      throw new InvalidContainerRequestException(
+          "Invalid profile name, valid profile names are " + resourceProfilesMap
+              .keySet());
+    }
+  }
   
   /**
    * Valid if a node label expression specified on container request is valid or
@@ -788,12 +819,16 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   }
 
   private void addResourceRequest(Priority priority, String resourceName,
-      ExecutionTypeRequest execTypeReq, Resource capability, T req,
+      ExecutionTypeRequest execTypeReq, ProfileCapability capability, T req,
       boolean relaxLocality, String labelExpression) {
     RemoteRequestsTable<T> remoteRequestsTable =
         getTable(req.getAllocationRequestId());
     if (remoteRequestsTable == null) {
       remoteRequestsTable = new RemoteRequestsTable<T>();
+      if (this.resourceProfilesMap instanceof HashMap) {
+        remoteRequestsTable.setResourceComparator(
+            new ProfileCapabilityComparator((HashMap) resourceProfilesMap));
+      }
       putTable(req.getAllocationRequestId(), remoteRequestsTable);
     }
     @SuppressWarnings("unchecked")
@@ -806,6 +841,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
     addResourceRequestToAsk(resourceRequestInfo.remoteRequest);
 
     if (LOG.isDebugEnabled()) {
+      LOG.debug("Adding request to ask " + resourceRequestInfo.remoteRequest);
       LOG.debug("addResourceRequest:" + " applicationId="
           + " priority=" + priority.getPriority()
           + " resourceName=" + resourceName + " numContainers="
@@ -815,7 +851,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   }
 
   private void decResourceRequest(Priority priority, String resourceName,
-      ExecutionTypeRequest execTypeReq, Resource capability, T req) {
+      ExecutionTypeRequest execTypeReq, ProfileCapability capability, T req) {
     RemoteRequestsTable<T> remoteRequestsTable =
         getTable(req.getAllocationRequestId());
     if (remoteRequestsTable != null) {
@@ -825,7 +861,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
               execTypeReq, capability, req);
       // send the ResourceRequest to RM even if is 0 because it needs to
       // override a previously sent value. If ResourceRequest was not sent
-      // previously then sending 0 ought to be a no-op on RM
+      // previously then sending 0 aught to be a no-op on RM
       if (resourceRequestInfo != null) {
         addResourceRequestToAsk(resourceRequestInfo.remoteRequest);
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/RemoteRequestsTable.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/RemoteRequestsTable.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/RemoteRequestsTable.java
index 110ca79..135e1db 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/RemoteRequestsTable.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/RemoteRequestsTable.java
@@ -23,7 +23,7 @@ import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.yarn.api.records.ExecutionType;
 import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
 import org.apache.hadoop.yarn.api.records.Priority;
-import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 
 import java.util.Collection;
 import java.util.HashMap;
@@ -35,43 +35,42 @@ import java.util.TreeMap;
 
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.client.api.impl.AMRMClientImpl.ResourceRequestInfo;
-import org.apache.hadoop.yarn.client.api.impl.AMRMClientImpl.ResourceReverseMemoryThenCpuComparator;
+import org.apache.hadoop.yarn.client.api.impl.AMRMClientImpl.ProfileCapabilityComparator;
 
 class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
 
   private static final Log LOG = LogFactory.getLog(RemoteRequestsTable.class);
 
-  static ResourceReverseMemoryThenCpuComparator resourceComparator =
-      new ResourceReverseMemoryThenCpuComparator();
+  private ProfileCapabilityComparator resourceComparator;
 
   /**
    * Nested Iterator that iterates over just the ResourceRequestInfo
    * object.
    */
   class RequestInfoIterator implements Iterator<ResourceRequestInfo> {
-    private Iterator<Map<String, Map<ExecutionType, TreeMap<Resource,
+    private Iterator<Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
         ResourceRequestInfo>>>> iLocMap;
-    private Iterator<Map<ExecutionType, TreeMap<Resource,
+    private Iterator<Map<ExecutionType, TreeMap<ProfileCapability,
         ResourceRequestInfo>>> iExecTypeMap;
-    private Iterator<TreeMap<Resource, ResourceRequestInfo>> iCapMap;
+    private Iterator<TreeMap<ProfileCapability, ResourceRequestInfo>> iCapMap;
     private Iterator<ResourceRequestInfo> iResReqInfo;
 
     public RequestInfoIterator(Iterator<Map<String,
-        Map<ExecutionType, TreeMap<Resource, ResourceRequestInfo>>>>
+        Map<ExecutionType, TreeMap<ProfileCapability, ResourceRequestInfo>>>>
         iLocationMap) {
       this.iLocMap = iLocationMap;
       if (iLocMap.hasNext()) {
         iExecTypeMap = iLocMap.next().values().iterator();
       } else {
         iExecTypeMap =
-            new LinkedList<Map<ExecutionType, TreeMap<Resource,
+            new LinkedList<Map<ExecutionType, TreeMap<ProfileCapability,
                 ResourceRequestInfo>>>().iterator();
       }
       if (iExecTypeMap.hasNext()) {
         iCapMap = iExecTypeMap.next().values().iterator();
       } else {
         iCapMap =
-            new LinkedList<TreeMap<Resource, ResourceRequestInfo>>()
+            new LinkedList<TreeMap<ProfileCapability, ResourceRequestInfo>>()
                 .iterator();
       }
       if (iCapMap.hasNext()) {
@@ -113,7 +112,7 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
   // Nest map with Primary key :
   // Priority -> ResourceName(String) -> ExecutionType -> Capability(Resource)
   // and value : ResourceRequestInfo
-  private Map<Priority, Map<String, Map<ExecutionType, TreeMap<Resource,
+  private Map<Priority, Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
       ResourceRequestInfo>>>> remoteRequestsTable = new HashMap<>();
 
   @Override
@@ -122,8 +121,8 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
   }
 
   ResourceRequestInfo get(Priority priority, String location,
-      ExecutionType execType, Resource capability) {
-    TreeMap<Resource, ResourceRequestInfo> capabilityMap =
+      ExecutionType execType, ProfileCapability capability) {
+    TreeMap<ProfileCapability, ResourceRequestInfo> capabilityMap =
         getCapabilityMap(priority, location, execType);
     if (capabilityMap == null) {
       return null;
@@ -131,9 +130,10 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     return capabilityMap.get(capability);
   }
 
+  @SuppressWarnings("unchecked")
   void put(Priority priority, String resourceName, ExecutionType execType,
-      Resource capability, ResourceRequestInfo resReqInfo) {
-    Map<String, Map<ExecutionType, TreeMap<Resource,
+      ProfileCapability capability, ResourceRequestInfo resReqInfo) {
+    Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
         ResourceRequestInfo>>> locationMap =
         remoteRequestsTable.get(priority);
     if (locationMap == null) {
@@ -143,8 +143,8 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
         LOG.debug("Added priority=" + priority);
       }
     }
-    Map<ExecutionType, TreeMap<Resource, ResourceRequestInfo>> execTypeMap =
-        locationMap.get(resourceName);
+    Map<ExecutionType, TreeMap<ProfileCapability, ResourceRequestInfo>>
+        execTypeMap = locationMap.get(resourceName);
     if (execTypeMap == null) {
       execTypeMap = new HashMap<>();
       locationMap.put(resourceName, execTypeMap);
@@ -152,9 +152,14 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
         LOG.debug("Added resourceName=" + resourceName);
       }
     }
-    TreeMap<Resource, ResourceRequestInfo> capabilityMap =
+    TreeMap<ProfileCapability, ResourceRequestInfo> capabilityMap =
         execTypeMap.get(execType);
     if (capabilityMap == null) {
+      // this can happen if the user doesn't register with the RM before
+      // calling addResourceRequest
+      if (resourceComparator == null) {
+        resourceComparator = new ProfileCapabilityComparator(new HashMap<>());
+      }
       capabilityMap = new TreeMap<>(resourceComparator);
       execTypeMap.put(execType, capabilityMap);
       if (LOG.isDebugEnabled()) {
@@ -165,9 +170,9 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
   }
 
   ResourceRequestInfo remove(Priority priority, String resourceName,
-      ExecutionType execType, Resource capability) {
+      ExecutionType execType, ProfileCapability capability) {
     ResourceRequestInfo retVal = null;
-    Map<String, Map<ExecutionType, TreeMap<Resource,
+    Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
         ResourceRequestInfo>>> locationMap = remoteRequestsTable.get(priority);
     if (locationMap == null) {
       if (LOG.isDebugEnabled()) {
@@ -175,7 +180,7 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
       }
       return null;
     }
-    Map<ExecutionType, TreeMap<Resource, ResourceRequestInfo>>
+    Map<ExecutionType, TreeMap<ProfileCapability, ResourceRequestInfo>>
         execTypeMap = locationMap.get(resourceName);
     if (execTypeMap == null) {
       if (LOG.isDebugEnabled()) {
@@ -183,7 +188,7 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
       }
       return null;
     }
-    TreeMap<Resource, ResourceRequestInfo> capabilityMap =
+    TreeMap<ProfileCapability, ResourceRequestInfo> capabilityMap =
         execTypeMap.get(execType);
     if (capabilityMap == null) {
       if (LOG.isDebugEnabled()) {
@@ -204,14 +209,14 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     return retVal;
   }
 
-  Map<String, Map<ExecutionType, TreeMap<Resource,
+  Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
       ResourceRequestInfo>>> getLocationMap(Priority priority) {
     return remoteRequestsTable.get(priority);
   }
 
-  Map<ExecutionType, TreeMap<Resource, ResourceRequestInfo>>
+  Map<ExecutionType, TreeMap<ProfileCapability, ResourceRequestInfo>>
       getExecutionTypeMap(Priority priority, String location) {
-    Map<String, Map<ExecutionType, TreeMap<Resource,
+    Map<String, Map<ExecutionType, TreeMap<ProfileCapability,
         ResourceRequestInfo>>> locationMap = getLocationMap(priority);
     if (locationMap == null) {
       return null;
@@ -219,10 +224,10 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     return locationMap.get(location);
   }
 
-  TreeMap<Resource, ResourceRequestInfo> getCapabilityMap(Priority
+  TreeMap<ProfileCapability, ResourceRequestInfo> getCapabilityMap(Priority
       priority, String location,
       ExecutionType execType) {
-    Map<ExecutionType, TreeMap<Resource, ResourceRequestInfo>>
+    Map<ExecutionType, TreeMap<ProfileCapability, ResourceRequestInfo>>
         executionTypeMap = getExecutionTypeMap(priority, location);
     if (executionTypeMap == null) {
       return null;
@@ -236,7 +241,7 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     List retList = new LinkedList<>();
     for (String location : locations) {
       for (ExecutionType eType : ExecutionType.values()) {
-        TreeMap<Resource, ResourceRequestInfo> capabilityMap =
+        TreeMap<ProfileCapability, ResourceRequestInfo> capabilityMap =
             getCapabilityMap(priority, location, eType);
         if (capabilityMap != null) {
           retList.addAll(capabilityMap.values());
@@ -248,9 +253,9 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
 
   List<ResourceRequestInfo> getMatchingRequests(
       Priority priority, String resourceName, ExecutionType executionType,
-      Resource capability) {
+      ProfileCapability capability) {
     List<ResourceRequestInfo> list = new LinkedList<>();
-    TreeMap<Resource, ResourceRequestInfo> capabilityMap =
+    TreeMap<ProfileCapability, ResourceRequestInfo> capabilityMap =
         getCapabilityMap(priority, resourceName, executionType);
     if (capabilityMap != null) {
       ResourceRequestInfo resourceRequestInfo = capabilityMap.get(capability);
@@ -266,14 +271,15 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
   @SuppressWarnings("unchecked")
   ResourceRequestInfo addResourceRequest(Long allocationRequestId,
       Priority priority, String resourceName, ExecutionTypeRequest execTypeReq,
-      Resource capability, T req, boolean relaxLocality,
+      ProfileCapability capability, T req, boolean relaxLocality,
       String labelExpression) {
-    ResourceRequestInfo resourceRequestInfo = get(priority, resourceName,
-        execTypeReq.getExecutionType(), capability);
+    ResourceRequestInfo resourceRequestInfo =
+        get(priority, resourceName, execTypeReq.getExecutionType(), capability);
     if (resourceRequestInfo == null) {
       resourceRequestInfo =
           new ResourceRequestInfo(allocationRequestId, priority, resourceName,
-              capability, relaxLocality);
+              capability.getProfileCapabilityOverride(), relaxLocality,
+              capability.getProfileName());
       put(priority, resourceName, execTypeReq.getExecutionType(), capability,
           resourceRequestInfo);
     }
@@ -288,11 +294,14 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     if (ResourceRequest.ANY.equals(resourceName)) {
       resourceRequestInfo.remoteRequest.setNodeLabelExpression(labelExpression);
     }
+    if (LOG.isDebugEnabled()) {
+      LOG.debug("Adding request to ask " + resourceRequestInfo.remoteRequest);
+    }
     return resourceRequestInfo;
   }
 
   ResourceRequestInfo decResourceRequest(Priority priority, String resourceName,
-      ExecutionTypeRequest execTypeReq, Resource capability, T req) {
+      ExecutionTypeRequest execTypeReq, ProfileCapability capability, T req) {
     ResourceRequestInfo resourceRequestInfo = get(priority, resourceName,
         execTypeReq.getExecutionType(), capability);
 
@@ -330,4 +339,34 @@ class RemoteRequestsTable<T> implements Iterable<ResourceRequestInfo>{
     return remoteRequestsTable.isEmpty();
   }
 
+  @SuppressWarnings("unchecked")
+  public void setResourceComparator(ProfileCapabilityComparator comparator) {
+    ProfileCapabilityComparator old = this.resourceComparator;
+    this.resourceComparator = comparator;
+    if (old != null) {
+      // we've already set a resource comparator - re-create the maps with the
+      // new one. this is needed in case someone adds container requests before
+      // registering with the RM. In such a case, the comparator won't have
+      // the resource profiles map. After registration, the map is available
+      // so re-create the capabilities maps
+
+      for (Map.Entry<Priority, Map<String, Map<ExecutionType,
+          TreeMap<ProfileCapability, ResourceRequestInfo>>>>
+          priEntry : remoteRequestsTable.entrySet()) {
+        for (Map.Entry<String, Map<ExecutionType, TreeMap<ProfileCapability,
+            ResourceRequestInfo>>> nameEntry : priEntry.getValue().entrySet()) {
+          for (Map.Entry<ExecutionType, TreeMap<ProfileCapability,
+              ResourceRequestInfo>> execEntry : nameEntry
+              .getValue().entrySet()) {
+            Map<ProfileCapability, ResourceRequestInfo> capabilityMap =
+                execEntry.getValue();
+            TreeMap<ProfileCapability, ResourceRequestInfo> newCapabiltyMap =
+                new TreeMap<>(resourceComparator);
+            newCapabiltyMap.putAll(capabilityMap);
+            execEntry.setValue(newCapabiltyMap);
+          }
+        }
+      }
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClient.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClient.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClient.java
index 8772fdc..74f57fd 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClient.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClient.java
@@ -69,6 +69,7 @@ import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.NodeReport;
 import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.Token;
@@ -135,7 +136,12 @@ public class TestAMRMClient {
     // set the minimum allocation so that resource decrease can go under 1024
     conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 512);
     conf.setLong(YarnConfiguration.NM_LOG_RETAIN_SECONDS, 1);
-    yarnCluster = new MiniYARNCluster(TestAMRMClient.class.getName(), nodeCount, 1, 1);
+    startYARNCluster();
+  }
+
+  private static void startYARNCluster() throws Exception {
+    yarnCluster =
+        new MiniYARNCluster(TestAMRMClient.class.getName(), nodeCount, 1, 1);
     yarnCluster.init(conf);
     yarnCluster.start();
 
@@ -158,8 +164,8 @@ public class TestAMRMClient {
 
     node = nodeReports.get(0).getNodeId().getHost();
     rack = nodeReports.get(0).getRackName();
-    nodes = new String[]{ node };
-    racks = new String[]{ rack };
+    nodes = new String[] { node };
+    racks = new String[] { rack };
   }
   
   @Before
@@ -529,7 +535,8 @@ public class TestAMRMClient {
   }
   
   @Test (timeout=60000)
-  public void testAMRMClientMatchingFitInferredRack() throws YarnException, IOException {
+  public void testAMRMClientMatchingFitInferredRack()
+      throws YarnException, IOException {
     AMRMClientImpl<ContainerRequest> amClient = null;
     try {
       // start am rm client
@@ -537,10 +544,10 @@ public class TestAMRMClient {
       amClient.init(conf);
       amClient.start();
       amClient.registerApplicationMaster("Host", 10000, "");
-      
+
       Resource capability = Resource.newInstance(1024, 2);
 
-      ContainerRequest storedContainer1 = 
+      ContainerRequest storedContainer1 =
           new ContainerRequest(capability, nodes, null, priority);
       amClient.addContainerRequest(storedContainer1);
 
@@ -557,14 +564,15 @@ public class TestAMRMClient {
       verifyMatches(matches, 1);
       storedRequest = matches.get(0).iterator().next();
       assertEquals(storedContainer1, storedRequest);
-      
+
       // inferred rack match no longer valid after request is removed
       amClient.removeContainerRequest(storedContainer1);
       matches = amClient.getMatchingRequests(priority, rack, capability);
       assertTrue(matches.isEmpty());
-      
-      amClient.unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED,
-          null, null);
+
+      amClient
+          .unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED, null,
+              null);
 
     } finally {
       if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
@@ -597,16 +605,19 @@ public class TestAMRMClient {
       amClient.addContainerRequest(storedContainer1);
       amClient.addContainerRequest(storedContainer2);
       amClient.addContainerRequest(storedContainer3);
+
+      ProfileCapability profileCapability =
+          ProfileCapability.newInstance(capability);
       
       // test addition and storage
       RemoteRequestsTable<ContainerRequest> remoteRequestsTable =
           amClient.getTable(0);
       int containersRequestedAny = remoteRequestsTable.get(priority,
-          ResourceRequest.ANY, ExecutionType.GUARANTEED, capability)
+          ResourceRequest.ANY, ExecutionType.GUARANTEED, profileCapability)
           .remoteRequest.getNumContainers();
       assertEquals(2, containersRequestedAny);
       containersRequestedAny = remoteRequestsTable.get(priority1,
-          ResourceRequest.ANY, ExecutionType.GUARANTEED, capability)
+          ResourceRequest.ANY, ExecutionType.GUARANTEED, profileCapability)
           .remoteRequest.getNumContainers();
          assertEquals(1, containersRequestedAny);
       List<? extends Collection<ContainerRequest>> matches = 
@@ -1320,14 +1331,16 @@ public class TestAMRMClient {
       int expAsks, int expRelease) {
     RemoteRequestsTable<ContainerRequest> remoteRequestsTable =
         amClient.getTable(allocationReqId);
+    ProfileCapability profileCapability =
+        ProfileCapability.newInstance(capability);
     int containersRequestedNode = remoteRequestsTable.get(priority,
-        node, ExecutionType.GUARANTEED, capability).remoteRequest
+        node, ExecutionType.GUARANTEED, profileCapability).remoteRequest
         .getNumContainers();
     int containersRequestedRack = remoteRequestsTable.get(priority,
-        rack, ExecutionType.GUARANTEED, capability).remoteRequest
+        rack, ExecutionType.GUARANTEED, profileCapability).remoteRequest
         .getNumContainers();
     int containersRequestedAny = remoteRequestsTable.get(priority,
-        ResourceRequest.ANY, ExecutionType.GUARANTEED, capability)
+        ResourceRequest.ANY, ExecutionType.GUARANTEED, profileCapability)
         .remoteRequest.getNumContainers();
 
     assertEquals(expNode, containersRequestedNode);
@@ -1534,4 +1547,108 @@ public class TestAMRMClient {
     }
     return result;
   }
+
+  @Test(timeout = 60000)
+  public void testGetMatchingFitWithProfiles() throws Exception {
+    cancelApp();
+    tearDown();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    startYARNCluster();
+    startApp();
+    AMRMClient<ContainerRequest> amClient = null;
+    try {
+      // start am rm client
+      amClient = AMRMClient.<ContainerRequest>createAMRMClient();
+      amClient.init(conf);
+      amClient.start();
+      amClient.registerApplicationMaster("Host", 10000, "");
+
+      ProfileCapability capability1 = ProfileCapability.newInstance("minimum");
+      ProfileCapability capability2 = ProfileCapability.newInstance("default");
+      ProfileCapability capability3 = ProfileCapability.newInstance("maximum");
+      ProfileCapability capability4 = ProfileCapability
+          .newInstance("minimum", Resource.newInstance(2048, 1));
+      ProfileCapability capability5 = ProfileCapability.newInstance("default");
+      ProfileCapability capability6 = ProfileCapability
+          .newInstance("default", Resource.newInstance(2048, 1));
+      // http has the same capabilities as default
+      ProfileCapability capability7 = ProfileCapability.newInstance("http");
+
+      ContainerRequest storedContainer1 =
+          new ContainerRequest(capability1, nodes, racks, priority);
+      ContainerRequest storedContainer2 =
+          new ContainerRequest(capability2, nodes, racks, priority);
+      ContainerRequest storedContainer3 =
+          new ContainerRequest(capability3, nodes, racks, priority);
+      ContainerRequest storedContainer4 =
+          new ContainerRequest(capability4, nodes, racks, priority);
+      ContainerRequest storedContainer5 =
+          new ContainerRequest(capability5, nodes, racks, priority2);
+      ContainerRequest storedContainer6 =
+          new ContainerRequest(capability6, nodes, racks, priority);
+      ContainerRequest storedContainer7 =
+          new ContainerRequest(capability7, nodes, racks, priority);
+
+
+      amClient.addContainerRequest(storedContainer1);
+      amClient.addContainerRequest(storedContainer2);
+      amClient.addContainerRequest(storedContainer3);
+      amClient.addContainerRequest(storedContainer4);
+      amClient.addContainerRequest(storedContainer5);
+      amClient.addContainerRequest(storedContainer6);
+      amClient.addContainerRequest(storedContainer7);
+
+      // test matching of containers
+      List<? extends Collection<ContainerRequest>> matches;
+      ContainerRequest storedRequest;
+      // exact match
+      ProfileCapability testCapability1 =
+          ProfileCapability.newInstance("minimum");
+      matches = amClient
+          .getMatchingRequests(priority, node, ExecutionType.GUARANTEED,
+              testCapability1);
+      verifyMatches(matches, 1);
+      storedRequest = matches.get(0).iterator().next();
+      assertEquals(storedContainer1, storedRequest);
+      amClient.removeContainerRequest(storedContainer1);
+
+      // exact matching with order maintained
+      // we should get back 3 matches - default + http because they have the
+      // same capability
+      ProfileCapability testCapability2 =
+          ProfileCapability.newInstance("default");
+      matches = amClient
+          .getMatchingRequests(priority, node, ExecutionType.GUARANTEED,
+              testCapability2);
+      verifyMatches(matches, 2);
+      // must be returned in the order they were made
+      int i = 0;
+      for (ContainerRequest storedRequest1 : matches.get(0)) {
+        switch(i) {
+        case 0:
+          assertEquals(storedContainer2, storedRequest1);
+          break;
+        case 1:
+          assertEquals(storedContainer7, storedRequest1);
+          break;
+        }
+        i++;
+      }
+      amClient.removeContainerRequest(storedContainer5);
+
+      // matching with larger container. all requests returned
+      Resource testCapability3 = Resource.newInstance(8192, 8);
+      matches = amClient
+          .getMatchingRequests(priority, node, testCapability3);
+      assertEquals(3, matches.size());
+
+      Resource testCapability4 = Resource.newInstance(2048, 1);
+      matches = amClient.getMatchingRequests(priority, node, testCapability4);
+      assertEquals(1, matches.size());
+    } finally {
+      if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
+        amClient.stop();
+      }
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClientContainerRequest.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClientContainerRequest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClientContainerRequest.java
index ad18da3..53e70ec 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClientContainerRequest.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestAMRMClientContainerRequest.java
@@ -29,6 +29,7 @@ import org.apache.hadoop.net.DNSToSwitchMapping;
 import org.apache.hadoop.yarn.api.records.ExecutionType;
 import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.client.api.AMRMClient;
@@ -274,9 +275,10 @@ public class TestAMRMClientContainerRequest {
       AMRMClientImpl<ContainerRequest> client, ContainerRequest request,
       String location, boolean expectedRelaxLocality,
       ExecutionType executionType) {
-    ResourceRequest ask = client.getTable(0)
-        .get(request.getPriority(), location, executionType,
-            request.getCapability()).remoteRequest;
+    ProfileCapability profileCapability = ProfileCapability
+        .newInstance(request.getResourceProfile(), request.getCapability());
+    ResourceRequest ask = client.getTable(0).get(request.getPriority(),
+        location, executionType, profileCapability).remoteRequest;
     assertEquals(location, ask.getResourceName());
     assertEquals(1, ask.getNumContainers());
     assertEquals(expectedRelaxLocality, ask.getRelaxLocality());

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestDistributedScheduling.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestDistributedScheduling.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestDistributedScheduling.java
index b552d19..3d2b7a6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestDistributedScheduling.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestDistributedScheduling.java
@@ -43,6 +43,7 @@ import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.NodeReport;
 import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.Token;
@@ -388,18 +389,21 @@ public class TestDistributedScheduling extends BaseAMRMProxyE2ETest {
 
       RemoteRequestsTable<ContainerRequest> remoteRequestsTable =
           amClient.getTable(0);
+      ProfileCapability profileCapability =
+          ProfileCapability.newInstance(capability);
+
       int containersRequestedNode = remoteRequestsTable.get(priority,
-          node, ExecutionType.GUARANTEED, capability).remoteRequest
+          node, ExecutionType.GUARANTEED, profileCapability).remoteRequest
           .getNumContainers();
       int containersRequestedRack = remoteRequestsTable.get(priority,
-          rack, ExecutionType.GUARANTEED, capability).remoteRequest
+          rack, ExecutionType.GUARANTEED, profileCapability).remoteRequest
           .getNumContainers();
       int containersRequestedAny = remoteRequestsTable.get(priority,
-          ResourceRequest.ANY, ExecutionType.GUARANTEED, capability)
+          ResourceRequest.ANY, ExecutionType.GUARANTEED, profileCapability)
           .remoteRequest.getNumContainers();
       int oppContainersRequestedAny =
           remoteRequestsTable.get(priority2, ResourceRequest.ANY,
-              ExecutionType.OPPORTUNISTIC, capability).remoteRequest
+              ExecutionType.OPPORTUNISTIC, profileCapability).remoteRequest
               .getNumContainers();
 
       assertEquals(2, containersRequestedNode);

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestNMClient.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestNMClient.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestNMClient.java
index d211d6d..634541b 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestNMClient.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestNMClient.java
@@ -54,6 +54,7 @@ import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.NodeReport;
 import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
@@ -253,9 +254,11 @@ public class TestNMClient {
           racks, priority));
     }
 
+    ProfileCapability profileCapability =
+        ProfileCapability.newInstance(capability);
     int containersRequestedAny = rmClient.getTable(0)
         .get(priority, ResourceRequest.ANY, ExecutionType.GUARANTEED,
-            capability).remoteRequest.getNumContainers();
+            profileCapability).remoteRequest.getNumContainers();
 
     // RM should allocate container within 2 calls to allocate()
     int allocatedContainerCount = 0;

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestOpportunisticContainerAllocation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestOpportunisticContainerAllocation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestOpportunisticContainerAllocation.java
index 802c207..d11aac4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestOpportunisticContainerAllocation.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/api/impl/TestOpportunisticContainerAllocation.java
@@ -41,6 +41,7 @@ import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.NodeReport;
 import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.Token;
@@ -284,18 +285,20 @@ public class TestOpportunisticContainerAllocation {
             ExecutionTypeRequest.newInstance(
                 ExecutionType.OPPORTUNISTIC, true)));
 
+    ProfileCapability profileCapability =
+        ProfileCapability.newInstance(capability);
     int containersRequestedNode = amClient.getTable(0).get(priority,
-        node, ExecutionType.GUARANTEED, capability).remoteRequest
+        node, ExecutionType.GUARANTEED, profileCapability).remoteRequest
         .getNumContainers();
     int containersRequestedRack = amClient.getTable(0).get(priority,
-        rack, ExecutionType.GUARANTEED, capability).remoteRequest
+        rack, ExecutionType.GUARANTEED, profileCapability).remoteRequest
         .getNumContainers();
     int containersRequestedAny = amClient.getTable(0).get(priority,
-        ResourceRequest.ANY, ExecutionType.GUARANTEED, capability)
+        ResourceRequest.ANY, ExecutionType.GUARANTEED, profileCapability)
         .remoteRequest.getNumContainers();
     int oppContainersRequestedAny =
         amClient.getTable(0).get(priority2, ResourceRequest.ANY,
-            ExecutionType.OPPORTUNISTIC, capability).remoteRequest
+            ExecutionType.OPPORTUNISTIC, profileCapability).remoteRequest
             .getNumContainers();
 
     assertEquals(2, containersRequestedNode);
@@ -413,9 +416,11 @@ public class TestOpportunisticContainerAllocation {
             ExecutionTypeRequest.newInstance(
                 ExecutionType.OPPORTUNISTIC, true)));
 
+    ProfileCapability profileCapability =
+        ProfileCapability.newInstance(capability);
     int oppContainersRequestedAny =
         amClient.getTable(0).get(priority, ResourceRequest.ANY,
-            ExecutionType.OPPORTUNISTIC, capability).remoteRequest
+            ExecutionType.OPPORTUNISTIC, profileCapability).remoteRequest
             .getNumContainers();
 
     assertEquals(2, oppContainersRequestedAny);

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/resources/resource-profiles.json
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/resources/resource-profiles.json b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/resources/resource-profiles.json
new file mode 100644
index 0000000..d0f3f72
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/resources/resource-profiles.json
@@ -0,0 +1,18 @@
+{
+    "minimum": {
+        "memory-mb" : 1024,
+        "vcores" : 1
+    },
+    "default" : {
+        "memory-mb" : 2048,
+        "vcores" : 2
+    },
+    "maximum" : {
+        "memory-mb": 4096,
+        "vcores" : 4
+    },
+    "http" : {
+        "memory-mb" : 2048,
+        "vcores" : 2
+    }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/RegisterApplicationMasterResponsePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/RegisterApplicationMasterResponsePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/RegisterApplicationMasterResponsePBImpl.java
index a95aadf..626e05d 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/RegisterApplicationMasterResponsePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/RegisterApplicationMasterResponsePBImpl.java
@@ -33,6 +33,8 @@ import org.apache.hadoop.yarn.api.records.impl.pb.ContainerPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.NMTokenPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.ProtoUtils;
 import org.apache.hadoop.yarn.api.records.impl.pb.ResourcePBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProfilesProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProfileEntry;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationACLMapProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ContainerProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
@@ -59,6 +61,7 @@ public class RegisterApplicationMasterResponsePBImpl extends
   private List<Container> containersFromPreviousAttempts = null;
   private List<NMToken> nmTokens = null;
   private EnumSet<SchedulerResourceTypes> schedulerResourceTypes = null;
+  private Map<String, Resource> profiles = null;
 
   public RegisterApplicationMasterResponsePBImpl() {
     builder = RegisterApplicationMasterResponseProto.newBuilder();
@@ -123,6 +126,9 @@ public class RegisterApplicationMasterResponsePBImpl extends
     if(schedulerResourceTypes != null) {
       addSchedulerResourceTypes();
     }
+    if (profiles != null) {
+      addResourceProfiles();
+    }
   }
 
 
@@ -433,6 +439,58 @@ public class RegisterApplicationMasterResponsePBImpl extends
     this.schedulerResourceTypes.addAll(types);
   }
 
+  private void addResourceProfiles() {
+    maybeInitBuilder();
+    builder.clearResourceProfiles();
+    if (profiles == null) {
+      return;
+    }
+    ResourceProfilesProto.Builder profilesBuilder =
+        ResourceProfilesProto.newBuilder();
+    for (Map.Entry<String, Resource> entry : profiles.entrySet()) {
+      ResourceProfileEntry.Builder entryBuilder =
+          ResourceProfileEntry.newBuilder();
+      entryBuilder.setName(entry.getKey());
+      entryBuilder.setResources(convertToProtoFormat(entry.getValue()));
+      profilesBuilder.addResourceProfilesMap(entryBuilder.build());
+    }
+    builder.setResourceProfiles(profilesBuilder.build());
+  }
+
+  private void initResourceProfiles() {
+    if (this.profiles != null) {
+      return;
+    }
+    this.profiles = new HashMap<>();
+    RegisterApplicationMasterResponseProtoOrBuilder p =
+        viaProto ? proto : builder;
+
+    if (p.hasResourceProfiles()) {
+      ResourceProfilesProto profilesProto = p.getResourceProfiles();
+      for (ResourceProfileEntry entry : profilesProto
+          .getResourceProfilesMapList()) {
+        this.profiles
+            .put(entry.getName(), convertFromProtoFormat(entry.getResources()));
+      }
+    }
+  }
+
+  @Override
+  public Map<String, Resource> getResourceProfiles() {
+    initResourceProfiles();
+    return this.profiles;
+  }
+
+  @Override
+  public void setResourceProfiles(Map<String, Resource> profilesMap) {
+    if (profilesMap == null) {
+      return;
+    }
+    initResourceProfiles();
+    this.profiles.clear();
+    this.profiles.putAll(profilesMap);
+  }
+
   private Resource convertFromProtoFormat(ResourceProto resource) {
     return new ResourcePBImpl(resource);
   }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 236a763..da07539 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -130,8 +130,8 @@ public class ResourcePBImpl extends Resource {
               ResourceTypes.COUNTABLE;
       String units = entry.hasUnits() ? entry.getUnits() : "";
       Long value = entry.hasValue() ? entry.getValue() : 0L;
-      ResourceInformation ri =
-          ResourceInformation.newInstance(entry.getKey(), units, value, type);
+      ResourceInformation ri = ResourceInformation
+          .newInstance(entry.getKey(), units, value, type, 0L, Long.MAX_VALUE);
       if (resources.containsKey(ri.getName())) {
         resources.get(ri.getName()).setResourceType(ri.getResourceType());
         resources.get(ri.getName()).setUnits(ri.getUnits());


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[12/13] hadoop git commit: YARN-5587. Add support for resource profiles. (vvasudev via asuresh)

Posted by as...@apache.org.
http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceRequestPBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceRequestPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceRequestPBImpl.java
index 9890296..39d772a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceRequestPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceRequestPBImpl.java
@@ -23,8 +23,10 @@ import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
+import org.apache.hadoop.yarn.proto.YarnProtos.ProfileCapabilityProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.PriorityProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceRequestProto;
@@ -40,6 +42,7 @@ public class ResourceRequestPBImpl extends  ResourceRequest {
   private Priority priority = null;
   private Resource capability = null;
   private ExecutionTypeRequest executionTypeRequest = null;
+  private ProfileCapability profile = null;
   
   
   public ResourceRequestPBImpl() {
@@ -52,7 +55,7 @@ public class ResourceRequestPBImpl extends  ResourceRequest {
   }
   
   public ResourceRequestProto getProto() {
-      mergeLocalToProto();
+    mergeLocalToProto();
     proto = viaProto ? proto : builder.build();
     viaProto = true;
     return proto;
@@ -69,6 +72,9 @@ public class ResourceRequestPBImpl extends  ResourceRequest {
       builder.setExecutionTypeRequest(
           ProtoUtils.convertToProtoFormat(this.executionTypeRequest));
     }
+    if (this.profile != null) {
+      builder.setProfile(converToProtoFormat(this.profile));
+    }
   }
 
   private void mergeLocalToProto() {
@@ -229,7 +235,8 @@ public class ResourceRequestPBImpl extends  ResourceRequest {
         + ", Location: " + getResourceName()
         + ", Relax Locality: " + getRelaxLocality()
         + ", Execution Type Request: " + getExecutionTypeRequest()
-        + ", Node Label Expression: " + getNodeLabelExpression() + "}";
+        + ", Node Label Expression: " + getNodeLabelExpression()
+        + ", Resource Profile: " + getProfileCapability() + "}";
   }
 
   @Override
@@ -250,4 +257,34 @@ public class ResourceRequestPBImpl extends  ResourceRequest {
     }
     builder.setNodeLabelExpression(nodeLabelExpression);
   }
+
+  @Override
+  public void setProfileCapability(ProfileCapability profileCapability) {
+    maybeInitBuilder();
+    if (profile == null) {
+      builder.clearProfile();
+    }
+    this.profile = profileCapability;
+  }
+
+  @Override
+  public ProfileCapability getProfileCapability() {
+    if (profile != null) {
+      return profile;
+    }
+    ResourceRequestProtoOrBuilder p = viaProto ? proto : builder;
+    if (!p.hasProfile()) {
+      return null;
+    }
+    return new ProfileCapabilityPBImpl(p.getProfile());
+  }
+
+  private ProfileCapabilityProto converToProtoFormat(
+      ProfileCapability profileCapability) {
+    ProfileCapabilityPBImpl tmp = new ProfileCapabilityPBImpl();
+    tmp.setProfileName(profileCapability.getProfileName());
+    tmp.setProfileCapabilityOverride(
+        profileCapability.getProfileCapabilityOverride());
+    return tmp.getProto();
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 938e462..86cf872 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -26,6 +26,7 @@ import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceStability;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.conf.ConfigurationProvider;
 import org.apache.hadoop.yarn.conf.ConfigurationProviderFactory;
@@ -51,6 +52,8 @@ public class ResourceUtils {
 
   public static final String UNITS = ".units";
   public static final String TYPE = ".type";
+  public static final String MINIMUM_ALLOCATION = ".minimum-allocation";
+  public static final String MAXIMUM_ALLOCATION = ".maximum-allocation";
 
   private static final String MEMORY = ResourceInformation.MEMORY_MB.getName();
   private static final String VCORES = ResourceInformation.VCORES.getName();
@@ -122,6 +125,86 @@ public class ResourceUtils {
     }
   }
 
+  private static void setMinimumAllocationForMandatoryResources(
+      Map<String, ResourceInformation> res, Configuration conf) {
+    String[][] resourceTypesKeys =
+        {
+          { ResourceInformation.MEMORY_MB.getName(),
+            YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
+            String.valueOf(
+              YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB),
+            ResourceInformation.MEMORY_MB.getName()
+          },
+          { ResourceInformation.VCORES.getName(),
+            YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_VCORES,
+            String.valueOf(
+              YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_VCORES),
+            ResourceInformation.VCORES.getName()
+          }
+        };
+    for (String[] arr : resourceTypesKeys) {
+      String resourceTypesKey =
+          YarnConfiguration.RESOURCE_TYPES + "." + arr[0] + MINIMUM_ALLOCATION;
+      long minimumResourceTypes = conf.getLong(resourceTypesKey, -1);
+      long minimumConf = conf.getLong(arr[1], -1);
+      long minimum;
+      if (minimumResourceTypes != -1) {
+        minimum = minimumResourceTypes;
+        if (minimumConf != -1) {
+          LOG.warn("Using minimum allocation for memory specified in "
+              + "resource-types config file with key "
+              + minimumResourceTypes + ", ignoring minimum specified using "
+              + arr[1]);
+        }
+      } else {
+        minimum = conf.getLong(arr[1], Long.parseLong(arr[2]));
+      }
+      ResourceInformation ri = res.get(arr[3]);
+      ri.setMinimumAllocation(minimum);
+    }
+  }
+
+  private static void setMaximumAllocationForMandatoryResources(
+      Map<String, ResourceInformation> res, Configuration conf) {
+    String[][] resourceTypesKeys =
+        {
+          {
+            ResourceInformation.MEMORY_MB.getName(),
+            YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB,
+            String.valueOf(
+              YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB),
+            ResourceInformation.MEMORY_MB.getName()
+          },
+          {
+            ResourceInformation.VCORES.getName(),
+            YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES,
+            String.valueOf(
+              YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES),
+             ResourceInformation.VCORES.getName()
+          }
+        };
+    for (String[] arr : resourceTypesKeys) {
+      String resourceTypesKey =
+          YarnConfiguration.RESOURCE_TYPES + "." + arr[0] + MAXIMUM_ALLOCATION;
+      long maximumResourceTypes = conf.getLong(resourceTypesKey, -1);
+      long maximumConf = conf.getLong(arr[1], -1);
+      long maximum;
+      if (maximumResourceTypes != -1) {
+        maximum = maximumResourceTypes;
+        if (maximumConf != -1) {
+          LOG.warn("Using maximum allocation for memory specified in "
+              + "resource-types config file with key "
+              + maximumResourceTypes + ", ignoring maximum specified using "
+              + arr[1]);
+        }
+      } else {
+        maximum = conf.getLong(arr[1], Long.parseLong(arr[2]));
+      }
+      ResourceInformation ri = res.get(arr[3]);
+      ri.setMaximumAllocation(maximum);
+    }
+  }
+
   @VisibleForTesting
   static void initializeResourcesMap(Configuration conf,
       Map<String, ResourceInformation> resourceInformationMap) {
@@ -135,6 +218,12 @@ public class ResourceUtils {
         String resourceTypeName = conf.get(
             YarnConfiguration.RESOURCE_TYPES + "." + resourceName + TYPE,
             ResourceTypes.COUNTABLE.toString());
+        Long minimumAllocation = conf.getLong(
+            YarnConfiguration.RESOURCE_TYPES + "." + resourceName
+                + MINIMUM_ALLOCATION, 0L);
+        Long maximumAllocation = conf.getLong(
+            YarnConfiguration.RESOURCE_TYPES + "." + resourceName
+                + MAXIMUM_ALLOCATION, Long.MAX_VALUE);
         if (resourceName == null || resourceName.isEmpty()
             || resourceUnits == null || resourceTypeName == null) {
           throw new YarnRuntimeException(
@@ -154,11 +243,14 @@ public class ResourceUtils {
               "Error in config, key '" + resourceName + "' specified twice");
         }
         resourceInformationMap.put(resourceName, ResourceInformation
-            .newInstance(resourceName, resourceUnits, 0L, resourceType));
+            .newInstance(resourceName, resourceUnits, 0L, resourceType,
+                minimumAllocation, maximumAllocation));
       }
     }
     checkMandatatoryResources(resourceInformationMap);
     addManadtoryResources(resourceInformationMap);
+    setMinimumAllocationForMandatoryResources(resourceInformationMap, conf);
+    setMaximumAllocationForMandatoryResources(resourceInformationMap, conf);
     readOnlyResources = Collections.unmodifiableMap(resourceInformationMap);
   }
 
@@ -173,6 +265,12 @@ public class ResourceUtils {
   }
 
   private static Map<String, ResourceInformation> getResourceTypes(
+      Configuration conf) {
+    return getResourceTypes(conf,
+        YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+  }
+
+  private static Map<String, ResourceInformation> getResourceTypes(
       Configuration conf, String resourceFile) {
     if (lock == null) {
       synchronized (ResourceUtils.class) {
@@ -205,6 +303,12 @@ public class ResourceUtils {
 
     ConfigurationProvider provider =
         ConfigurationProviderFactory.getConfigurationProvider(conf);
+    try {
+      provider.init(conf);
+    } catch (Exception e) {
+      throw new IOException(e);
+    }
+
     InputStream ris = provider.getConfigurationInputStream(conf, resourceFile);
     if (ris == null) {
       if (conf.getResource(resourceFile) == null) {
@@ -241,6 +345,12 @@ public class ResourceUtils {
     lock = null;
   }
 
+  @VisibleForTesting
+  public static void resetResourceTypes(Configuration conf) {
+    lock = null;
+    getResourceTypes(conf);
+  }
+
   public static String getUnits(String resourceValue) {
     String units;
     for (int i = 0; i < resourceValue.length(); i++) {
@@ -326,4 +436,53 @@ public class ResourceUtils {
     nodeLock = null;
   }
 
+  public static Resource getResourceTypesMinimumAllocation() {
+    Map<String, ResourceInformation> resourceTypes = getResourceTypes();
+    Resource ret = Resource.newInstance(0, 0);
+    for (Map.Entry<String, ResourceInformation> entry : resourceTypes
+        .entrySet()) {
+      String name = entry.getKey();
+      if (name.equals(ResourceInformation.MEMORY_MB.getName())) {
+        ret.setMemorySize(entry.getValue().getMinimumAllocation());
+        continue;
+      }
+      if (name.equals(ResourceInformation.VCORES.getName())) {
+        Long tmp = entry.getValue().getMinimumAllocation();
+        if (tmp > Integer.MAX_VALUE) {
+          tmp = (long) Integer.MAX_VALUE;
+        }
+        ret.setVirtualCores(tmp.intValue());
+        continue;
+      }
+      ret.setResourceValue(name, entry.getValue().getMinimumAllocation());
+    }
+    return ret;
+  }
+
+  /**
+   * Get a Resource object with for the maximum allocation possible.
+   * @return a Resource object with the maximum allocation for the scheduler
+   */
+  public static Resource getResourceTypesMaximumAllocation() {
+    Map<String, ResourceInformation> resourceTypes = getResourceTypes();
+    Resource ret = Resource.newInstance(0, 0);
+    for (Map.Entry<String, ResourceInformation> entry : resourceTypes
+        .entrySet()) {
+      String name = entry.getKey();
+      if (name.equals(ResourceInformation.MEMORY_MB.getName())) {
+        ret.setMemorySize(entry.getValue().getMaximumAllocation());
+        continue;
+      }
+      if (name.equals(ResourceInformation.VCORES.getName())) {
+        Long tmp = entry.getValue().getMaximumAllocation();
+        if (tmp > Integer.MAX_VALUE) {
+          tmp = (long) Integer.MAX_VALUE;
+        }
+        ret.setVirtualCores(tmp.intValue());
+        continue;
+      }
+      ret.setResourceValue(name, entry.getValue().getMaximumAllocation());
+    }
+    return ret;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
index 63986da..c5e60b4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
@@ -75,12 +75,12 @@ public class Resources {
     }
 
     @Override
+    @SuppressWarnings("deprecation")
     public void setMemory(int memory) {
       throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
-    @SuppressWarnings("deprecation")
     public void setMemorySize(long memory) {
       throw new RuntimeException(name + " cannot be modified!");
     }
@@ -193,13 +193,7 @@ public class Resources {
   }
 
   public static Resource clone(Resource res) {
-    Resource ret = Resource.newInstance(0, 0);
-    for (Map.Entry<String, ResourceInformation> entry : res.getResources()
-        .entrySet()) {
-      ret.setResourceInformation(entry.getKey(),
-          ResourceInformation.newInstance(entry.getValue()));
-    }
-    return ret;
+    return Resource.newInstance(res);
   }
 
   public static Resource addTo(Resource lhs, Resource rhs) {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ApplicationMasterService.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ApplicationMasterService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ApplicationMasterService.java
index 3d7b2b1..d518641 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ApplicationMasterService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ApplicationMasterService.java
@@ -83,6 +83,7 @@ import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
 import org.apache.hadoop.yarn.ipc.YarnRPC;
 import org.apache.hadoop.yarn.security.AMRMTokenIdentifier;
 import org.apache.hadoop.yarn.server.resourcemanager.RMAuditLogger.AuditConstants;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.AMLivelinessMonitor;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttempt;
@@ -120,6 +121,7 @@ public class ApplicationMasterService extends AbstractService implements
   private final ConcurrentMap<ApplicationAttemptId, AllocateResponseLock> responseMap =
       new ConcurrentHashMap<ApplicationAttemptId, AllocateResponseLock>();
   protected final RMContext rmContext;
+  private ResourceProfilesManager resourceProfilesManager;
 
   public ApplicationMasterService(String name, RMContext rmContext,
       YarnScheduler scheduler) {
@@ -127,6 +129,7 @@ public class ApplicationMasterService extends AbstractService implements
     this.amLivelinessMonitor = rmContext.getAMLivelinessMonitor();
     this.rScheduler = scheduler;
     this.rmContext = rmContext;
+    this.resourceProfilesManager = rmContext.getResourceProfilesManager();
   }
 
   public ApplicationMasterService(RMContext rmContext,
@@ -301,6 +304,12 @@ public class ApplicationMasterService extends AbstractService implements
       response.setSchedulerResourceTypes(rScheduler
         .getSchedulingResourceTypes());
 
+      if (getConfig().getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+          YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED)) {
+        response
+            .setResourceProfiles(resourceProfilesManager.getResourceProfiles());
+      }
+
       return response;
     }
   }
@@ -455,6 +464,9 @@ public class ApplicationMasterService extends AbstractService implements
       List<ResourceRequest> ask = request.getAskList();
       List<ContainerId> release = request.getReleaseList();
 
+      RMServerUtils.convertProfileToResourceCapability(ask, getConfig(),
+          resourceProfilesManager);
+
       ResourceBlacklistRequest blacklistRequest =
           request.getResourceBlacklistRequest();
       List<String> blacklistAdditions =

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMServerUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMServerUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMServerUtils.java
index 74898ca..1dfe005 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMServerUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMServerUtils.java
@@ -29,6 +29,7 @@ import java.util.Map;
 import java.util.Set;
 
 import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.security.AccessControlException;
 import org.apache.hadoop.security.UserGroupInformation;
@@ -40,6 +41,7 @@ import org.apache.hadoop.yarn.api.records.ApplicationResourceUsageReport;
 import org.apache.hadoop.yarn.api.records.ApplicationTimeoutType;
 import org.apache.hadoop.yarn.api.records.ContainerId;
 import org.apache.hadoop.yarn.api.records.NodeState;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.QueueInfo;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceBlacklistRequest;
@@ -58,6 +60,7 @@ import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.factories.RecordFactory;
 import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
 import org.apache.hadoop.yarn.security.YarnAuthorizationProvider;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMAppState;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt
     .RMAppAttemptState;
@@ -80,6 +83,8 @@ import org.apache.hadoop.yarn.util.resource.Resources;
  */
 public class RMServerUtils {
 
+  private static final Log LOG_HANDLE = LogFactory.getLog(RMServerUtils.class);
+
   private static final String UPDATE_OUTSTANDING_ERROR =
       "UPDATE_OUTSTANDING_ERROR";
   private static final String INCORRECT_CONTAINER_VERSION_ERROR =
@@ -523,4 +528,49 @@ public class RMServerUtils {
     }
     return newApplicationTimeout;
   }
+
+  public static void convertProfileToResourceCapability(
+      List<ResourceRequest> asks, Configuration conf,
+      ResourceProfilesManager resourceProfilesManager) throws YarnException {
+    boolean profilesEnabled =
+        conf.getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    if (!profilesEnabled) {
+      return;
+    }
+    for (ResourceRequest req : asks) {
+      convertProfileToResourceCapability(req, conf, resourceProfilesManager);
+    }
+  }
+
+  public static void convertProfileToResourceCapability(ResourceRequest ask,
+      Configuration conf, ResourceProfilesManager resourceProfilesManager)
+      throws YarnException {
+
+    if (LOG_HANDLE.isDebugEnabled()) {
+      LOG_HANDLE
+          .debug("Converting profile to resource capability for ask " + ask);
+    }
+
+    boolean profilesEnabled =
+        conf.getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    if (!profilesEnabled) {
+      if (ask.getProfileCapability() != null && !ask.getProfileCapability()
+          .getProfileCapabilityOverride().equals(Resources.none())) {
+        ask.setCapability(
+            ask.getProfileCapability().getProfileCapabilityOverride());
+      }
+    } else {
+      if (ask.getProfileCapability() != null) {
+        ask.setCapability(ProfileCapability
+            .toResource(ask.getProfileCapability(),
+                resourceProfilesManager.getResourceProfiles()));
+      }
+    }
+    if (LOG_HANDLE.isDebugEnabled()) {
+      LOG_HANDLE
+          .debug("Converted profile to resource capability for ask " + ask);
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
index 4bef333..15479e0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/ResourceProfilesManagerImpl.java
@@ -88,6 +88,10 @@ public class ResourceProfilesManagerImpl implements ResourceProfilesManager {
     while (iterator.hasNext()) {
       Map.Entry entry = (Map.Entry) iterator.next();
       String key = entry.getKey().toString();
+      if (key.isEmpty()) {
+        throw new IOException(
+            "Name of resource profile cannot be an empty string");
+      }
       if (entry.getValue() instanceof Map) {
         Map value = (Map) entry.getValue();
         // ensure memory and vcores are specified

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/AbstractYarnScheduler.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/AbstractYarnScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/AbstractYarnScheduler.java
index c0cc6b0..27bfe6c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/AbstractYarnScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/AbstractYarnScheduler.java
@@ -84,6 +84,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.QueueEntit
 import org.apache.hadoop.yarn.server.utils.Lock;
 import org.apache.hadoop.yarn.util.Clock;
 import org.apache.hadoop.yarn.util.SystemClock;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.util.resource.Resources;
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.util.concurrent.SettableFuture;
@@ -1052,4 +1053,47 @@ public abstract class AbstractYarnScheduler
       normalizeRequest(ask);
     }
   }
+
+  /**
+   * Get a Resource object with for the minimum allocation possible. If resource
+   * profiles are enabled then the 'minimum' resource profile will be used. If
+   * they are not enabled, use the minimums specified in the config files.
+   *
+   * @return a Resource object with the minimum allocation for the scheduler
+   */
+  public Resource getMinimumAllocation() {
+    boolean profilesEnabled = getConfig()
+        .getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    Resource ret;
+    if (!profilesEnabled) {
+      ret = ResourceUtils.getResourceTypesMinimumAllocation();
+    } else {
+      ret = rmContext.getResourceProfilesManager().getMinimumProfile();
+    }
+    LOG.info("Minimum allocation = " + ret);
+    return ret;
+  }
+
+  /**
+   * Get a Resource object with for the maximum allocation possible. If resource
+   * profiles are enabled then the 'maximum' resource profile will be used. If
+   * they are not enabled, use the maximums specified in the config files.
+   *
+   * @return a Resource object with the maximum allocation for the scheduler
+   */
+
+  public Resource getMaximumAllocation() {
+    boolean profilesEnabled = getConfig()
+        .getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    Resource ret;
+    if (!profilesEnabled) {
+      ret = ResourceUtils.getResourceTypesMaximumAllocation();
+    } else {
+      ret = rmContext.getResourceProfilesManager().getMaximumProfile();
+    }
+    LOG.info("Maximum allocation = " + ret);
+    return ret;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/ClusterNodeTracker.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/ClusterNodeTracker.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/ClusterNodeTracker.java
index e487f69..769a9e6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/ClusterNodeTracker.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/ClusterNodeTracker.java
@@ -221,8 +221,7 @@ public class ClusterNodeTracker<N extends SchedulerNode> {
 
       return Resources.createResource(
           Math.min(configuredMaxAllocation.getMemorySize(), maxNodeMemory),
-          Math.min(configuredMaxAllocation.getVirtualCores(), maxNodeVCores)
-      );
+          Math.min(configuredMaxAllocation.getVirtualCores(), maxNodeVCores));
     } finally {
       readLock.unlock();
     }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerUtils.java
index 6f905b9..05a3359 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerUtils.java
@@ -36,10 +36,12 @@ import org.apache.hadoop.yarn.api.records.AbstractResourceRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
 import org.apache.hadoop.yarn.exceptions.InvalidLabelResourceRequestException;
 import org.apache.hadoop.yarn.exceptions.InvalidResourceRequestException;
+import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.factories.RecordFactory;
 import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
 import org.apache.hadoop.yarn.security.AccessType;
 import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
+import org.apache.hadoop.yarn.server.resourcemanager.RMServerUtils;
 import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.RMNodeLabelsManager;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.SchedulingMode;
 import org.apache.hadoop.yarn.util.resource.ResourceCalculator;
@@ -233,6 +235,14 @@ public class SchedulerUtils {
   private static void validateResourceRequest(ResourceRequest resReq,
       Resource maximumResource, QueueInfo queueInfo, RMContext rmContext)
       throws InvalidResourceRequestException {
+    try {
+      RMServerUtils.convertProfileToResourceCapability(resReq,
+          rmContext.getYarnConfiguration(),
+          rmContext.getResourceProfilesManager());
+    } catch (YarnException ye) {
+      throw new InvalidResourceRequestException(ye);
+    }
+
     if (resReq.getCapability().getMemorySize() < 0 ||
         resReq.getCapability().getMemorySize() > maximumResource.getMemorySize()) {
       throw new InvalidResourceRequestException("Invalid resource request"

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacityScheduler.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacityScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacityScheduler.java
index 9a73a65..90d8870 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacityScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacityScheduler.java
@@ -299,8 +299,8 @@ public class CapacityScheduler extends
       writeLock.lock();
       this.conf = loadCapacitySchedulerConfiguration(configuration);
       validateConf(this.conf);
-      this.minimumAllocation = this.conf.getMinimumAllocation();
-      initMaximumResourceCapability(this.conf.getMaximumAllocation());
+      this.minimumAllocation = super.getMinimumAllocation();
+      initMaximumResourceCapability(super.getMaximumAllocation());
       this.calculator = this.conf.getResourceCalculator();
       this.usePortForNodeName = this.conf.getUsePortForNodeName();
       this.applications = new ConcurrentHashMap<>();

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java
index e790bc2..9e516e8 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java
@@ -1225,8 +1225,8 @@ public class FairScheduler extends
       this.conf = new FairSchedulerConfiguration(conf);
       validateConf(this.conf);
       authorizer = YarnAuthorizationProvider.getInstance(conf);
-      minimumAllocation = this.conf.getMinimumAllocation();
-      initMaximumResourceCapability(this.conf.getMaximumAllocation());
+      minimumAllocation = super.getMinimumAllocation();
+      initMaximumResourceCapability(super.getMaximumAllocation());
       incrAllocation = this.conf.getIncrementAllocation();
       updateReservationThreshold();
       continuousSchedulingEnabled = this.conf.isContinuousSchedulingEnabled();

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fifo/FifoScheduler.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fifo/FifoScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fifo/FifoScheduler.java
index b5122c0..9a8e62e 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fifo/FifoScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fifo/FifoScheduler.java
@@ -239,17 +239,8 @@ public class FifoScheduler extends
     //Use ConcurrentSkipListMap because applications need to be ordered
     this.applications =
         new ConcurrentSkipListMap<>();
-    this.minimumAllocation =
-        Resources.createResource(conf.getInt(
-            YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
-            YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB));
-    initMaximumResourceCapability(
-        Resources.createResource(conf.getInt(
-            YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB,
-            YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB),
-          conf.getInt(
-            YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES,
-            YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES)));
+    this.minimumAllocation = super.getMinimumAllocation();
+    initMaximumResourceCapability(super.getMaximumAllocation());
     this.usePortForNodeName = conf.getBoolean(
         YarnConfiguration.RM_SCHEDULER_INCLUDE_PORT_IN_NODE_NAME,
         YarnConfiguration.DEFAULT_RM_SCHEDULER_USE_PORT_FOR_NODE_NAME);

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/MockRM.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/MockRM.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/MockRM.java
index a66b093..f62c15b 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/MockRM.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/MockRM.java
@@ -104,6 +104,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.security.RMContainerTokenSe
 
 import org.apache.hadoop.yarn.util.Records;
 import org.apache.hadoop.yarn.util.YarnVersionInfo;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.log4j.Level;
 import org.apache.log4j.LogManager;
 import org.apache.log4j.Logger;
@@ -150,6 +151,7 @@ public class MockRM extends ResourceManager {
   public MockRM(Configuration conf, RMStateStore store,
       boolean useNullRMNodeLabelsManager, boolean useRealElector) {
     super();
+    ResourceUtils.resetResourceTypes(conf);
     this.useNullRMNodeLabelsManager = useNullRMNodeLabelsManager;
     this.useRealElector = useRealElector;
     init(conf instanceof YarnConfiguration ? conf : new YarnConfiguration(conf));

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestAppManager.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestAppManager.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestAppManager.java
index 03cc3a0..c8655fd 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestAppManager.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestAppManager.java
@@ -238,6 +238,7 @@ public class TestAppManager{
     ResourceScheduler scheduler = mockResourceScheduler();
     ((RMContextImpl)rmContext).setScheduler(scheduler);
     Configuration conf = new Configuration();
+    ((RMContextImpl) rmContext).setYarnConfiguration(conf);
     ApplicationMasterService masterService =
         new ApplicationMasterService(rmContext, scheduler);
     appMonitor = new TestRMAppManager(rmContext,

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestApplicationMasterService.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestApplicationMasterService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestApplicationMasterService.java
index 00466ae..0d1db7c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestApplicationMasterService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestApplicationMasterService.java
@@ -38,6 +38,7 @@ import org.apache.hadoop.yarn.api.records.ContainerId;
 import org.apache.hadoop.yarn.api.records.ContainerUpdateType;
 import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.UpdateContainerRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
@@ -492,4 +493,38 @@ public class TestApplicationMasterService {
       Assert.fail("Cannot find RMContainer");
     }
   }
+
+  @Test(timeout = 3000000)
+  public void testResourceProfiles() throws Exception {
+
+    MockRM rm = new MockRM(conf);
+    rm.start();
+    MockNM nm1 = rm.registerNode("127.0.0.1:1234", 6 * GB);
+    RMApp app1 = rm.submitApp(2048);
+    nm1.nodeHeartbeat(true);
+    RMAppAttempt attempt1 = app1.getCurrentAppAttempt();
+    MockAM am1 = rm.sendAMLaunched(attempt1.getAppAttemptId());
+    RegisterApplicationMasterResponse resp = am1.registerAppAttempt();
+    Assert.assertEquals(0, resp.getResourceProfiles().size());
+    rm.stop();
+    conf.setBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED, true);
+    conf.set(YarnConfiguration.RM_RESOURCE_PROFILES_SOURCE_FILE,
+        "profiles/sample-profiles-1.json");
+    rm = new MockRM(conf);
+    rm.start();
+    nm1 = rm.registerNode("127.0.0.1:1234", 6 * GB);
+    app1 = rm.submitApp(2048);
+    nm1.nodeHeartbeat(true);
+    attempt1 = app1.getCurrentAppAttempt();
+    am1 = rm.sendAMLaunched(attempt1.getAppAttemptId());
+    resp = am1.registerAppAttempt();
+    Assert.assertEquals(3, resp.getResourceProfiles().size());
+    Assert.assertEquals(Resource.newInstance(1024, 1),
+        resp.getResourceProfiles().get("minimum"));
+    Assert.assertEquals(Resource.newInstance(2048, 2),
+        resp.getResourceProfiles().get("default"));
+    Assert.assertEquals(Resource.newInstance(4096, 4),
+        resp.getResourceProfiles().get("maximum"));
+    rm.stop();
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java
index 5aa1e2d..4fe22c9 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java
@@ -109,6 +109,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.policies.Dom
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.policies.FifoPolicy;
 import org.apache.hadoop.yarn.server.utils.BuilderUtils;
 import org.apache.hadoop.yarn.util.ControlledClock;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.util.resource.Resources;
 import org.junit.After;
 import org.junit.Assert;
@@ -208,6 +209,7 @@ public class TestFairScheduler extends FairSchedulerTestBase {
     conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 512);
     conf.setInt(FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_MB, 
       128);
+    ResourceUtils.resetResourceTypes(conf);
     scheduler.init(conf);
     scheduler.start();
     scheduler.reinitialize(conf, resourceManager.getRMContext());
@@ -236,6 +238,7 @@ public class TestFairScheduler extends FairSchedulerTestBase {
       FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_MB, 512);
     conf.setInt(
       FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_VCORES, 2);
+    ResourceUtils.resetResourceTypes(conf);
     scheduler.init(conf);
     scheduler.reinitialize(conf, null);
     Assert.assertEquals(256, scheduler.getMinimumResourceCapability().getMemorySize());
@@ -253,6 +256,7 @@ public class TestFairScheduler extends FairSchedulerTestBase {
       FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_MB, 512);
     conf.setInt(
       FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_VCORES, 2);
+    ResourceUtils.resetResourceTypes(conf);
     scheduler.init(conf);
     scheduler.reinitialize(conf, null);
     Assert.assertEquals(0, scheduler.getMinimumResourceCapability().getMemorySize());

http://git-wip-us.apache.org/repos/asf/hadoop/blob/bb6e4f08/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-tests/src/test/java/org/apache/hadoop/yarn/server/MiniYARNCluster.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-tests/src/test/java/org/apache/hadoop/yarn/server/MiniYARNCluster.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-tests/src/test/java/org/apache/hadoop/yarn/server/MiniYARNCluster.java
index 4f484ad..294c867 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-tests/src/test/java/org/apache/hadoop/yarn/server/MiniYARNCluster.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-tests/src/test/java/org/apache/hadoop/yarn/server/MiniYARNCluster.java
@@ -92,6 +92,7 @@ import org.apache.hadoop.yarn.server.timeline.MemoryTimelineStore;
 import org.apache.hadoop.yarn.server.timeline.TimelineStore;
 import org.apache.hadoop.yarn.server.timeline.recovery.MemoryTimelineStateStore;
 import org.apache.hadoop.yarn.server.timeline.recovery.TimelineStateStore;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.util.timeline.TimelineUtils;
 import org.apache.hadoop.yarn.webapp.util.WebAppUtils;
 
@@ -247,6 +248,7 @@ public class MiniYARNCluster extends CompositeService {
         YarnConfiguration.DEFAULT_YARN_MINICLUSTER_USE_RPC);
     failoverTimeout = conf.getInt(YarnConfiguration.RM_ZK_TIMEOUT_MS,
         YarnConfiguration.DEFAULT_RM_ZK_TIMEOUT_MS);
+    ResourceUtils.resetResourceTypes(conf);
 
     if (useRpc && !useFixedPorts) {
       throw new YarnRuntimeException("Invalid configuration!" +


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[02/13] hadoop git commit: YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.

Posted by as...@apache.org.
YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/f0792432
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/f0792432
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/f0792432

Branch: refs/heads/YARN-5501
Commit: f07924329227815e66f306a4e690970cccba1e9f
Parents: 04536d8
Author: Varun Vasudev <vv...@apache.org>
Authored: Sat Jun 11 14:33:46 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../hadoop/yarn/api/records/Resource.java       |   3 +-
 .../hadoop/yarn/conf/YarnConfiguration.java     |  19 ++-
 .../FileSystemBasedConfigurationProvider.java   |   3 +-
 .../hadoop/yarn/LocalConfigurationProvider.java |   3 +-
 .../api/records/impl/pb/ResourcePBImpl.java     |  53 +++---
 .../yarn/util/resource/ResourceUtils.java       | 168 +++++++++++++++----
 .../yarn/util/resource/TestResourceUtils.java   |  29 +++-
 .../resource-types/node-resources-1.xml         |  29 ++++
 .../resource-types/node-resources-2.xml         |  39 +++++
 .../nodemanager/NodeStatusUpdaterImpl.java      |   7 +-
 .../util/NodeManagerHardwareUtils.java          |  52 ++++++
 .../resourcemanager/ResourceTrackerService.java |   9 +-
 12 files changed, 342 insertions(+), 72 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
index 3efccce..3880bb0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
@@ -272,7 +272,8 @@ public abstract class Resource implements Comparable<Resource> {
         continue;
       }
       if (entry.getKey().equals(ResourceInformation.VCORES.getName())
-          && entry.getValue().getUnits().equals("")) {
+          && entry.getValue().getUnits()
+          .equals(ResourceInformation.VCORES.getUnits())) {
         continue;
       }
       sb.append(", ").append(entry.getKey()).append(": ")

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
index 563778a..888ff83 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
@@ -63,6 +63,10 @@ public class YarnConfiguration extends Configuration {
       "resource-types.xml";
 
   @Private
+  public static final String NODE_RESOURCES_CONFIGURATION_FILE =
+      "node-resources.xml";
+
+  @Private
   public static final List<String> RM_CONFIGURATION_FILES =
       Collections.unmodifiableList(Arrays.asList(
           RESOURCE_TYPES_CONFIGURATION_FILE,
@@ -72,6 +76,16 @@ public class YarnConfiguration extends Configuration {
           YARN_SITE_CONFIGURATION_FILE,
           CORE_SITE_CONFIGURATION_FILE));
 
+  @Private
+  public static final List<String> NM_CONFIGURATION_FILES =
+      Collections.unmodifiableList(Arrays.asList(
+          NODE_RESOURCES_CONFIGURATION_FILE,
+          DR_CONFIGURATION_FILE,
+          CS_CONFIGURATION_FILE,
+          HADOOP_POLICY_CONFIGURATION_FILE,
+          YARN_SITE_CONFIGURATION_FILE,
+          CORE_SITE_CONFIGURATION_FILE));
+
   @Evolving
   public static final int APPLICATION_MAX_TAGS = 10;
 
@@ -100,12 +114,15 @@ public class YarnConfiguration extends Configuration {
   public static final String YARN_PREFIX = "yarn.";
 
   /////////////////////////////
-  // Scheduler resource types configs
+  // Resource types configs
   ////////////////////////////
 
   public static final String RESOURCE_TYPES =
       YarnConfiguration.YARN_PREFIX + "resource-types";
 
+  public static final String NM_RESOURCES_PREFIX =
+      YarnConfiguration.NM_PREFIX + "resource-type.";
+
   /** Delay before deleting resource to ease debugging of NM issues */
   public static final String DEBUG_NM_DELETE_DELAY_SEC =
     YarnConfiguration.NM_PREFIX + "delete.debug-delay-sec";

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/FileSystemBasedConfigurationProvider.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/FileSystemBasedConfigurationProvider.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/FileSystemBasedConfigurationProvider.java
index cef03b9..73c4990 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/FileSystemBasedConfigurationProvider.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/FileSystemBasedConfigurationProvider.java
@@ -51,7 +51,8 @@ public class FileSystemBasedConfigurationProvider
           "Illegal argument! The parameter should not be null or empty");
     }
     Path filePath;
-    if (YarnConfiguration.RM_CONFIGURATION_FILES.contains(name)) {
+    if (YarnConfiguration.RM_CONFIGURATION_FILES.contains(name) ||
+        YarnConfiguration.NM_CONFIGURATION_FILES.contains(name)) {
       filePath = new Path(this.configDir, name);
       if (!fs.exists(filePath)) {
         LOG.info(filePath + " not found");

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/LocalConfigurationProvider.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/LocalConfigurationProvider.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/LocalConfigurationProvider.java
index cfa194f..0cdbd15 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/LocalConfigurationProvider.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/LocalConfigurationProvider.java
@@ -39,7 +39,8 @@ public class LocalConfigurationProvider extends ConfigurationProvider {
     if (name == null || name.isEmpty()) {
       throw new YarnException(
           "Illegal argument! The parameter should not be null or empty");
-    } else if (YarnConfiguration.RM_CONFIGURATION_FILES.contains(name)) {
+    } else if (YarnConfiguration.RM_CONFIGURATION_FILES.contains(name) ||
+        YarnConfiguration.NM_CONFIGURATION_FILES.contains(name)) {
       return bootstrapConf.getConfResourceAsInputStream(name);
     }
     return new FileInputStream(name);

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 6ff091c..8cf7291 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -18,7 +18,8 @@
 
 package org.apache.hadoop.yarn.api.records.impl.pb;
 
-
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
@@ -38,6 +39,8 @@ import java.util.*;
 @Unstable
 public class ResourcePBImpl extends Resource {
 
+  private static final Log LOG = LogFactory.getLog(ResourcePBImpl.class);
+
   ResourceProto proto = ResourceProto.getDefaultInstance();
   ResourceProto.Builder builder = null;
   boolean viaProto = false;
@@ -78,10 +81,12 @@ public class ResourcePBImpl extends Resource {
   @Override
   public long getMemorySize() {
     // memory should always be present
-    initResourcesMap();
+    initResources();
     ResourceInformation ri =
         this.getResourceInformation(ResourceInformation.MEMORY_MB.getName());
-    return UnitsConversionUtil.convert(ri.getUnits(), "Mi", ri.getValue());
+    return UnitsConversionUtil
+        .convert(ri.getUnits(), ResourceInformation.MEMORY_MB.getUnits(),
+            ri.getValue());
   }
 
   @Override
@@ -101,21 +106,16 @@ public class ResourcePBImpl extends Resource {
   @Override
   public int getVirtualCores() {
     // vcores should always be present
-    initResourcesMap();
+    initResources();
     return this.getResourceValue(ResourceInformation.VCORES.getName())
         .intValue();
   }
 
   @Override
   public void setVirtualCores(int vCores) {
-    try {
-      setResourceValue(ResourceInformation.VCORES.getName(),
-          Long.valueOf(vCores));
-    } catch (ResourceNotFoundException re) {
-      this.setResourceInformation(ResourceInformation.VCORES.getName(),
-          ResourceInformation.newInstance(ResourceInformation.VCORES.getName(),
-              (long) vCores));
-    }
+    setResourceInformation(ResourceInformation.VCORES.getName(),
+        ResourceInformation.newInstance(ResourceInformation.VCORES.getName(),
+            ResourceInformation.VCORES.getUnits(), (long) vCores));
   }
 
   private void initResources() {
@@ -132,14 +132,16 @@ public class ResourcePBImpl extends Resource {
       Long value = entry.hasValue() ? entry.getValue() : 0L;
       ResourceInformation ri =
           ResourceInformation.newInstance(entry.getKey(), units, value, type);
-      resources.put(ri.getName(), ri);
-    }
-    if(this.getMemory() != p.getMemory()) {
-      setMemorySize(p.getMemory());
-    }
-    if(this.getVirtualCores() != p.getVirtualCores()) {
-      setVirtualCores(p.getVirtualCores());
+      if (resources.containsKey(ri.getName())) {
+        resources.get(ri.getName()).setResourceType(ri.getResourceType());
+        resources.get(ri.getName()).setUnits(ri.getUnits());
+        resources.get(ri.getName()).setValue(value);
+      } else {
+        LOG.warn("Got unknown resource type: " + ri.getName() + "; skipping");
+      }
     }
+    this.setMemorySize(p.getMemory());
+    this.setVirtualCores(p.getVirtualCores());
   }
 
   @Override
@@ -153,7 +155,7 @@ public class ResourcePBImpl extends Resource {
     if (!resource.equals(resourceInformation.getName())) {
       resourceInformation.setName(resource);
     }
-    initResourcesMap();
+    initResources();
     resources.put(resource, resourceInformation);
   }
 
@@ -161,6 +163,7 @@ public class ResourcePBImpl extends Resource {
   public void setResourceValue(String resource, Long value)
       throws ResourceNotFoundException {
     maybeInitBuilder();
+    initResources();
     if (resource == null) {
       throw new IllegalArgumentException("resource type object cannot be null");
     }
@@ -168,9 +171,7 @@ public class ResourcePBImpl extends Resource {
       throw new ResourceNotFoundException(
           "Resource " + resource + " not found");
     }
-    ResourceInformation ri = resources.get(resource);
-    ri.setValue(value);
-    resources.put(resource, ri);
+    resources.get(resource).setValue(value);
   }
 
   @Override
@@ -215,8 +216,10 @@ public class ResourcePBImpl extends Resource {
   synchronized private void mergeLocalToBuilder() {
     builder.clearResourceValueMap();
     if (resources != null && !resources.isEmpty()) {
-      for (Map.Entry<String, ResourceInformation> entry : resources.entrySet()) {
-        ResourceInformationProto.Builder e = ResourceInformationProto.newBuilder();
+      for (Map.Entry<String, ResourceInformation> entry :
+          resources.entrySet()) {
+        ResourceInformationProto.Builder e =
+            ResourceInformationProto.newBuilder();
         e.setKey(entry.getKey());
         e.setUnits(entry.getValue().getUnits());
         e.setType(

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 0316f01..4f56fbb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -19,6 +19,7 @@
 package org.apache.hadoop.yarn.util.resource;
 
 import com.google.common.annotations.VisibleForTesting;
+import org.apache.commons.lang.StringUtils;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience;
@@ -51,15 +52,21 @@ public class ResourceUtils {
   public static final String UNITS = ".units";
   public static final String TYPE = ".type";
 
+  private static final String MEMORY = ResourceInformation.MEMORY_MB.getName();
+  private static final String VCORES = ResourceInformation.VCORES.getName();
+
   private static final Set<String> DISALLOWED_NAMES = new HashSet<>();
   static {
     DISALLOWED_NAMES.add("memory");
-    DISALLOWED_NAMES.add(ResourceInformation.MEMORY_MB.getName());
-    DISALLOWED_NAMES.add(ResourceInformation.VCORES.getName());
+    DISALLOWED_NAMES.add(MEMORY);
+    DISALLOWED_NAMES.add(VCORES);
   }
 
   private static volatile Object lock;
   private static Map<String, ResourceInformation> readOnlyResources;
+  private static volatile Object nodeLock;
+  private static Map<String, ResourceInformation> readOnlyNodeResources;
+
 
   static final Log LOG = LogFactory.getLog(ResourceUtils.class);
 
@@ -69,22 +76,20 @@ public class ResourceUtils {
   private static void checkMandatatoryResources(
       Map<String, ResourceInformation> resourceInformationMap)
       throws YarnRuntimeException {
-    String memory = ResourceInformation.MEMORY_MB.getName();
-    String vcores = ResourceInformation.VCORES.getName();
-    if (resourceInformationMap.containsKey(memory)) {
-      ResourceInformation memInfo = resourceInformationMap.get(memory);
+    if (resourceInformationMap.containsKey(MEMORY)) {
+      ResourceInformation memInfo = resourceInformationMap.get(MEMORY);
       String memUnits = ResourceInformation.MEMORY_MB.getUnits();
       ResourceTypes memType = ResourceInformation.MEMORY_MB.getResourceType();
       if (!memInfo.getUnits().equals(memUnits) || !memInfo.getResourceType()
           .equals(memType)) {
         throw new YarnRuntimeException(
             "Attempt to re-define mandatory resource 'memory-mb'. It can only"
-                + " be of type 'COUNTABLE' and have units 'M'.");
+                + " be of type 'COUNTABLE' and have units 'Mi'.");
       }
     }
 
-    if (resourceInformationMap.containsKey(vcores)) {
-      ResourceInformation vcoreInfo = resourceInformationMap.get(vcores);
+    if (resourceInformationMap.containsKey(VCORES)) {
+      ResourceInformation vcoreInfo = resourceInformationMap.get(VCORES);
       String vcoreUnits = ResourceInformation.VCORES.getUnits();
       ResourceTypes vcoreType = ResourceInformation.VCORES.getResourceType();
       if (!vcoreInfo.getUnits().equals(vcoreUnits) || !vcoreInfo
@@ -99,21 +104,21 @@ public class ResourceUtils {
   private static void addManadtoryResources(
       Map<String, ResourceInformation> res) {
     ResourceInformation ri;
-    if (!res.containsKey(ResourceInformation.MEMORY_MB.getName())) {
-      LOG.info("Adding resource type - name = " + ResourceInformation.MEMORY_MB
-          .getName() + ", units = " + ResourceInformation.MEMORY_MB.getUnits()
-          + ", type = " + ResourceTypes.COUNTABLE);
+    if (!res.containsKey(MEMORY)) {
+      LOG.info("Adding resource type - name = " + MEMORY + ", units = "
+          + ResourceInformation.MEMORY_MB.getUnits() + ", type = "
+          + ResourceTypes.COUNTABLE);
       ri = ResourceInformation
-          .newInstance(ResourceInformation.MEMORY_MB.getName(),
+          .newInstance(MEMORY,
               ResourceInformation.MEMORY_MB.getUnits());
-      res.put(ResourceInformation.MEMORY_MB.getName(), ri);
+      res.put(MEMORY, ri);
     }
-    if (!res.containsKey(ResourceInformation.VCORES.getName())) {
-      LOG.info("Adding resource type - name = " + ResourceInformation.VCORES
-          .getName() + ", units = , type = " + ResourceTypes.COUNTABLE);
+    if (!res.containsKey(VCORES)) {
+      LOG.info("Adding resource type - name = " + VCORES + ", units = , type = "
+          + ResourceTypes.COUNTABLE);
       ri =
-          ResourceInformation.newInstance(ResourceInformation.VCORES.getName());
-      res.put(ResourceInformation.VCORES.getName(), ri);
+          ResourceInformation.newInstance(VCORES);
+      res.put(VCORES, ri);
     }
   }
 
@@ -122,6 +127,7 @@ public class ResourceUtils {
       Map<String, ResourceInformation> resourceInformationMap) {
 
     String[] resourceNames = conf.getStrings(YarnConfiguration.RESOURCE_TYPES);
+
     if (resourceNames != null && resourceNames.length != 0) {
       for (String resourceName : resourceNames) {
         String resourceUnits = conf.get(
@@ -178,25 +184,13 @@ public class ResourceUtils {
               conf = new YarnConfiguration();
             }
             try {
-              InputStream ris = getConfInputStream(resourceFile, conf);
+              addResourcesFileToConf(resourceFile, conf);
               LOG.debug("Found " + resourceFile + ", adding to configuration");
-              conf.addResource(ris);
               initializeResourcesMap(conf, resources);
-              return resources;
             } catch (FileNotFoundException fe) {
               LOG.info("Unable to find '" + resourceFile
                   + "'. Falling back to memory and vcores as resources", fe);
               initializeResourcesMap(conf, resources);
-            } catch (IOException ie) {
-              LOG.fatal(
-                  "Exception trying to read resource types configuration '"
-                      + resourceFile + "'.", ie);
-              throw new YarnRuntimeException(ie);
-            } catch (YarnException ye) {
-              LOG.fatal(
-                  "YARN Exception trying to read resource types configuration '"
-                      + resourceFile + "'.", ye);
-              throw new YarnRuntimeException(ye);
             }
           }
         }
@@ -205,8 +199,8 @@ public class ResourceUtils {
     return readOnlyResources;
   }
 
-  static InputStream getConfInputStream(String resourceFile, Configuration conf)
-      throws IOException, YarnException {
+  private static InputStream getConfInputStream(String resourceFile,
+      Configuration conf) throws IOException, YarnException {
 
     ConfigurationProvider provider =
         ConfigurationProviderFactory.getConfigurationProvider(conf);
@@ -222,8 +216,112 @@ public class ResourceUtils {
     return ris;
   }
 
+  private static void addResourcesFileToConf(String resourceFile,
+      Configuration conf) throws FileNotFoundException {
+    try {
+      InputStream ris = getConfInputStream(resourceFile, conf);
+      LOG.debug("Found " + resourceFile + ", adding to configuration");
+      conf.addResource(ris);
+    } catch (FileNotFoundException fe) {
+      throw fe;
+    } catch (IOException ie) {
+      LOG.fatal("Exception trying to read resource types configuration '"
+          + resourceFile + "'.", ie);
+      throw new YarnRuntimeException(ie);
+    } catch (YarnException ye) {
+      LOG.fatal("YARN Exception trying to read resource types configuration '"
+          + resourceFile + "'.", ye);
+      throw new YarnRuntimeException(ye);
+    }
+  }
+
   @VisibleForTesting
   static void resetResourceTypes() {
     lock = null;
   }
+
+  private static String getUnits(String resourceValue) {
+    String units;
+    for (int i = 0; i < resourceValue.length(); i++) {
+      if (Character.isAlphabetic(resourceValue.charAt(i))) {
+        units = resourceValue.substring(i);
+        if (StringUtils.isAlpha(units)) {
+          return units;
+        }
+      }
+    }
+    return "";
+  }
+
+  /**
+   * Function to get the resources for a node. This function will look at the
+   * file {@link YarnConfiguration#NODE_RESOURCES_CONFIGURATION_FILE} to
+   * determine the node resources.
+   *
+   * @param conf configuration file
+   * @return a map to resource name to the ResourceInformation object. The map
+   * is guaranteed to have entries for memory and vcores
+   */
+  public static Map<String, ResourceInformation> getNodeResourceInformation(
+      Configuration conf) {
+    if (nodeLock == null) {
+      synchronized (ResourceUtils.class) {
+        if (nodeLock == null) {
+          synchronized (ResourceUtils.class) {
+            nodeLock = new Object();
+            Map<String, ResourceInformation> nodeResources =
+                initializeNodeResourceInformation(conf);
+            addManadtoryResources(nodeResources);
+            checkMandatatoryResources(nodeResources);
+            readOnlyNodeResources = Collections.unmodifiableMap(nodeResources);
+          }
+        }
+      }
+    }
+    return readOnlyNodeResources;
+  }
+
+  private static Map<String, ResourceInformation>
+  initializeNodeResourceInformation(Configuration conf) {
+    Map<String, ResourceInformation> nodeResources = new HashMap<>();
+    try {
+      addResourcesFileToConf(
+          YarnConfiguration.NODE_RESOURCES_CONFIGURATION_FILE, conf);
+      for (Map.Entry<String, String> entry : conf) {
+        String key = entry.getKey();
+        String value = entry.getValue();
+        if (key.startsWith(YarnConfiguration.NM_RESOURCES_PREFIX)) {
+          addResourceInformation(key, value, nodeResources);
+        }
+      }
+    } catch (FileNotFoundException fe) {
+      LOG.info("Couldn't find node resources file");
+    }
+    return nodeResources;
+  }
+
+  private static void addResourceInformation(String prop, String value,
+      Map<String, ResourceInformation> nodeResources) {
+    String[] parts = prop.split("\\.");
+    LOG.info("Found resource entry " + prop);
+    if (parts.length == 4) {
+      String resourceType = parts[3];
+      if (!nodeResources.containsKey(resourceType)) {
+        nodeResources
+            .put(resourceType, ResourceInformation.newInstance(resourceType));
+      }
+      String units = getUnits(value);
+      Long resourceValue =
+          Long.valueOf(value.substring(0, value.length() - units.length()));
+      nodeResources.get(resourceType).setValue(resourceValue);
+      nodeResources.get(resourceType).setUnits(units);
+      LOG.debug("Setting value for resource type " + resourceType + " to "
+              + resourceValue + " with units " + units);
+    }
+  }
+
+  @VisibleForTesting
+  synchronized public static void resetNodeResources() {
+    nodeLock = null;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
index 4bb68c0..ab014dd 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
@@ -21,9 +21,9 @@ package org.apache.hadoop.yarn.util.resource;
 import org.apache.commons.io.FileUtils;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
-import org.apache.hadoop.yarn.util.SystemClock;
 import org.junit.Assert;
 import org.junit.Before;
 import org.junit.Test;
@@ -245,4 +245,31 @@ public class TestResourceUtils {
       }
     }
   }
+
+  @Test
+  public void testGetResourceInformation() throws Exception {
+
+    Configuration conf = new YarnConfiguration();
+    Map<String, Resource> testRun = new HashMap<>();
+    // testRun.put("node-resources-1.xml", Resource.newInstance(1024, 1));
+    Resource test3Resources = Resource.newInstance(1024, 1);
+    test3Resources.setResourceInformation("resource1",
+        ResourceInformation.newInstance("resource1", "Gi", 5L));
+    test3Resources.setResourceInformation("resource2",
+        ResourceInformation.newInstance("resource2", "m", 2L));
+    testRun.put("node-resources-2.xml", test3Resources);
+
+    for (Map.Entry<String, Resource> entry : testRun.entrySet()) {
+      String resourceFile = entry.getKey();
+      ResourceUtils.resetNodeResources();
+      File dest;
+      File source =
+          new File(conf.getClassLoader().getResource(resourceFile).getFile());
+      dest = new File(source.getParent(), "node-resources.xml");
+      FileUtils.copyFile(source, dest);
+      Map<String, ResourceInformation> actual =
+          ResourceUtils.getNodeResourceInformation(conf);
+      Assert.assertEquals(entry.getValue().getResources(), actual);
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-1.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-1.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-1.xml
new file mode 100644
index 0000000..f00573e
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-1.xml
@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.nodemanager.resource.memory-mb</name>
+   <value>1024</value>
+ </property>
+
+ <property>
+   <name>yarn.nodemanager.resource.vcores</name>
+   <value>1</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-2.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-2.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-2.xml
new file mode 100644
index 0000000..9d9b3dc
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/node-resources-2.xml
@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.nodemanager.resource-type.memory-mb</name>
+   <value>1024Mi</value>
+ </property>
+
+ <property>
+   <name>yarn.nodemanager.resource-type.vcores</name>
+   <value>1</value>
+ </property>
+
+ <property>
+   <name>yarn.nodemanager.resource-type.resource1</name>
+   <value>5Gi</value>
+ </property>
+
+ <property>
+   <name>yarn.nodemanager.resource-type.resource2</name>
+   <value>2m</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/NodeStatusUpdaterImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/NodeStatusUpdaterImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/NodeStatusUpdaterImpl.java
index 7f74ed8..16c8cad 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/NodeStatusUpdaterImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/NodeStatusUpdaterImpl.java
@@ -173,18 +173,19 @@ public class NodeStatusUpdaterImpl extends AbstractService implements
 
   @Override
   protected void serviceInit(Configuration conf) throws Exception {
-    int memoryMb = NodeManagerHardwareUtils.getContainerMemoryMB(conf);
+    this.totalResource = NodeManagerHardwareUtils.getNodeResources(conf);
+    int memoryMb = totalResource.getMemory();
     float vMemToPMem =
         conf.getFloat(
             YarnConfiguration.NM_VMEM_PMEM_RATIO, 
             YarnConfiguration.DEFAULT_NM_VMEM_PMEM_RATIO); 
     int virtualMemoryMb = (int)Math.ceil(memoryMb * vMemToPMem);
     
-    int virtualCores = NodeManagerHardwareUtils.getVCores(conf);
+    int virtualCores = totalResource.getVirtualCores();
     LOG.info("Nodemanager resources: memory set to " + memoryMb + "MB.");
     LOG.info("Nodemanager resources: vcores set to " + virtualCores + ".");
+    LOG.info("Nodemanager resources: " + totalResource);
 
-    this.totalResource = Resource.newInstance(memoryMb, virtualCores);
     metrics.addResource(totalResource);
 
     // Get actual node physical resources

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/util/NodeManagerHardwareUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/util/NodeManagerHardwareUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/util/NodeManagerHardwareUtils.java
index 2726a41..3057770 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/util/NodeManagerHardwareUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/util/NodeManagerHardwareUtils.java
@@ -23,8 +23,14 @@ import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceStability;
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.util.ResourceCalculatorPlugin;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
+
+import java.util.Map;
 
 /**
  * Helper class to determine hardware related characteristics such as the
@@ -332,4 +338,50 @@ public class NodeManagerHardwareUtils {
     }
     return memoryMb;
   }
+
+  /**
+   * Get the resources for the node.
+   * @param configuration configuration file
+   * @return the resources for the node
+   */
+  public static Resource getNodeResources(Configuration configuration) {
+    Configuration conf = new Configuration(configuration);
+    String memory = ResourceInformation.MEMORY_MB.getName();
+    String vcores = ResourceInformation.VCORES.getName();
+
+    Resource ret = Resource.newInstance(0, 0);
+    Map<String, ResourceInformation> resourceInformation =
+        ResourceUtils.getNodeResourceInformation(conf);
+    for (Map.Entry<String, ResourceInformation> entry : resourceInformation
+        .entrySet()) {
+      ret.setResourceInformation(entry.getKey(), entry.getValue());
+      LOG.debug("Setting key " + entry.getKey() + " to " + entry.getValue());
+    }
+    if (resourceInformation.containsKey(memory)) {
+      Long value = resourceInformation.get(memory).getValue();
+      if (value > Integer.MAX_VALUE) {
+        throw new YarnRuntimeException("Value '" + value
+            + "' for resource memory is more than the maximum for an integer.");
+      }
+      ResourceInformation memResInfo = resourceInformation.get(memory);
+      if(memResInfo.getValue() == 0) {
+        ret.setMemory(getContainerMemoryMB(conf));
+        LOG.debug("Set memory to " + ret.getMemory());
+      }
+    }
+    if (resourceInformation.containsKey(vcores)) {
+      Long value = resourceInformation.get(vcores).getValue();
+      if (value > Integer.MAX_VALUE) {
+        throw new YarnRuntimeException("Value '" + value
+            + "' for resource vcores is more than the maximum for an integer.");
+      }
+      ResourceInformation vcoresResInfo = resourceInformation.get(vcores);
+      if(vcoresResInfo.getValue() == 0) {
+        ret.setVirtualCores(getVCores(conf));
+        LOG.debug("Set vcores to " + ret.getVirtualCores());
+      }
+    }
+    LOG.debug("Node resource information map is " + ret);
+    return ret;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f0792432/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceTrackerService.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceTrackerService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceTrackerService.java
index 40bd610..1f291a4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceTrackerService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceTrackerService.java
@@ -372,10 +372,11 @@ public class ResourceTrackerService extends AbstractService implements
     // Check if this node has minimum allocations
     if (capability.getMemorySize() < minAllocMb
         || capability.getVirtualCores() < minAllocVcores) {
-      String message =
-          "NodeManager from  " + host
-              + " doesn't satisfy minimum allocations, Sending SHUTDOWN"
-              + " signal to the NodeManager.";
+      String message = "NodeManager from  " + host
+          + " doesn't satisfy minimum allocations, Sending SHUTDOWN"
+          + " signal to the NodeManager. Node capabilities are " + capability
+          + "; minimums are " + minAllocMb + "mb and " + minAllocVcores
+          + " vcores";
       LOG.info(message);
       response.setDiagnosticsMessage(message);
       response.setNodeAction(NodeAction.SHUTDOWN);


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[10/13] hadoop git commit: YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.

Posted by as...@apache.org.
YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/e439c47b
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/e439c47b
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/e439c47b

Branch: refs/heads/YARN-5501
Commit: e439c47b52fd80234d5ed09b4bdd11045365aa66
Parents: b11fa66
Author: Varun Vasudev <vv...@apache.org>
Authored: Fri Mar 11 15:03:15 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../hadoop/yarn/api/records/Resource.java       |  24 +-
 .../yarn/api/records/ResourceInformation.java   |   8 +-
 .../hadoop/yarn/conf/YarnConfiguration.java     |  12 +
 .../exceptions/ResourceNotFoundException.java   |   2 +-
 .../hadoop-yarn/hadoop-yarn-common/pom.xml      |   8 +
 .../api/records/impl/pb/ResourcePBImpl.java     |  72 ++----
 .../resource/DominantResourceCalculator.java    |   5 +-
 .../yarn/util/resource/ResourceUtils.java       | 229 +++++++++++++++++
 .../hadoop/yarn/util/resource/Resources.java    |  18 +-
 .../src/main/resources/yarn-default.xml         |  10 +
 .../yarn/util/resource/TestResourceUtils.java   | 248 +++++++++++++++++++
 .../resource-types/resource-types-1.xml         |  18 ++
 .../resource-types/resource-types-2.xml         |  29 +++
 .../resource-types/resource-types-3.xml         |  24 ++
 .../resource-types/resource-types-4.xml         |  34 +++
 .../resource-types/resource-types-error-1.xml   |  29 +++
 .../resource-types/resource-types-error-2.xml   |  29 +++
 .../resource-types/resource-types-error-3.xml   |  29 +++
 .../resource-types/resource-types-error-4.xml   |  24 ++
 19 files changed, 762 insertions(+), 90 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
index bbf61aa..3efccce 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
@@ -74,15 +74,6 @@ public abstract class Resource implements Comparable<Resource> {
     return resource;
   }
 
-  @Public
-  @Stable
-  public static Resource newInstance(
-      Map<String, ResourceInformation> resources) {
-    Resource resource = Records.newRecord(Resource.class);
-    resource.setResources(resources);
-    return resource;
-  }
-
   /**
    * This method is DEPRECATED:
    * Use {@link Resource#getMemorySize()} instead
@@ -207,15 +198,6 @@ public abstract class Resource implements Comparable<Resource> {
   public abstract Long getResourceValue(String resource) throws YarnException;
 
   /**
-   * Set the resources to the map specified.
-   *
-   * @param resources Desired resources
-   */
-  @Public
-  @Evolving
-  public abstract void setResources(Map<String, ResourceInformation> resources);
-
-  /**
    * Set the ResourceInformation object for a particular resource.
    *
    * @param resource the resource for which the ResourceInformation is provided
@@ -249,8 +231,8 @@ public abstract class Resource implements Comparable<Resource> {
     result = prime * result + getVirtualCores();
     for (Map.Entry<String, ResourceInformation> entry : getResources()
         .entrySet()) {
-      if (entry.getKey().equals(ResourceInformation.MEMORY.getName()) || entry
-          .getKey().equals(ResourceInformation.VCORES.getName())) {
+      if (entry.getKey().equals(ResourceInformation.MEMORY_MB.getName())
+          || entry.getKey().equals(ResourceInformation.VCORES.getName())) {
         continue;
       }
       result = prime * result + entry.getValue().hashCode();
@@ -284,7 +266,7 @@ public abstract class Resource implements Comparable<Resource> {
         .append(getVirtualCores());
     for (Map.Entry<String, ResourceInformation> entry : getResources()
         .entrySet()) {
-      if (entry.getKey().equals(ResourceInformation.MEMORY.getName())
+      if (entry.getKey().equals(ResourceInformation.MEMORY_MB.getName())
           && entry.getValue().getUnits()
           .equals(ResourceInformation.MEMORY_MB.getUnits())) {
         continue;

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
index 4e780c1..80e3192 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
@@ -32,11 +32,9 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   private ResourceTypes resourceType;
   private Long value;
 
-  private static final String MEMORY_URI = "yarn.io/memory";
-  private static final String VCORES_URI = "yarn.io/vcores";
+  private static final String MEMORY_URI = "memory-mb";
+  private static final String VCORES_URI = "vcores";
 
-  public static final ResourceInformation MEMORY =
-      ResourceInformation.newInstance(MEMORY_URI);
   public static final ResourceInformation MEMORY_MB =
       ResourceInformation.newInstance(MEMORY_URI, "M");
   public static final ResourceInformation VCORES =
@@ -77,7 +75,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   public void setUnits(String rUnits) {
     if (!UnitsConversionUtil.KNOWN_UNITS.contains(rUnits)) {
       throw new IllegalArgumentException(
-          "Unknown unit '" + units + "'. Known units are "
+          "Unknown unit '" + rUnits + "'. Known units are "
               + UnitsConversionUtil.KNOWN_UNITS);
     }
     this.units = rUnits;

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
index dc7c629..563778a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/conf/YarnConfiguration.java
@@ -59,8 +59,13 @@ public class YarnConfiguration extends Configuration {
   public static final String CORE_SITE_CONFIGURATION_FILE = "core-site.xml";
 
   @Private
+  public static final String RESOURCE_TYPES_CONFIGURATION_FILE =
+      "resource-types.xml";
+
+  @Private
   public static final List<String> RM_CONFIGURATION_FILES =
       Collections.unmodifiableList(Arrays.asList(
+          RESOURCE_TYPES_CONFIGURATION_FILE,
           DR_CONFIGURATION_FILE,
           CS_CONFIGURATION_FILE,
           HADOOP_POLICY_CONFIGURATION_FILE,
@@ -94,6 +99,13 @@ public class YarnConfiguration extends Configuration {
 
   public static final String YARN_PREFIX = "yarn.";
 
+  /////////////////////////////
+  // Scheduler resource types configs
+  ////////////////////////////
+
+  public static final String RESOURCE_TYPES =
+      YarnConfiguration.YARN_PREFIX + "resource-types";
+
   /** Delay before deleting resource to ease debugging of NM issues */
   public static final String DEBUG_NM_DELETE_DELAY_SEC =
     YarnConfiguration.NM_PREFIX + "delete.debug-delay-sec";

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
index 4277034..b5fece7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
@@ -27,7 +27,7 @@ import org.apache.hadoop.classification.InterfaceStability;
  */
 @InterfaceAudience.Public
 @InterfaceStability.Unstable
-public class ResourceNotFoundException extends YarnException {
+public class ResourceNotFoundException extends YarnRuntimeException {
 
   private static final long serialVersionUID = 10081982L;
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
index c76e775..ff9ac52 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
@@ -209,6 +209,14 @@
         <filtering>true</filtering>
       </resource>
     </resources>
+    <testResources>
+      <testResource>
+        <directory>${project.basedir}/src/test/resources</directory>
+      </testResource>
+      <testResource>
+        <directory>${project.basedir}/src/test/resources/resource-types</directory>
+      </testResource>
+    </testResources>
     <plugins>
      <plugin>
         <groupId>org.apache.rat</groupId>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 14e5090..c0ae52f 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -25,10 +25,11 @@ import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
-import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProtoOrBuilder;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceInformationProto;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
 import java.util.*;
@@ -36,6 +37,7 @@ import java.util.*;
 @Private
 @Unstable
 public class ResourcePBImpl extends Resource {
+
   ResourceProto proto = ResourceProto.getDefaultInstance();
   ResourceProto.Builder builder = null;
   boolean viaProto = false;
@@ -75,16 +77,11 @@ public class ResourcePBImpl extends Resource {
 
   @Override
   public long getMemorySize() {
-    try {
-      ResourceInformation ri =
-          this.getResourceInformation(ResourceInformation.MEMORY.getName());
-      return (int) UnitsConversionUtil
-          .convert(ri.getUnits(), "M", ri.getValue()).longValue();
-    } catch (YarnException ye) {
-      // memory should always be present
-      initResourcesMap();
-      return 0;
-    }
+    // memory should always be present
+    initResourcesMap();
+    ResourceInformation ri =
+        this.getResourceInformation(ResourceInformation.MEMORY_MB.getName());
+    return UnitsConversionUtil.convert(ri.getUnits(), "M", ri.getValue());
   }
 
   @Override
@@ -103,14 +100,10 @@ public class ResourcePBImpl extends Resource {
 
   @Override
   public int getVirtualCores() {
-    try {
-      return (int) this.getResourceValue(ResourceInformation.VCORES.getName())
-          .longValue();
-    } catch (YarnException ye) {
-      // vcores should always be present
-      initResourcesMap();
-      return 0;
-    }
+    // vcores should always be present
+    initResourcesMap();
+    return this.getResourceValue(ResourceInformation.VCORES.getName())
+        .intValue();
   }
 
   @Override
@@ -150,21 +143,6 @@ public class ResourcePBImpl extends Resource {
   }
 
   @Override
-  public void setResources(Map<String, ResourceInformation> resources) {
-    maybeInitBuilder();
-    if (resources == null || resources.isEmpty()) {
-      builder.clearResourceValueMap();
-    } else {
-      for (Map.Entry<String, ResourceInformation> entry : resources.entrySet()) {
-        if (!entry.getKey().equals(entry.getValue().getName())) {
-          entry.getValue().setName(entry.getKey());
-        }
-      }
-    }
-    this.resources = resources;
-  }
-
-  @Override
   public void setResourceInformation(String resource,
       ResourceInformation resourceInformation) {
     maybeInitBuilder();
@@ -202,8 +180,7 @@ public class ResourcePBImpl extends Resource {
   }
 
   @Override
-  public ResourceInformation getResourceInformation(String resource)
-      throws YarnException {
+  public ResourceInformation getResourceInformation(String resource) {
     initResources();
     if (this.resources.containsKey(resource)) {
       return this.resources.get(resource);
@@ -212,7 +189,7 @@ public class ResourcePBImpl extends Resource {
   }
 
   @Override
-  public Long getResourceValue(String resource) throws YarnException {
+  public Long getResourceValue(String resource) {
     initResources();
     if (this.resources.containsKey(resource)) {
       return this.resources.get(resource).getValue();
@@ -223,18 +200,15 @@ public class ResourcePBImpl extends Resource {
   private void initResourcesMap() {
     if (resources == null) {
       resources = new HashMap<>();
-    }
-    ResourceInformation ri;
-    if (!resources.containsKey(ResourceInformation.MEMORY.getName())) {
-      ri = ResourceInformation
-          .newInstance(ResourceInformation.MEMORY_MB.getName(),
-              ResourceInformation.MEMORY_MB.getUnits());
-      this.resources.put(ResourceInformation.MEMORY.getName(), ri);
-    }
-    if (!resources.containsKey(ResourceInformation.VCORES.getName())) {
-      ri =
-          ResourceInformation.newInstance(ResourceInformation.VCORES.getName());
-      this.resources.put(ResourceInformation.VCORES.getName(), ri);
+      Map<String, ResourceInformation> types = ResourceUtils.getResourceTypes();
+      if (types == null) {
+        throw new YarnRuntimeException(
+            "Got null return value from ResourceUtils.getResourceTypes()");
+      }
+      for (Map.Entry<String, ResourceInformation> entry : types.entrySet()) {
+        resources.put(entry.getKey(),
+            ResourceInformation.newInstance(entry.getValue()));
+      }
     }
   }
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
index 4a8eeb2..fc078e4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
@@ -26,7 +26,6 @@ import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
-import java.util.HashSet;
 import java.util.Set;
 
 /**
@@ -60,9 +59,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   private Set<String> resourceNames;
 
   public DominantResourceCalculator() {
-    resourceNames = new HashSet<>();
-    resourceNames.add(ResourceInformation.MEMORY.getName());
-    resourceNames.add(ResourceInformation.VCORES.getName());
+    resourceNames = ResourceUtils.getResourceTypes().keySet();
   }
 
   /**

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
new file mode 100644
index 0000000..0316f01
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -0,0 +1,229 @@
+/**
+ * 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.util.resource;
+
+import com.google.common.annotations.VisibleForTesting;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.conf.ConfigurationProvider;
+import org.apache.hadoop.yarn.conf.ConfigurationProviderFactory;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
+
+import java.io.FileNotFoundException;
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+
+/**
+ * Helper class to read the resource-types to be supported by the system.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public class ResourceUtils {
+
+  public static final String UNITS = ".units";
+  public static final String TYPE = ".type";
+
+  private static final Set<String> DISALLOWED_NAMES = new HashSet<>();
+  static {
+    DISALLOWED_NAMES.add("memory");
+    DISALLOWED_NAMES.add(ResourceInformation.MEMORY_MB.getName());
+    DISALLOWED_NAMES.add(ResourceInformation.VCORES.getName());
+  }
+
+  private static volatile Object lock;
+  private static Map<String, ResourceInformation> readOnlyResources;
+
+  static final Log LOG = LogFactory.getLog(ResourceUtils.class);
+
+  private ResourceUtils() {
+  }
+
+  private static void checkMandatatoryResources(
+      Map<String, ResourceInformation> resourceInformationMap)
+      throws YarnRuntimeException {
+    String memory = ResourceInformation.MEMORY_MB.getName();
+    String vcores = ResourceInformation.VCORES.getName();
+    if (resourceInformationMap.containsKey(memory)) {
+      ResourceInformation memInfo = resourceInformationMap.get(memory);
+      String memUnits = ResourceInformation.MEMORY_MB.getUnits();
+      ResourceTypes memType = ResourceInformation.MEMORY_MB.getResourceType();
+      if (!memInfo.getUnits().equals(memUnits) || !memInfo.getResourceType()
+          .equals(memType)) {
+        throw new YarnRuntimeException(
+            "Attempt to re-define mandatory resource 'memory-mb'. It can only"
+                + " be of type 'COUNTABLE' and have units 'M'.");
+      }
+    }
+
+    if (resourceInformationMap.containsKey(vcores)) {
+      ResourceInformation vcoreInfo = resourceInformationMap.get(vcores);
+      String vcoreUnits = ResourceInformation.VCORES.getUnits();
+      ResourceTypes vcoreType = ResourceInformation.VCORES.getResourceType();
+      if (!vcoreInfo.getUnits().equals(vcoreUnits) || !vcoreInfo
+          .getResourceType().equals(vcoreType)) {
+        throw new YarnRuntimeException(
+            "Attempt to re-define mandatory resource 'vcores'. It can only be"
+                + " of type 'COUNTABLE' and have units ''(no units).");
+      }
+    }
+  }
+
+  private static void addManadtoryResources(
+      Map<String, ResourceInformation> res) {
+    ResourceInformation ri;
+    if (!res.containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      LOG.info("Adding resource type - name = " + ResourceInformation.MEMORY_MB
+          .getName() + ", units = " + ResourceInformation.MEMORY_MB.getUnits()
+          + ", type = " + ResourceTypes.COUNTABLE);
+      ri = ResourceInformation
+          .newInstance(ResourceInformation.MEMORY_MB.getName(),
+              ResourceInformation.MEMORY_MB.getUnits());
+      res.put(ResourceInformation.MEMORY_MB.getName(), ri);
+    }
+    if (!res.containsKey(ResourceInformation.VCORES.getName())) {
+      LOG.info("Adding resource type - name = " + ResourceInformation.VCORES
+          .getName() + ", units = , type = " + ResourceTypes.COUNTABLE);
+      ri =
+          ResourceInformation.newInstance(ResourceInformation.VCORES.getName());
+      res.put(ResourceInformation.VCORES.getName(), ri);
+    }
+  }
+
+  @VisibleForTesting
+  static void initializeResourcesMap(Configuration conf,
+      Map<String, ResourceInformation> resourceInformationMap) {
+
+    String[] resourceNames = conf.getStrings(YarnConfiguration.RESOURCE_TYPES);
+    if (resourceNames != null && resourceNames.length != 0) {
+      for (String resourceName : resourceNames) {
+        String resourceUnits = conf.get(
+            YarnConfiguration.RESOURCE_TYPES + "." + resourceName + UNITS, "");
+        String resourceTypeName = conf.get(
+            YarnConfiguration.RESOURCE_TYPES + "." + resourceName + TYPE,
+            ResourceTypes.COUNTABLE.toString());
+        if (resourceName == null || resourceName.isEmpty()
+            || resourceUnits == null || resourceTypeName == null) {
+          throw new YarnRuntimeException(
+              "Incomplete configuration for resource type '" + resourceName
+                  + "'. One of name, units or type is configured incorrectly.");
+        }
+        if (DISALLOWED_NAMES.contains(resourceName)) {
+          throw new YarnRuntimeException(
+              "Resource type cannot be named '" + resourceName
+                  + "'. That name is disallowed.");
+        }
+        ResourceTypes resourceType = ResourceTypes.valueOf(resourceTypeName);
+        LOG.info("Adding resource type - name = " + resourceName + ", units = "
+            + resourceUnits + ", type = " + resourceTypeName);
+        if (resourceInformationMap.containsKey(resourceName)) {
+          throw new YarnRuntimeException(
+              "Error in config, key '" + resourceName + "' specified twice");
+        }
+        resourceInformationMap.put(resourceName, ResourceInformation
+            .newInstance(resourceName, resourceUnits, 0L, resourceType));
+      }
+    }
+    checkMandatatoryResources(resourceInformationMap);
+    addManadtoryResources(resourceInformationMap);
+    readOnlyResources = Collections.unmodifiableMap(resourceInformationMap);
+  }
+
+  /**
+   * Get the resource types to be supported by the system.
+   * @return A map of the resource name to a ResouceInformation object
+   *         which contains details such as the unit.
+   */
+  public static Map<String, ResourceInformation> getResourceTypes() {
+    return getResourceTypes(null,
+        YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+  }
+
+  private static Map<String, ResourceInformation> getResourceTypes(
+      Configuration conf, String resourceFile) {
+    if (lock == null) {
+      synchronized (ResourceUtils.class) {
+        if (lock == null) {
+          synchronized (ResourceUtils.class) {
+            lock = new Object();
+            Map<String, ResourceInformation> resources = new HashMap<>();
+            if (conf == null) {
+              conf = new YarnConfiguration();
+            }
+            try {
+              InputStream ris = getConfInputStream(resourceFile, conf);
+              LOG.debug("Found " + resourceFile + ", adding to configuration");
+              conf.addResource(ris);
+              initializeResourcesMap(conf, resources);
+              return resources;
+            } catch (FileNotFoundException fe) {
+              LOG.info("Unable to find '" + resourceFile
+                  + "'. Falling back to memory and vcores as resources", fe);
+              initializeResourcesMap(conf, resources);
+            } catch (IOException ie) {
+              LOG.fatal(
+                  "Exception trying to read resource types configuration '"
+                      + resourceFile + "'.", ie);
+              throw new YarnRuntimeException(ie);
+            } catch (YarnException ye) {
+              LOG.fatal(
+                  "YARN Exception trying to read resource types configuration '"
+                      + resourceFile + "'.", ye);
+              throw new YarnRuntimeException(ye);
+            }
+          }
+        }
+      }
+    }
+    return readOnlyResources;
+  }
+
+  static InputStream getConfInputStream(String resourceFile, Configuration conf)
+      throws IOException, YarnException {
+
+    ConfigurationProvider provider =
+        ConfigurationProviderFactory.getConfigurationProvider(conf);
+    InputStream ris = provider.getConfigurationInputStream(conf, resourceFile);
+    if (ris == null) {
+      if (conf.getResource(resourceFile) == null) {
+        throw new FileNotFoundException("Unable to find " + resourceFile);
+      }
+      throw new IOException(
+          "Unable to open resource types file '" + resourceFile
+              + "'. Using provider " + provider);
+    }
+    return ris;
+  }
+
+  @VisibleForTesting
+  static void resetResourceTypes() {
+    lock = null;
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
index 59ee009..12a91ef 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
@@ -120,11 +120,6 @@ public class Resources {
     }
 
     @Override
-    public void setResources(Map<String, ResourceInformation> resources) {
-      throw new RuntimeException(name + " cannot be modified!");
-    }
-
-    @Override
     public void setResourceInformation(String resource,
         ResourceInformation resourceInformation)
         throws ResourceNotFoundException {
@@ -143,11 +138,14 @@ public class Resources {
       // needs to be Integer.MAX_VALUE
       int max = resourceValue > Integer.MAX_VALUE ? Integer.MAX_VALUE :
           resourceValue.intValue();
-      tmp.put(ResourceInformation.MEMORY.getName(), ResourceInformation
-          .newInstance(ResourceInformation.MEMORY.getName(),
-              ResourceInformation.MEMORY_MB.getUnits(), (long) max));
-      tmp.put(ResourceInformation.VCORES.getName(), ResourceInformation
-          .newInstance(ResourceInformation.VCORES.getName(), (long) max));
+      Map<String, ResourceInformation> types = ResourceUtils.getResourceTypes();
+      if (types != null) {
+        for (Map.Entry<String, ResourceInformation> entry : types.entrySet()) {
+          tmp.put(entry.getKey(),
+              ResourceInformation.newInstance(entry.getValue()));
+          tmp.get(entry.getKey()).setValue((long) max);
+        }
+      }
       return tmp;
     }
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
index c8c4edd..f911794 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/resources/yarn-default.xml
@@ -2999,4 +2999,14 @@
     <value>60000</value>
   </property>
 
+
+  <!-- resource types configuration -->
+  <property>
+    <name>yarn.resource-types</name>
+    <value></value>
+    <description>
+    The resource types to be used for scheduling. Use resource-types.xml
+    to specify details about the individual resource types.
+    </description>
+  </property>
 </configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
new file mode 100644
index 0000000..606e89c
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
@@ -0,0 +1,248 @@
+/**
+ * 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.util.resource;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.util.SystemClock;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.io.File;
+import java.util.HashMap;
+import java.util.Map;
+
+public class TestResourceUtils {
+
+  static class ResourceFileInformation {
+    String filename;
+    int resourceCount;
+    Map<String, String> resourceNameUnitsMap;
+
+    public ResourceFileInformation(String name, int count) {
+      filename = name;
+      resourceCount = count;
+      resourceNameUnitsMap = new HashMap<>();
+    }
+  }
+
+  @Before
+  public void setup() {
+    ResourceUtils.resetResourceTypes();
+  }
+
+  private void testMemoryAndVcores(Map<String, ResourceInformation> res) {
+    String memory = ResourceInformation.MEMORY_MB.getName();
+    String vcores = ResourceInformation.VCORES.getName();
+    Assert.assertTrue("Resource 'memory' missing", res.containsKey(memory));
+    Assert.assertEquals("'memory' units incorrect",
+        ResourceInformation.MEMORY_MB.getUnits(), res.get(memory).getUnits());
+    Assert.assertEquals("'memory' types incorrect",
+        ResourceInformation.MEMORY_MB.getResourceType(),
+        res.get(memory).getResourceType());
+    Assert.assertTrue("Resource 'vcores' missing", res.containsKey(vcores));
+    Assert.assertEquals("'vcores' units incorrect",
+        ResourceInformation.VCORES.getUnits(), res.get(vcores).getUnits());
+    Assert.assertEquals("'vcores' type incorrect",
+        ResourceInformation.VCORES.getResourceType(),
+        res.get(vcores).getResourceType());
+  }
+
+  @Test
+  public void testGetResourceTypes() throws Exception {
+
+    Map<String, ResourceInformation> res = ResourceUtils.getResourceTypes();
+    Assert.assertEquals(2, res.size());
+    testMemoryAndVcores(res);
+  }
+
+  @Test
+  public void testGetResourceTypesConfigs() throws Exception {
+
+    Configuration conf = new YarnConfiguration();
+
+    ResourceFileInformation testFile1 =
+        new ResourceFileInformation("resource-types-1.xml", 2);
+    ResourceFileInformation testFile2 =
+        new ResourceFileInformation("resource-types-2.xml", 3);
+    testFile2.resourceNameUnitsMap.put("resource1", "G");
+    ResourceFileInformation testFile3 =
+        new ResourceFileInformation("resource-types-3.xml", 3);
+    testFile3.resourceNameUnitsMap.put("resource2", "");
+    ResourceFileInformation testFile4 =
+        new ResourceFileInformation("resource-types-4.xml", 4);
+    testFile4.resourceNameUnitsMap.put("resource1", "G");
+    testFile4.resourceNameUnitsMap.put("resource2", "m");
+
+    ResourceFileInformation[] tests =
+        { testFile1, testFile2, testFile3, testFile4 };
+    Map<String, ResourceInformation> res;
+    for (ResourceFileInformation testInformation : tests) {
+      ResourceUtils.resetResourceTypes();
+      File source = new File(
+          conf.getClassLoader().getResource(testInformation.filename)
+              .getFile());
+      File dest = new File(source.getParent(), "resource-types.xml");
+      FileUtils.copyFile(source, dest);
+      res = ResourceUtils.getResourceTypes();
+      testMemoryAndVcores(res);
+      Assert.assertEquals(testInformation.resourceCount, res.size());
+      for (Map.Entry<String, String> entry : testInformation.resourceNameUnitsMap
+          .entrySet()) {
+        String resourceName = entry.getKey();
+        Assert.assertTrue("Missing key " + resourceName,
+            res.containsKey(resourceName));
+        Assert.assertEquals(entry.getValue(), res.get(resourceName).getUnits());
+      }
+      dest.delete();
+    }
+  }
+
+  @Test
+  public void testGetResourceTypesConfigErrors() throws Exception {
+    Configuration conf = new YarnConfiguration();
+
+    String[] resourceFiles =
+        { "resource-types-error-1.xml", "resource-types-error-2.xml",
+            "resource-types-error-3.xml", "resource-types-error-4.xml" };
+    for (String resourceFile : resourceFiles) {
+      ResourceUtils.resetResourceTypes();
+      File dest = null;
+      try {
+        File source =
+            new File(conf.getClassLoader().getResource(resourceFile).getFile());
+        dest = new File(source.getParent(), "resource-types.xml");
+        FileUtils.copyFile(source, dest);
+        ResourceUtils.getResourceTypes();
+        Assert.fail("Expected error with file " + resourceFile);
+      } catch (NullPointerException ne) {
+        throw ne;
+      } catch (Exception e) {
+        if (dest != null) {
+          dest.delete();
+        }
+      }
+    }
+  }
+
+  @Test
+  public void testInitializeResourcesMap() throws Exception {
+    String[] empty = { "", "" };
+    String[] res1 = { "resource1", "m" };
+    String[] res2 = { "resource2", "G" };
+    String[][] test1 = { empty };
+    String[][] test2 = { res1 };
+    String[][] test3 = { res2 };
+    String[][] test4 = { res1, res2 };
+
+    String[][][] allTests = { test1, test2, test3, test4 };
+
+    for (String[][] test : allTests) {
+
+      Configuration conf = new YarnConfiguration();
+      String resSt = "";
+      for (String[] resources : test) {
+        resSt += (resources[0] + ",");
+      }
+      resSt = resSt.substring(0, resSt.length() - 1);
+      conf.set(YarnConfiguration.RESOURCE_TYPES, resSt);
+      for (String[] resources : test) {
+        String name =
+            YarnConfiguration.RESOURCE_TYPES + "." + resources[0] + ".units";
+        conf.set(name, resources[1]);
+      }
+      Map<String, ResourceInformation> ret = new HashMap<>();
+      ResourceUtils.initializeResourcesMap(conf, ret);
+      // for test1, 4 - length will be 1, 4
+      // for the others, len will be 3
+      int len = 3;
+      if (test == test1) {
+        len = 2;
+      } else if (test == test4) {
+        len = 4;
+      }
+
+      Assert.assertEquals(len, ret.size());
+      for (String[] resources : test) {
+        if (resources[0].length() == 0) {
+          continue;
+        }
+        Assert.assertTrue(ret.containsKey(resources[0]));
+        ResourceInformation resInfo = ret.get(resources[0]);
+        Assert.assertEquals(resources[1], resInfo.getUnits());
+        Assert.assertEquals(ResourceTypes.COUNTABLE, resInfo.getResourceType());
+      }
+      // we must always have memory and vcores with their fixed units
+      Assert.assertTrue(ret.containsKey("memory-mb"));
+      ResourceInformation memInfo = ret.get("memory-mb");
+      Assert.assertEquals("M", memInfo.getUnits());
+      Assert.assertEquals(ResourceTypes.COUNTABLE, memInfo.getResourceType());
+      Assert.assertTrue(ret.containsKey("vcores"));
+      ResourceInformation vcoresInfo = ret.get("vcores");
+      Assert.assertEquals("", vcoresInfo.getUnits());
+      Assert
+          .assertEquals(ResourceTypes.COUNTABLE, vcoresInfo.getResourceType());
+    }
+  }
+
+  @Test
+  public void testInitializeResourcesMapErrors() throws Exception {
+
+    String[] mem1 = { "memory-mb", "" };
+    String[] vcores1 = { "vcores", "M" };
+
+    String[] mem2 = { "memory-mb", "m" };
+    String[] vcores2 = { "vcores", "G" };
+
+    String[] mem3 = { "memory", "" };
+
+    String[][] test1 = { mem1, vcores1 };
+    String[][] test2 = { mem2, vcores2 };
+    String[][] test3 = { mem3 };
+
+    String[][][] allTests = { test1, test2, test3 };
+
+    for (String[][] test : allTests) {
+
+      Configuration conf = new YarnConfiguration();
+      String resSt = "";
+      for (String[] resources : test) {
+        resSt += (resources[0] + ",");
+      }
+      resSt = resSt.substring(0, resSt.length() - 1);
+      conf.set(YarnConfiguration.RESOURCE_TYPES, resSt);
+      for (String[] resources : test) {
+        String name =
+            YarnConfiguration.RESOURCE_TYPES + "." + resources[0] + ".units";
+        conf.set(name, resources[1]);
+      }
+      Map<String, ResourceInformation> ret = new HashMap<>();
+      try {
+        ResourceUtils.initializeResourcesMap(conf, ret);
+        Assert.fail("resource map initialization should fail");
+      } catch (Exception e) {
+        // do nothing
+      }
+    }
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-1.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-1.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-1.xml
new file mode 100644
index 0000000..3ec106d
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-1.xml
@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-2.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-2.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-2.xml
new file mode 100644
index 0000000..6e5885e
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-2.xml
@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>resource1</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource1.units</name>
+   <value>G</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-3.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-3.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-3.xml
new file mode 100644
index 0000000..8fd6fef
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-3.xml
@@ -0,0 +1,24 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>resource2</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-4.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-4.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-4.xml
new file mode 100644
index 0000000..c84316a
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-4.xml
@@ -0,0 +1,34 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>resource1,resource2</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource1.units</name>
+   <value>G</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource2.units</name>
+   <value>m</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-1.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-1.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-1.xml
new file mode 100644
index 0000000..d1942f2
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-1.xml
@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>memory-mb,resource1</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource1.calculator-units</name>
+   <value>G</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-2.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-2.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-2.xml
new file mode 100644
index 0000000..ca428eb
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-2.xml
@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>vcores,resource1</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource1.calculator-units</name>
+   <value>G</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-3.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-3.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-3.xml
new file mode 100644
index 0000000..08b8a6d
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-3.xml
@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>vcores,resource1</value>
+ </property>
+
+ <property>
+   <name>yarn.resource-types.resource1.calculator-units</name>
+   <value>A</value>
+ </property>
+
+</configuration>

http://git-wip-us.apache.org/repos/asf/hadoop/blob/e439c47b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-4.xml
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-4.xml b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-4.xml
new file mode 100644
index 0000000..c8eb766
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/resources/resource-types/resource-types-error-4.xml
@@ -0,0 +1,24 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+<!--
+Licensed 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. See accompanying LICENSE file.
+-->
+
+<configuration>
+
+ <property>
+   <name>yarn.resource-types</name>
+   <value>memory,resource1</value>
+ </property>
+
+</configuration>


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[11/13] hadoop git commit: YARN-5708. Implement APIs to get resource profiles from the RM. Contributed by Varun Vasudev.

Posted by as...@apache.org.
YARN-5708. Implement APIs to get resource profiles from the RM. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/0a30b9c4
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/0a30b9c4
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/0a30b9c4

Branch: refs/heads/YARN-5501
Commit: 0a30b9c406f38d71a84bca1efb123053a077edae
Parents: 8699cc6
Author: Varun Vasudev <vv...@apache.org>
Authored: Sat Oct 22 20:15:47 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:33 2016 -0800

----------------------------------------------------------------------
 .../hadoop/mapred/ResourceMgrDelegate.java      |  13 ++
 .../hadoop/mapred/TestClientRedirect.java       |  17 +++
 .../yarn/api/ApplicationClientProtocol.java     |  37 +++++
 .../GetAllResourceProfilesRequest.java          |  35 +++++
 .../GetAllResourceProfilesResponse.java         |  60 ++++++++
 .../GetResourceProfileRequest.java              |  59 ++++++++
 .../GetResourceProfileResponse.java             |  68 +++++++++
 .../yarn/api/records/ProfileCapability.java     |  88 ++++++++++++
 .../main/proto/applicationclient_protocol.proto |   2 +
 .../src/main/proto/yarn_protos.proto            |  15 ++
 .../src/main/proto/yarn_service_protos.proto    |  16 +++
 .../hadoop/yarn/client/api/YarnClient.java      |  25 ++++
 .../yarn/client/api/impl/YarnClientImpl.java    |  18 +++
 .../ApplicationClientProtocolPBClientImpl.java  |  36 +++++
 .../ApplicationClientProtocolPBServiceImpl.java |  42 ++++++
 .../pb/GetAllResourceProfilesRequestPBImpl.java |  55 +++++++
 .../GetAllResourceProfilesResponsePBImpl.java   | 142 +++++++++++++++++++
 .../pb/GetResourceProfileRequestPBImpl.java     | 101 +++++++++++++
 .../pb/GetResourceProfileResponsePBImpl.java    | 112 +++++++++++++++
 .../impl/pb/ProfileCapabilityPBImpl.java        | 134 +++++++++++++++++
 .../hadoop/yarn/api/TestPBImplRecords.java      |  34 +++++
 .../amrmproxy/MockResourceManagerFacade.java    |  16 +++
 .../server/resourcemanager/ClientRMService.java |  41 ++++++
 .../yarn/server/resourcemanager/RMContext.java  |   5 +
 .../server/resourcemanager/RMContextImpl.java   |  15 ++
 .../server/resourcemanager/ResourceManager.java |   8 ++
 26 files changed, 1194 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/main/java/org/apache/hadoop/mapred/ResourceMgrDelegate.java
----------------------------------------------------------------------
diff --git a/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/main/java/org/apache/hadoop/mapred/ResourceMgrDelegate.java b/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/main/java/org/apache/hadoop/mapred/ResourceMgrDelegate.java
index c302553..6ed0127 100644
--- a/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/main/java/org/apache/hadoop/mapred/ResourceMgrDelegate.java
+++ b/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/main/java/org/apache/hadoop/mapred/ResourceMgrDelegate.java
@@ -66,6 +66,7 @@ import org.apache.hadoop.yarn.api.records.NodeReport;
 import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.SignalContainerCommand;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
 import org.apache.hadoop.yarn.api.records.YarnClusterMetrics;
@@ -517,4 +518,16 @@ public class ResourceMgrDelegate extends YarnClient {
       throws YarnException, IOException {
     client.killApplication(appId, diagnostics);
   }
+
+  @Override
+  public Map<String, Resource> getResourceProfiles()
+      throws YarnException, IOException {
+    return client.getResourceProfiles();
+  }
+
+  @Override
+  public Resource getResourceProfile(String profile)
+      throws YarnException, IOException {
+    return client.getResourceProfile(profile);
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapred/TestClientRedirect.java
----------------------------------------------------------------------
diff --git a/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapred/TestClientRedirect.java b/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapred/TestClientRedirect.java
index 65eac65..cc50be0 100644
--- a/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapred/TestClientRedirect.java
+++ b/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapred/TestClientRedirect.java
@@ -72,6 +72,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.CancelDelegationTokenRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.CancelDelegationTokenResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.FailApplicationAttemptRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.FailApplicationAttemptResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -104,6 +106,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.GetQueueInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueUserAclsInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueUserAclsInfoResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.MoveApplicationAcrossQueuesRequest;
@@ -494,6 +498,19 @@ public class TestClientRedirect {
         throws YarnException, IOException {
       return null;
     }
+
+    @Override
+    public GetAllResourceProfilesResponse getResourceProfiles(
+        GetAllResourceProfilesRequest request)
+        throws YarnException, IOException {
+      return null;
+    }
+
+    @Override
+    public GetResourceProfileResponse getResourceProfile(
+        GetResourceProfileRequest request) throws YarnException, IOException {
+      return null;
+    }
   }
 
   class HistoryService extends AMService implements HSClientProtocol {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/ApplicationClientProtocol.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/ApplicationClientProtocol.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/ApplicationClientProtocol.java
index 394454f..09d0f43 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/ApplicationClientProtocol.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/ApplicationClientProtocol.java
@@ -65,6 +65,10 @@ import org.apache.hadoop.yarn.api.protocolrecords.SignalContainerRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.SignalContainerResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.ApplicationId;
 import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
@@ -589,4 +593,37 @@ public interface ApplicationClientProtocol extends ApplicationBaseProtocol {
   public UpdateApplicationTimeoutsResponse updateApplicationTimeouts(
       UpdateApplicationTimeoutsRequest request)
       throws YarnException, IOException;
+
+  /**
+   * <p>
+   * The interface used by clients to get all the resource profiles that are
+   * available on the ResourceManager.
+   * </p>
+   * @param request request to get all the resource profiles
+   * @return Response containing a map of the profile name to Resource
+   *         capabilities
+   * @throws YarnException if resource profiles are not enabled on the RM
+   * @throws IOException in case of other errors
+   */
+  @Public
+  @Unstable
+  GetAllResourceProfilesResponse getResourceProfiles(
+      GetAllResourceProfilesRequest request) throws YarnException, IOException;
+
+  /**
+   * <p>
+   * The interface to get the details for a specific resource profile.
+   * </p>
+   * @param request request to get the details of a resource profile
+   * @return Response containing the details for a particular resource profile
+   * @throws YarnException if resource profiles are not enabled on the RM or
+   *         the profile cannot be found
+   * @throws IOException in case of other errors
+   */
+  @Public
+  @Unstable
+  GetResourceProfileResponse getResourceProfile(
+      GetResourceProfileRequest request) throws YarnException, IOException;
+
+
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesRequest.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesRequest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesRequest.java
new file mode 100644
index 0000000..0bb9bf8
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesRequest.java
@@ -0,0 +1,35 @@
+/**
+ * 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.protocolrecords;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.util.Records;
+
+/**
+ * Request class for getting all the resource profiles from the RM.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class GetAllResourceProfilesRequest {
+
+  public static GetAllResourceProfilesRequest newInstance() {
+    return Records.newRecord(GetAllResourceProfilesRequest.class);
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesResponse.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesResponse.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesResponse.java
new file mode 100644
index 0000000..5477708
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceProfilesResponse.java
@@ -0,0 +1,60 @@
+/**
+ * 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.protocolrecords;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.util.Records;
+
+import java.util.Map;
+
+/**
+ * Response class for getting all the resource profiles from the RM.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class GetAllResourceProfilesResponse {
+
+  public static GetAllResourceProfilesResponse newInstance() {
+    return Records.newRecord(GetAllResourceProfilesResponse.class);
+  }
+
+  public abstract void setResourceProfiles(Map<String, Resource> profiles);
+
+  public abstract Map<String, Resource> getResourceProfiles();
+
+  @Override
+  public boolean equals(Object other) {
+    if (this == other) {
+      return true;
+    }
+    if (other == null || !(other instanceof GetAllResourceProfilesResponse)) {
+      return false;
+    }
+    return ((GetAllResourceProfilesResponse) other).getResourceProfiles()
+        .equals(this.getResourceProfiles());
+  }
+
+  @Override
+  public int hashCode() {
+    return this.getResourceProfiles().hashCode();
+  }
+
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileRequest.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileRequest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileRequest.java
new file mode 100644
index 0000000..3655be9
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileRequest.java
@@ -0,0 +1,59 @@
+/**
+ * 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.protocolrecords;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.util.Records;
+
+/**
+ * Request class for getting the details for a particular resource profile.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class GetResourceProfileRequest {
+
+  public static GetResourceProfileRequest newInstance(String profile) {
+    GetResourceProfileRequest request =
+        Records.newRecord(GetResourceProfileRequest.class);
+    request.setProfileName(profile);
+    return request;
+  }
+
+  public abstract void setProfileName(String profileName);
+
+  public abstract String getProfileName();
+
+  @Override
+  public boolean equals(Object other) {
+    if (this == other) {
+      return true;
+    }
+    if (other == null || !(other instanceof GetResourceProfileRequest)) {
+      return false;
+    }
+    return this.getProfileName()
+        .equals(((GetResourceProfileRequest) other).getProfileName());
+  }
+
+  @Override
+  public int hashCode() {
+    return getProfileName().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileResponse.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileResponse.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileResponse.java
new file mode 100644
index 0000000..a010644
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetResourceProfileResponse.java
@@ -0,0 +1,68 @@
+/**
+ * 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.protocolrecords;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.util.Records;
+
+/**
+ * Response class for getting the details for a particular resource profile.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class GetResourceProfileResponse {
+
+  public static GetResourceProfileResponse newInstance() {
+    return Records.newRecord(GetResourceProfileResponse.class);
+  }
+
+  /**
+   * Get the resources that will be allocated if the profile was used.
+   *
+   * @return the resources that will be allocated if the profile was used.
+   */
+  public abstract Resource getResource();
+
+  /**
+   * Set the resources that will be allocated if the profile is used.
+   *
+   * @param r Set the resources that will be allocated if the profile is used.
+   */
+  public abstract void setResource(Resource r);
+
+  @Override
+  public boolean equals(Object other) {
+    if (this == other) {
+      return true;
+    }
+
+    if (other == null || !(other instanceof GetResourceProfileResponse)) {
+      return false;
+    }
+    return this.getResource()
+        .equals(((GetResourceProfileResponse) other).getResource());
+  }
+
+  @Override
+  public int hashCode() {
+    return getResource().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
new file mode 100644
index 0000000..0a93b89
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ProfileCapability.java
@@ -0,0 +1,88 @@
+/**
+ * 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 org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.util.Records;
+
+/**
+ * Class to capture capability requirements when using resource profiles. The
+ * ProfileCapability is meant to be used as part of the ResourceRequest. A
+ * profile capability has two pieces - the resource profile name and the
+ * overrides. The resource profile specifies the name of the resource profile
+ * to be used and the capability override is the overrides desired on specific
+ * resource types. For example, you could use the "minimum" profile and set the
+ * memory in the capability override to 4096M. This implies that you wish for
+ * the resources specified in the "minimum" profile but with 4096M memory. The
+ * conversion from the ProfileCapability to the Resource class with the actual
+ * resource requirements will be done by the ResourceManager, which has the
+ * actual profile to Resource mapping.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class ProfileCapability {
+
+  public static ProfileCapability newInstance(String profile,
+      Resource override) {
+    ProfileCapability obj = Records.newRecord(ProfileCapability.class);
+    obj.setProfileName(profile);
+    obj.setProfileCapabilityOverride(override);
+    return obj;
+  }
+
+  public abstract String getProfileName();
+
+  public abstract Resource getProfileCapabilityOverride();
+
+  public abstract void setProfileName(String profileName);
+
+  public abstract void setProfileCapabilityOverride(Resource r);
+
+  @Override
+  public boolean equals(Object other) {
+    if (this == other) {
+      return true;
+    }
+    if (other == null || !(other instanceof ProfileCapability)) {
+      return false;
+    }
+    return ((ProfileCapability) other).getProfileName()
+        .equals(this.getProfileName()) && ((ProfileCapability) other)
+        .getProfileCapabilityOverride()
+        .equals(this.getProfileCapabilityOverride());
+  }
+
+  @Override
+  public int hashCode() {
+    final int prime = 2153;
+    int result = 2459;
+    String name = getProfileName();
+    Resource override = getProfileCapabilityOverride();
+    result = prime * result + ((name == null) ? 0 : name.hashCode());
+    result = prime * result + ((override == null) ? 0 : override.hashCode());
+    return result;
+  }
+
+  @Override
+  public String toString() {
+    return "{ profile: " + this.getProfileName() + ", capabilityOverride: "
+        + this.getProfileCapabilityOverride() + " }";
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/applicationclient_protocol.proto
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/applicationclient_protocol.proto b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/applicationclient_protocol.proto
index ba79db0..aac6732 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/applicationclient_protocol.proto
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/applicationclient_protocol.proto
@@ -61,4 +61,6 @@ service ApplicationClientProtocolService {
   rpc updateApplicationPriority (UpdateApplicationPriorityRequestProto) returns (UpdateApplicationPriorityResponseProto);
   rpc signalToContainer(SignalContainerRequestProto) returns (SignalContainerResponseProto);
   rpc updateApplicationTimeouts (UpdateApplicationTimeoutsRequestProto) returns (UpdateApplicationTimeoutsResponseProto);
+  rpc getResourceProfiles(GetAllResourceProfilesRequestProto) returns (GetAllResourceProfilesResponseProto);
+  rpc getResourceProfile(GetResourceProfileRequestProto) returns (GetResourceProfileResponseProto);
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
index e40fd4f..49d3f67 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
@@ -81,6 +81,15 @@ message ResourceOptionProto {
   optional int32 over_commit_timeout = 2;
 }
 
+message ResourceProfileEntry {
+  required string name = 1;
+  required ResourceProto resources = 2;
+}
+
+message ResourceProfilesProto {
+  repeated ResourceProfileEntry resource_profiles_map = 1;
+}
+
 message NodeResourceMapProto {
   optional NodeIdProto node_id = 1;
   optional ResourceOptionProto resource_option = 2;
@@ -322,6 +331,11 @@ enum ExecutionTypeProto {
 ////////////////////////////////////////////////////////////////////////
 ////// From AM_RM_Protocol /////////////////////////////////////////////
 ////////////////////////////////////////////////////////////////////////
+message ProfileCapabilityProto {
+  required string profile = 1;
+  required ResourceProto profileCapabilityOverride = 2;
+}
+
 message ResourceRequestProto {
   optional PriorityProto priority = 1;
   optional string resource_name = 2;
@@ -331,6 +345,7 @@ message ResourceRequestProto {
   optional string node_label_expression = 6;
   optional ExecutionTypeRequestProto execution_type_request = 7;
   optional int64 allocation_request_id = 8 [default = 0];
+  optional ProfileCapabilityProto profile = 9;
 }
 
 message ExecutionTypeRequestProto {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_service_protos.proto
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_service_protos.proto b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_service_protos.proto
index d9230d4..ebddc4c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_service_protos.proto
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_service_protos.proto
@@ -48,6 +48,7 @@ message RegisterApplicationMasterResponseProto {
   optional string queue = 5;
   repeated NMTokenProto nm_tokens_from_previous_attempts = 6;
   repeated SchedulerResourceTypes scheduler_resource_types = 7;
+  optional ResourceProfilesProto resource_profiles = 8;
 }
 
 message FinishApplicationMasterRequestProto {
@@ -276,6 +277,21 @@ message UpdateApplicationTimeoutsResponseProto {
     repeated ApplicationUpdateTimeoutMapProto application_timeouts = 1;
 }
 
+message GetAllResourceProfilesRequestProto {
+}
+
+message GetAllResourceProfilesResponseProto {
+  required ResourceProfilesProto resource_profiles = 1;
+}
+
+message GetResourceProfileRequestProto {
+  required string profile = 1;
+}
+
+message GetResourceProfileResponseProto {
+  required ResourceProto resources = 1;
+}
+
 //////////////////////////////////////////////////////
 /////// client_NM_Protocol ///////////////////////////
 //////////////////////////////////////////////////////

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/YarnClient.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/YarnClient.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/YarnClient.java
index 0bf1643..510bf0c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/YarnClient.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/YarnClient.java
@@ -61,6 +61,7 @@ import org.apache.hadoop.yarn.api.records.QueueInfo;
 import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
 import org.apache.hadoop.yarn.api.records.ReservationDefinition;
 import org.apache.hadoop.yarn.api.records.ReservationId;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.SignalContainerCommand;
 import org.apache.hadoop.yarn.api.records.Token;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
@@ -855,4 +856,28 @@ public abstract class YarnClient extends AbstractService {
     throw new UnsupportedOperationException("The sub-class extending "
         + YarnClient.class.getName() + " is expected to implement this !");
   }
+
+  /**
+   * <p>
+   * Get the resource profiles available in the RM.
+   * </p>
+   * @return a Map of the resource profile names to their capabilities
+   * @throws YarnException if resource profiles are not enabled
+   * @throws IOException in case of other errors
+   */
+  public abstract Map<String, Resource> getResourceProfiles()
+      throws YarnException, IOException;
+
+  /**
+   * <p>
+   * Get the details of a specific resource profile from the RM.
+   * </p>
+   * @param profile the profile name
+   * @return the capabilities of the resource profile
+   * @throws YarnException if resource profiles are not enabled or the profile
+   *         cannot be found
+   * @throws IOException in case of other others
+   */
+  public abstract Resource getResourceProfile(String profile)
+      throws YarnException, IOException;
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/YarnClientImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/YarnClientImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/YarnClientImpl.java
index 50f1b490a..f08a2eb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/YarnClientImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/api/impl/YarnClientImpl.java
@@ -43,6 +43,7 @@ import org.apache.hadoop.security.UserGroupInformation;
 import org.apache.hadoop.security.token.TokenIdentifier;
 import org.apache.hadoop.yarn.api.ApplicationClientProtocol;
 import org.apache.hadoop.yarn.api.protocolrecords.FailApplicationAttemptRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -70,6 +71,7 @@ import org.apache.hadoop.yarn.api.protocolrecords.GetNewReservationResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetNodesToLabelsRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueUserAclsInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.MoveApplicationAcrossQueuesRequest;
@@ -101,6 +103,7 @@ import org.apache.hadoop.yarn.api.records.NodeState;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.QueueInfo;
 import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
+import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.SignalContainerCommand;
 import org.apache.hadoop.yarn.api.records.Token;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
@@ -926,4 +929,19 @@ public class YarnClientImpl extends YarnClient {
       throws YarnException, IOException {
     return rmClient.updateApplicationTimeouts(request);
   }
+
+  public Map<String, Resource> getResourceProfiles()
+      throws YarnException, IOException {
+    GetAllResourceProfilesRequest request =
+        GetAllResourceProfilesRequest.newInstance();
+    return rmClient.getResourceProfiles(request).getResourceProfiles();
+  }
+
+  @Override
+  public Resource getResourceProfile(String profile)
+      throws YarnException, IOException {
+    GetResourceProfileRequest request =
+        GetResourceProfileRequest.newInstance(profile);
+    return rmClient.getResourceProfile(request).getResource();
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/client/ApplicationClientProtocolPBClientImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/client/ApplicationClientProtocolPBClientImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/client/ApplicationClientProtocolPBClientImpl.java
index ad7cb29..4bad60d 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/client/ApplicationClientProtocolPBClientImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/client/ApplicationClientProtocolPBClientImpl.java
@@ -89,6 +89,10 @@ import org.apache.hadoop.yarn.api.protocolrecords.SignalContainerRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.SignalContainerResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.FailApplicationAttemptRequestPBImpl;
@@ -147,6 +151,10 @@ import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SignalContainerRequest
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SignalContainerResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SubmitApplicationRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SubmitApplicationResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceProfilesRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceProfilesResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileResponsePBImpl;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.ipc.RPCUtil;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos;
@@ -619,4 +627,32 @@ public class ApplicationClientProtocolPBClientImpl implements ApplicationClientP
       return null;
     }
   }
+
+  @Override
+  public GetAllResourceProfilesResponse getResourceProfiles(
+      GetAllResourceProfilesRequest request) throws YarnException, IOException {
+    YarnServiceProtos.GetAllResourceProfilesRequestProto requestProto =
+        ((GetAllResourceProfilesRequestPBImpl) request).getProto();
+    try {
+      return new GetAllResourceProfilesResponsePBImpl(
+          proxy.getResourceProfiles(null, requestProto));
+    } catch (ServiceException e) {
+      RPCUtil.unwrapAndThrowException(e);
+      return null;
+    }
+  }
+
+  @Override
+  public GetResourceProfileResponse getResourceProfile(
+      GetResourceProfileRequest request) throws YarnException, IOException {
+    YarnServiceProtos.GetResourceProfileRequestProto requestProto =
+        ((GetResourceProfileRequestPBImpl) request).getProto();
+    try {
+      return new GetResourceProfileResponsePBImpl(
+          proxy.getResourceProfile(null, requestProto));
+    } catch (ServiceException e) {
+      RPCUtil.unwrapAndThrowException(e);
+      return null;
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/service/ApplicationClientProtocolPBServiceImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/service/ApplicationClientProtocolPBServiceImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/service/ApplicationClientProtocolPBServiceImpl.java
index 93ce6a3..1c85030 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/service/ApplicationClientProtocolPBServiceImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/impl/pb/service/ApplicationClientProtocolPBServiceImpl.java
@@ -58,6 +58,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationPriorityRespo
 import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationTimeoutsResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.SignalContainerResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.FailApplicationAttemptRequestPBImpl;
@@ -116,6 +118,10 @@ import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.UpdateApplicationTimeo
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.UpdateApplicationTimeoutsResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SubmitApplicationRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.SubmitApplicationResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceProfilesRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceProfilesResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileResponsePBImpl;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.FailApplicationAttemptRequestProto;
@@ -169,6 +175,10 @@ import org.apache.hadoop.yarn.proto.YarnServiceProtos.UpdateApplicationTimeoutsR
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.UpdateApplicationTimeoutsResponseProto;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.SubmitApplicationRequestProto;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.SubmitApplicationResponseProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesResponseProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesRequestProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileRequestProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileResponseProto;
 
 import com.google.protobuf.RpcController;
 import com.google.protobuf.ServiceException;
@@ -631,4 +641,36 @@ public class ApplicationClientProtocolPBServiceImpl implements ApplicationClient
       throw new ServiceException(e);
     }
   }
+
+  @Override
+  public GetAllResourceProfilesResponseProto getResourceProfiles(
+      RpcController controller, GetAllResourceProfilesRequestProto proto)
+      throws ServiceException {
+    GetAllResourceProfilesRequestPBImpl req =
+        new GetAllResourceProfilesRequestPBImpl(proto);
+    try {
+      GetAllResourceProfilesResponse resp = real.getResourceProfiles(req);
+      return ((GetAllResourceProfilesResponsePBImpl) resp).getProto();
+    } catch (YarnException ye) {
+      throw new ServiceException(ye);
+    } catch (IOException ie) {
+      throw new ServiceException(ie);
+    }
+  }
+
+  @Override
+  public GetResourceProfileResponseProto getResourceProfile(
+      RpcController controller, GetResourceProfileRequestProto proto)
+      throws ServiceException {
+    GetResourceProfileRequestPBImpl req =
+        new GetResourceProfileRequestPBImpl(proto);
+    try {
+      GetResourceProfileResponse resp = real.getResourceProfile(req);
+      return ((GetResourceProfileResponsePBImpl) resp).getProto();
+    } catch (YarnException ye) {
+      throw new ServiceException(ye);
+    } catch (IOException ie) {
+      throw new ServiceException(ie);
+    }
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesRequestPBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesRequestPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesRequestPBImpl.java
new file mode 100644
index 0000000..ba06251
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesRequestPBImpl.java
@@ -0,0 +1,55 @@
+/**
+ * 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.protocolrecords.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesRequestProto;
+
+/**
+ * Protobuf implementation class for GetAllResourceProfilesRequest.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetAllResourceProfilesRequestPBImpl
+    extends GetAllResourceProfilesRequest {
+
+  private GetAllResourceProfilesRequestProto proto =
+      GetAllResourceProfilesRequestProto.getDefaultInstance();
+  private GetAllResourceProfilesRequestProto.Builder builder = null;
+
+  private boolean viaProto = false;
+
+  public GetAllResourceProfilesRequestPBImpl() {
+    builder = GetAllResourceProfilesRequestProto.newBuilder();
+  }
+
+  public GetAllResourceProfilesRequestPBImpl(
+      GetAllResourceProfilesRequestProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public GetAllResourceProfilesRequestProto getProto() {
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesResponsePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesResponsePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesResponsePBImpl.java
new file mode 100644
index 0000000..bc4a9b6
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceProfilesResponsePBImpl.java
@@ -0,0 +1,142 @@
+/**
+ * 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.protocolrecords.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.impl.pb.ResourcePBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProfilesProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProfileEntry;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesResponseProtoOrBuilder;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesResponseProto;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Protobuf implementation class for the GetAllResourceProfilesResponse.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetAllResourceProfilesResponsePBImpl
+    extends GetAllResourceProfilesResponse {
+
+  private GetAllResourceProfilesResponseProto proto =
+      GetAllResourceProfilesResponseProto.getDefaultInstance();
+  private GetAllResourceProfilesResponseProto.Builder builder = null;
+  private boolean viaProto = false;
+  private Map<String, Resource> profiles;
+
+  public GetAllResourceProfilesResponsePBImpl() {
+    builder = GetAllResourceProfilesResponseProto.newBuilder();
+  }
+
+  public GetAllResourceProfilesResponsePBImpl(
+      GetAllResourceProfilesResponseProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public GetAllResourceProfilesResponseProto getProto() {
+    mergeLocalToProto();
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = GetAllResourceProfilesResponseProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  private void mergeLocalToBuilder() {
+    if (profiles != null) {
+      addProfilesToProto();
+    }
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void addProfilesToProto() {
+    maybeInitBuilder();
+    builder.clearResourceProfiles();
+    if (profiles == null) {
+      return;
+    }
+    ResourceProfilesProto.Builder profilesBuilder =
+        ResourceProfilesProto.newBuilder();
+    for (Map.Entry<String, Resource> entry : profiles.entrySet()) {
+      ResourceProfileEntry.Builder profileEntry =
+          ResourceProfileEntry.newBuilder();
+      profileEntry.setName(entry.getKey());
+      profileEntry.setResources(convertToProtoFormat(entry.getValue()));
+      profilesBuilder.addResourceProfilesMap(profileEntry);
+    }
+    builder.setResourceProfiles(profilesBuilder.build());
+  }
+
+  public void setResourceProfiles(Map<String, Resource> resourceProfiles) {
+    initResourceProfiles();
+    profiles.clear();
+    profiles.putAll(resourceProfiles);
+  }
+
+  public Map<String, Resource> getResourceProfiles() {
+    initResourceProfiles();
+    return profiles;
+  }
+
+  private void initResourceProfiles() {
+    if (profiles != null) {
+      return;
+    }
+    profiles = new HashMap<>();
+    GetAllResourceProfilesResponseProtoOrBuilder p = viaProto ? proto : builder;
+    List<ResourceProfileEntry> profilesList =
+        p.getResourceProfiles().getResourceProfilesMapList();
+    for (ResourceProfileEntry entry : profilesList) {
+      profiles.put(entry.getName(), new ResourcePBImpl(entry.getResources()));
+    }
+  }
+
+  private ResourceProto convertToProtoFormat(Resource res) {
+    ResourcePBImpl r = new ResourcePBImpl();
+    r.setMemorySize(res.getMemorySize());
+    r.setVirtualCores(res.getVirtualCores());
+    return r.getProto();
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileRequestPBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileRequestPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileRequestPBImpl.java
new file mode 100644
index 0000000..926680b
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileRequestPBImpl.java
@@ -0,0 +1,101 @@
+/**
+ * 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.protocolrecords.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileRequestProtoOrBuilder;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileRequestProto;
+
+/**
+ * Protobuf implementation for the GetResourceProfileRequest class.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetResourceProfileRequestPBImpl extends GetResourceProfileRequest {
+
+  private GetResourceProfileRequestProto proto =
+      GetResourceProfileRequestProto.getDefaultInstance();
+  private GetResourceProfileRequestProto.Builder builder = null;
+  private boolean viaProto = false;
+
+  private String profile;
+
+  public GetResourceProfileRequestPBImpl() {
+    builder = GetResourceProfileRequestProto.newBuilder();
+  }
+
+  public GetResourceProfileRequestPBImpl(GetResourceProfileRequestProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public GetResourceProfileRequestProto getProto() {
+    mergeLocalToProto();
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  @Override
+  public void setProfileName(String profileName) {
+    this.profile = profileName;
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void mergeLocalToBuilder() {
+    if (profile != null) {
+      builder.setProfile(profile);
+    }
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = GetResourceProfileRequestProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  @Override
+  public String getProfileName() {
+    if (this.profile != null) {
+      return profile;
+    }
+    GetResourceProfileRequestProtoOrBuilder protoOrBuilder =
+        viaProto ? proto : builder;
+    if (protoOrBuilder.hasProfile()) {
+      profile = protoOrBuilder.getProfile();
+    }
+    return profile;
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileResponsePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileResponsePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileResponsePBImpl.java
new file mode 100644
index 0000000..b82eaac
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetResourceProfileResponsePBImpl.java
@@ -0,0 +1,112 @@
+/**
+ * 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.protocolrecords.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.impl.pb.ResourcePBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileResponseProtoOrBuilder;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileResponseProto;
+import org.apache.hadoop.yarn.util.resource.Resources;
+
+/**
+ * Protobuf implementation for the GetResourceProfileResponse class.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetResourceProfileResponsePBImpl
+    extends GetResourceProfileResponse {
+
+  private GetResourceProfileResponseProto proto =
+      GetResourceProfileResponseProto.getDefaultInstance();
+  private GetResourceProfileResponseProto.Builder builder = null;
+  private boolean viaProto = false;
+
+  private Resource resource;
+
+  public GetResourceProfileResponsePBImpl() {
+    builder = GetResourceProfileResponseProto.newBuilder();
+  }
+
+  public GetResourceProfileResponsePBImpl(
+      GetResourceProfileResponseProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public Resource getResource() {
+    if (resource != null) {
+      return resource;
+    }
+    GetResourceProfileResponseProtoOrBuilder p = viaProto ? proto : builder;
+    if (p.hasResources()) {
+      resource = Resource.newInstance(p.getResources().getMemory(),
+          p.getResources().getVirtualCores());
+    }
+    return resource;
+  }
+
+  public void setResource(Resource r) {
+    resource = Resources.clone(r);
+  }
+
+  public GetResourceProfileResponseProto getProto() {
+    mergeLocalToProto();
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void mergeLocalToBuilder() {
+    if (resource != null) {
+      builder.setResources(convertToProtoFormat(resource));
+    }
+  }
+
+  private ResourceProto convertToProtoFormat(Resource res) {
+    ResourcePBImpl r = new ResourcePBImpl();
+    r.setMemorySize(res.getMemorySize());
+    r.setVirtualCores(res.getVirtualCores());
+    return r.getProto();
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = GetResourceProfileResponseProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProfileCapabilityPBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProfileCapabilityPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProfileCapabilityPBImpl.java
new file mode 100644
index 0000000..d6d5643
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProfileCapabilityPBImpl.java
@@ -0,0 +1,134 @@
+/**
+ * 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.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.proto.YarnProtos;
+import org.apache.hadoop.yarn.proto.YarnProtos.ProfileCapabilityProtoOrBuilder;
+import org.apache.hadoop.yarn.proto.YarnProtos.ProfileCapabilityProto;
+import org.apache.hadoop.yarn.util.resource.Resources;
+
+/**
+ * Protobuf implementation for the ProfileCapability class.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class ProfileCapabilityPBImpl extends ProfileCapability {
+
+  private ProfileCapabilityProto proto =
+      ProfileCapabilityProto.getDefaultInstance();
+  private ProfileCapabilityProto.Builder builder;
+
+  private boolean viaProto;
+
+  private String profile;
+  private Resource profileCapabilityOverride;
+
+  public ProfileCapabilityPBImpl() {
+    builder = ProfileCapabilityProto.newBuilder();
+  }
+
+  public ProfileCapabilityPBImpl(ProfileCapabilityProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  @Override
+  public String getProfileName() {
+    if (profile != null) {
+      return profile;
+    }
+    ProfileCapabilityProtoOrBuilder p = viaProto ? proto : builder;
+    if (p.hasProfile()) {
+      profile = p.getProfile();
+    }
+    return profile;
+  }
+
+  @Override
+  public Resource getProfileCapabilityOverride() {
+    if (profileCapabilityOverride != null) {
+      return profileCapabilityOverride;
+    }
+    ProfileCapabilityProtoOrBuilder p = viaProto ? proto : builder;
+    if (p.hasProfileCapabilityOverride()) {
+      profileCapabilityOverride =
+          Resources.clone(new ResourcePBImpl(p.getProfileCapabilityOverride()));
+    }
+    return profileCapabilityOverride;
+  }
+
+  @Override
+  public void setProfileName(String profileName) {
+    this.profile = profileName;
+  }
+
+  @Override
+  public void setProfileCapabilityOverride(Resource r) {
+    this.profileCapabilityOverride = r;
+  }
+
+  public ProfileCapabilityProto getProto() {
+    mergeLocalToProto();
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void mergeLocalToBuilder() {
+    if (profile != null) {
+      builder.setProfile(profile);
+    }
+    if (profileCapabilityOverride != null) {
+      builder.setProfileCapabilityOverride(
+          convertToProtoFormat(profileCapabilityOverride));
+    }
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = ProfileCapabilityProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  private YarnProtos.ResourceProto convertToProtoFormat(Resource res) {
+    ResourcePBImpl r = new ResourcePBImpl();
+    r.setMemorySize(res.getMemorySize());
+    r.setVirtualCores(res.getVirtualCores());
+    return r.getProto();
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
index dc57092..0cf4bbb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
@@ -39,6 +39,7 @@ import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenR
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.CancelDelegationTokenResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.FinishApplicationMasterRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.FinishApplicationMasterResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceProfilesResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetApplicationAttemptReportRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetApplicationAttemptReportResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetApplicationAttemptsRequestPBImpl;
@@ -71,6 +72,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetQueueInfoRequestPBI
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetQueueInfoResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetQueueUserAclsInfoRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetQueueUserAclsInfoResponsePBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetResourceProfileResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.KillApplicationRequestPBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.KillApplicationResponsePBImpl;
 import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.MoveApplicationAcrossQueuesRequestPBImpl;
@@ -123,6 +126,7 @@ import org.apache.hadoop.yarn.api.records.PreemptionContract;
 import org.apache.hadoop.yarn.api.records.PreemptionMessage;
 import org.apache.hadoop.yarn.api.records.PreemptionResourceRequest;
 import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.ProfileCapability;
 import org.apache.hadoop.yarn.api.records.QueueInfo;
 import org.apache.hadoop.yarn.api.records.QueueState;
 import org.apache.hadoop.yarn.api.records.QueueStatistics;
@@ -170,6 +174,7 @@ import org.apache.hadoop.yarn.api.records.impl.pb.PreemptionContractPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.PreemptionMessagePBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.PreemptionResourceRequestPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.PriorityPBImpl;
+import org.apache.hadoop.yarn.api.records.impl.pb.ProfileCapabilityPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.QueueInfoPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.QueueUserACLInfoPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.ResourceBlacklistRequestPBImpl;
@@ -297,6 +302,10 @@ import org.apache.hadoop.yarn.proto.YarnServiceProtos.StopContainersRequestProto
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.StopContainersResponseProto;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.SubmitApplicationRequestProto;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.SubmitApplicationResponseProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceProfilesResponseProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileRequestProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetResourceProfileResponseProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ProfileCapabilityProto;
 import org.apache.hadoop.yarn.server.api.protocolrecords.impl.pb.AddToClusterNodeLabelsRequestPBImpl;
 import org.apache.hadoop.yarn.server.api.protocolrecords.impl.pb.AddToClusterNodeLabelsResponsePBImpl;
 import org.apache.hadoop.yarn.server.api.protocolrecords.impl.pb.CheckForDecommissioningNodesRequestPBImpl;
@@ -357,6 +366,7 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
     generateByNewInstance(NodeReport.class);
     generateByNewInstance(Token.class);
     generateByNewInstance(NMToken.class);
+    generateByNewInstance(ProfileCapability.class);
     generateByNewInstance(ResourceRequest.class);
     generateByNewInstance(ApplicationAttemptReport.class);
     generateByNewInstance(ApplicationResourceUsageReport.class);
@@ -1147,4 +1157,28 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
     validatePBImplRecord(ExecutionTypeRequestPBImpl.class,
         ExecutionTypeRequestProto.class);
   }
+
+  @Test
+  public void testGetAllResourceProfilesResponsePBImpl() throws Exception {
+    validatePBImplRecord(GetAllResourceProfilesResponsePBImpl.class,
+        GetAllResourceProfilesResponseProto.class);
+  }
+
+  @Test
+  public void testGetResourceProfileRequestPBImpl() throws Exception {
+    validatePBImplRecord(GetResourceProfileRequestPBImpl.class,
+        GetResourceProfileRequestProto.class);
+  }
+
+  @Test
+  public void testGetResourceProfileResponsePBImpl() throws Exception {
+    validatePBImplRecord(GetResourceProfileResponsePBImpl.class,
+        GetResourceProfileResponseProto.class);
+  }
+
+  @Test
+  public void testProfileCapabilityPBImpl() throws Exception {
+    validatePBImplRecord(ProfileCapabilityPBImpl.class,
+        ProfileCapabilityProto.class);
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/amrmproxy/MockResourceManagerFacade.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/amrmproxy/MockResourceManagerFacade.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/amrmproxy/MockResourceManagerFacade.java
index c69313f..c533f36 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/amrmproxy/MockResourceManagerFacade.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/amrmproxy/MockResourceManagerFacade.java
@@ -37,6 +37,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.FailApplicationAttemptRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.FailApplicationAttemptResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.FinishApplicationMasterRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.FinishApplicationMasterResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -69,6 +71,8 @@ import org.apache.hadoop.yarn.api.protocolrecords.GetQueueInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueUserAclsInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetQueueUserAclsInfoResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.MoveApplicationAcrossQueuesRequest;
@@ -506,4 +510,16 @@ return null;
       throws YarnException, IOException {
     throw new NotImplementedException();
   }
+
+  @Override
+  public GetAllResourceProfilesResponse getResourceProfiles(
+      GetAllResourceProfilesRequest request) throws YarnException, IOException {
+    return null;
+  }
+
+  @Override
+  public GetResourceProfileResponse getResourceProfile(
+      GetResourceProfileRequest request) throws YarnException, IOException {
+    return null;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java
index 1bc40c4..77be8da 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java
@@ -110,6 +110,10 @@ import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationPriorityReque
 import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationPriorityResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationTimeoutsRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.UpdateApplicationTimeoutsResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceProfilesResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetResourceProfileResponse;
 import org.apache.hadoop.yarn.api.records.ApplicationAccessType;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptReport;
@@ -143,6 +147,7 @@ import org.apache.hadoop.yarn.ipc.YarnRPC;
 import org.apache.hadoop.yarn.security.client.RMDelegationTokenIdentifier;
 import org.apache.hadoop.yarn.server.resourcemanager.RMAuditLogger.AuditConstants;
 import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.RMNodeLabelsManager;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.Plan;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.ReservationAllocation;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.ReservationInputValidator;
@@ -211,6 +216,8 @@ public class ClientRMService extends AbstractService implements
   private static final EnumSet<RMAppState> ACTIVE_APP_STATES = EnumSet.of(
       RMAppState.ACCEPTED, RMAppState.RUNNING);
 
+  private ResourceProfilesManager resourceProfilesManager;
+
   public ClientRMService(RMContext rmContext, YarnScheduler scheduler,
       RMAppManager rmAppManager, ApplicationACLsManager applicationACLsManager,
       QueueACLsManager queueACLsManager,
@@ -233,6 +240,7 @@ public class ClientRMService extends AbstractService implements
     this.reservationSystem = rmContext.getReservationSystem();
     this.clock = clock;
     this.rValidator = new ReservationInputValidator(clock);
+    resourceProfilesManager = rmContext.getResourceProfilesManager();
   }
 
   @Override
@@ -1791,4 +1799,37 @@ public class ClientRMService extends AbstractService implements
     return application;
   }
 
+  @Override
+  public GetAllResourceProfilesResponse getResourceProfiles(
+      GetAllResourceProfilesRequest request) throws YarnException, IOException {
+    GetAllResourceProfilesResponse response =
+        GetAllResourceProfilesResponse.newInstance();
+    response.setResourceProfiles(getResourceProfiles());
+    return response;
+  }
+
+  @Override
+  public GetResourceProfileResponse getResourceProfile(
+      GetResourceProfileRequest request) throws YarnException, IOException {
+    Map<String, Resource> profiles = getResourceProfiles();
+    if (!profiles.containsKey(request.getProfileName())) {
+      throw new YarnException(
+          "Resource profile '" + request.getProfileName() + "' not found");
+    }
+    GetResourceProfileResponse response =
+        GetResourceProfileResponse.newInstance();
+    response.setResource(
+        resourceProfilesManager.getProfile(request.getProfileName()));
+    return response;
+  }
+
+  private Map<String, Resource> getResourceProfiles() throws YarnException {
+    boolean resourceProfilesEnabled = getConfig()
+        .getBoolean(YarnConfiguration.RM_RESOURCE_PROFILES_ENABLED,
+            YarnConfiguration.DEFAULT_RM_RESOURCE_PROFILES_ENABLED);
+    if (!resourceProfilesEnabled) {
+      throw new YarnException("Resource profiles are not enabled");
+    }
+    return resourceProfilesManager.getResourceProfiles();
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContext.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContext.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContext.java
index 26ef5ac..0ce4ff7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContext.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContext.java
@@ -34,6 +34,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.RMDelegatedNodeL
 import org.apache.hadoop.yarn.server.resourcemanager.placement.PlacementManager;
 import org.apache.hadoop.yarn.server.resourcemanager.recovery.RMStateStore;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.ReservationSystem;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.AMLivelinessMonitor;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.monitor.RMAppLifetimeMonitor;
@@ -156,4 +157,8 @@ public interface RMContext {
   RMAppLifetimeMonitor getRMAppLifetimeMonitor();
 
   String getHAZookeeperConnectionState();
+
+  ResourceProfilesManager getResourceProfilesManager();
+
+  void setResourceProfilesManager(ResourceProfilesManager mgr);
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContextImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContextImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContextImpl.java
index a452f95..aff046e 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContextImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMContextImpl.java
@@ -38,6 +38,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.RMDelegatedNodeL
 import org.apache.hadoop.yarn.server.resourcemanager.placement.PlacementManager;
 import org.apache.hadoop.yarn.server.resourcemanager.recovery.RMStateStore;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.ReservationSystem;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.AMLivelinessMonitor;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.monitor.RMAppLifetimeMonitor;
@@ -82,11 +83,14 @@ public class RMContextImpl implements RMContext {
 
   private final Object haServiceStateLock = new Object();
 
+  private ResourceProfilesManager resourceProfilesManager;
+
   /**
    * Default constructor. To be used in conjunction with setter methods for
    * individual fields.
    */
   public RMContextImpl() {
+
   }
 
   @VisibleForTesting
@@ -514,6 +518,7 @@ public class RMContextImpl implements RMContext {
     return this.activeServiceContext.getRMAppLifetimeMonitor();
   }
 
+  @Override
   public String getHAZookeeperConnectionState() {
     if (elector == null) {
       return "Could not find leader elector. Verify both HA and automatic " +
@@ -522,4 +527,14 @@ public class RMContextImpl implements RMContext {
       return elector.getZookeeperConnectionState();
     }
   }
+
+  @Override
+  public ResourceProfilesManager getResourceProfilesManager() {
+    return this.resourceProfilesManager;
+  }
+
+  @Override
+  public void setResourceProfilesManager(ResourceProfilesManager mgr) {
+    this.resourceProfilesManager = mgr;
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/0a30b9c4/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceManager.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceManager.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceManager.java
index 110f2c8..fc81403 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceManager.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ResourceManager.java
@@ -82,6 +82,8 @@ import org.apache.hadoop.yarn.server.resourcemanager.recovery.RMStateStoreFactor
 import org.apache.hadoop.yarn.server.resourcemanager.recovery.Recoverable;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.AbstractReservationSystem;
 import org.apache.hadoop.yarn.server.resourcemanager.reservation.ReservationSystem;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManager;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceProfilesManagerImpl;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMAppEvent;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMAppEventType;
@@ -232,6 +234,12 @@ public class ResourceManager extends CompositeService implements Recoverable {
   protected void serviceInit(Configuration conf) throws Exception {
     this.conf = conf;
     this.rmContext = new RMContextImpl();
+
+    // add resource profiles here because it's used by AbstractYarnScheduler
+    ResourceProfilesManager resourceProfilesManager =
+        new ResourceProfilesManagerImpl();
+    resourceProfilesManager.init(conf);
+    rmContext.setResourceProfilesManager(resourceProfilesManager);
     
     this.configurationProvider =
         ConfigurationProviderFactory.getConfigurationProvider(conf);


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[06/13] hadoop git commit: YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)

Posted by as...@apache.org.
YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/3d322313
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/3d322313
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/3d322313

Branch: refs/heads/YARN-5501
Commit: 3d32231324b67ac2035a6a38371c3f9d4c4c28e6
Parents: ef34bf2
Author: Wangda Tan <wa...@apache.org>
Authored: Thu Sep 10 09:43:26 2015 -0700
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../src/main/resources/META-INF/LICENSE.txt     | 1661 ++++++++++++++++++
 .../src/main/resources/META-INF/NOTICE.txt      |  283 +++
 .../yarn/api/protocolrecords/ResourceTypes.java |   27 +
 .../hadoop/yarn/api/records/Resource.java       |  204 ++-
 .../yarn/api/records/ResourceInformation.java   |  218 +++
 .../exceptions/ResourceNotFoundException.java   |   45 +
 .../hadoop/yarn/util/UnitsConversionUtil.java   |  197 +++
 .../src/main/proto/yarn_protos.proto            |   12 +
 .../yarn/conf/TestResourceInformation.java      |   70 +
 .../yarn/util/TestUnitsConversionUtil.java      |  120 ++
 .../yarn/api/records/impl/pb/ProtoUtils.java    |   13 +
 .../api/records/impl/pb/ResourcePBImpl.java     |  197 ++-
 .../hadoop/yarn/util/resource/Resources.java    |  136 +-
 .../hadoop/yarn/api/TestPBImplRecords.java      |    3 +
 14 files changed, 3097 insertions(+), 89 deletions(-)
----------------------------------------------------------------------



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[04/13] hadoop git commit: YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)

Posted by as...@apache.org.
http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt
----------------------------------------------------------------------
diff --git a/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt b/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt
new file mode 100644
index 0000000..63fbc9d
--- /dev/null
+++ b/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt
@@ -0,0 +1,283 @@
+This product includes software developed by The Apache Software
+Foundation (http://www.apache.org/).
+
+The binary distribution of this product bundles binaries of
+org.iq80.leveldb:leveldb-api (https://github.com/dain/leveldb), which has the
+following notices:
+* Copyright 2011 Dain Sundstrom <da...@iq80.com>
+* Copyright 2011 FuseSource Corp. http://fusesource.com
+
+The binary distribution of this product bundles binaries of
+org.fusesource.hawtjni:hawtjni-runtime (https://github.com/fusesource/hawtjni),
+which has the following notices:
+* This product includes software developed by FuseSource Corp.
+  http://fusesource.com
+* This product includes software developed at
+  Progress Software Corporation and/or its  subsidiaries or affiliates.
+* This product includes software developed by IBM Corporation and others.
+
+The binary distribution of this product bundles binaries of
+AWS Java SDK 1.10.6,
+which has the following notices:
+ * This software includes third party software subject to the following
+ copyrights: - XML parsing and utility functions from JetS3t - Copyright
+ 2006-2009 James Murty. - JSON parsing and utility functions from JSON.org -
+ Copyright 2002 JSON.org. - PKCS#1 PEM encoded private key parsing and utility
+ functions from oauth.googlecode.com - Copyright 1998-2010 AOL Inc.
+
+The binary distribution of this product bundles binaries of
+Gson 2.2.4,
+which has the following notices:
+
+                            The Netty Project
+                            =================
+
+Please visit the Netty web site for more information:
+
+  * http://netty.io/
+
+Copyright 2014 The Netty Project
+
+The Netty Project 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.
+
+Also, please refer to each LICENSE.<component>.txt file, which is located in
+the 'license' directory of the distribution file, for the license terms of the
+components that this product depends on.
+
+-------------------------------------------------------------------------------
+This product contains the extensions to Java Collections Framework which has
+been derived from the works by JSR-166 EG, Doug Lea, and Jason T. Greene:
+
+  * LICENSE:
+    * license/LICENSE.jsr166y.txt (Public Domain)
+  * HOMEPAGE:
+    * http://gee.cs.oswego.edu/cgi-bin/viewcvs.cgi/jsr166/
+    * http://viewvc.jboss.org/cgi-bin/viewvc.cgi/jbosscache/experimental/jsr166/
+
+This product contains a modified version of Robert Harder's Public Domain
+Base64 Encoder and Decoder, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.base64.txt (Public Domain)
+  * HOMEPAGE:
+    * http://iharder.sourceforge.net/current/java/base64/
+
+This product contains a modified portion of 'Webbit', an event based
+WebSocket and HTTP server, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.webbit.txt (BSD License)
+  * HOMEPAGE:
+    * https://github.com/joewalnes/webbit
+
+This product contains a modified portion of 'SLF4J', a simple logging
+facade for Java, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.slf4j.txt (MIT License)
+  * HOMEPAGE:
+    * http://www.slf4j.org/
+
+This product contains a modified portion of 'ArrayDeque', written by Josh
+Bloch of Google, Inc:
+
+  * LICENSE:
+    * license/LICENSE.deque.txt (Public Domain)
+
+This product contains a modified portion of 'Apache Harmony', an open source
+Java SE, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.harmony.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://archive.apache.org/dist/harmony/
+
+This product contains a modified version of Roland Kuhn's ASL2
+AbstractNodeQueue, which is based on Dmitriy Vyukov's non-intrusive MPSC queue.
+It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.abstractnodequeue.txt (Public Domain)
+  * HOMEPAGE:
+    * https://github.com/akka/akka/blob/wip-2.2.3-for-scala-2.11/akka-actor/src/main/java/akka/dispatch/AbstractNodeQueue.java
+
+This product contains a modified portion of 'jbzip2', a Java bzip2 compression
+and decompression library written by Matthew J. Francis. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.jbzip2.txt (MIT License)
+  * HOMEPAGE:
+    * https://code.google.com/p/jbzip2/
+
+This product contains a modified portion of 'libdivsufsort', a C API library to construct
+the suffix array and the Burrows-Wheeler transformed string for any input string of
+a constant-size alphabet written by Yuta Mori. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.libdivsufsort.txt (MIT License)
+  * HOMEPAGE:
+    * https://code.google.com/p/libdivsufsort/
+
+This product contains a modified portion of Nitsan Wakart's 'JCTools', Java Concurrency Tools for the JVM,
+ which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.jctools.txt (ASL2 License)
+  * HOMEPAGE:
+    * https://github.com/JCTools/JCTools
+
+This product optionally depends on 'JZlib', a re-implementation of zlib in
+pure Java, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.jzlib.txt (BSD style License)
+  * HOMEPAGE:
+    * http://www.jcraft.com/jzlib/
+
+This product optionally depends on 'Compress-LZF', a Java library for encoding and
+decoding data in LZF format, written by Tatu Saloranta. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.compress-lzf.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/ning/compress
+
+This product optionally depends on 'lz4', a LZ4 Java compression
+and decompression library written by Adrien Grand. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.lz4.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/jpountz/lz4-java
+
+This product optionally depends on 'lzma-java', a LZMA Java compression
+and decompression library, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.lzma-java.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/jponge/lzma-java
+
+This product contains a modified portion of 'jfastlz', a Java port of FastLZ compression
+and decompression library written by William Kinney. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.jfastlz.txt (MIT License)
+  * HOMEPAGE:
+    * https://code.google.com/p/jfastlz/
+
+This product contains a modified portion of and optionally depends on 'Protocol Buffers', Google's data
+interchange format, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.protobuf.txt (New BSD License)
+  * HOMEPAGE:
+    * http://code.google.com/p/protobuf/
+
+This product optionally depends on 'Bouncy Castle Crypto APIs' to generate
+a temporary self-signed X.509 certificate when the JVM does not provide the
+equivalent functionality.  It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.bouncycastle.txt (MIT License)
+  * HOMEPAGE:
+    * http://www.bouncycastle.org/
+
+This product optionally depends on 'Snappy', a compression library produced
+by Google Inc, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.snappy.txt (New BSD License)
+  * HOMEPAGE:
+    * http://code.google.com/p/snappy/
+
+This product optionally depends on 'JBoss Marshalling', an alternative Java
+serialization API, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.jboss-marshalling.txt (GNU LGPL 2.1)
+  * HOMEPAGE:
+    * http://www.jboss.org/jbossmarshalling
+
+This product optionally depends on 'Caliper', Google's micro-
+benchmarking framework, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.caliper.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://code.google.com/p/caliper/
+
+This product optionally depends on 'Apache Commons Logging', a logging
+framework, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.commons-logging.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://commons.apache.org/logging/
+
+This product optionally depends on 'Apache Log4J', a logging framework, which
+can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.log4j.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://logging.apache.org/log4j/
+
+This product optionally depends on 'Aalto XML', an ultra-high performance
+non-blocking XML processor, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.aalto-xml.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://wiki.fasterxml.com/AaltoHome
+
+This product contains a modified version of 'HPACK', a Java implementation of
+the HTTP/2 HPACK algorithm written by Twitter. It can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.hpack.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/twitter/hpack
+
+This product contains a modified portion of 'Apache Commons Lang', a Java library
+provides utilities for the java.lang API, which can be obtained at:
+
+  * LICENSE:
+    * license/LICENSE.commons-lang.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://commons.apache.org/proper/commons-lang/
+
+The binary distribution of this product bundles binaries of
+Commons Codec 1.4,
+which has the following notices:
+ * src/test/org/apache/commons/codec/language/DoubleMetaphoneTest.javacontains test data from http://aspell.net/test/orig/batch0.tab.Copyright (C) 2002 Kevin Atkinson (kevina@gnu.org)
+  ===============================================================================
+  The content of package org.apache.commons.codec.language.bm has been translated
+  from the original php source code available at http://stevemorse.org/phoneticinfo.htm
+  with permission from the original authors.
+  Original source copyright:Copyright (c) 2008 Alexander Beider & Stephen P. Morse.
+
+The binary distribution of this product bundles binaries of
+Commons Lang 2.6,
+which has the following notices:
+ * This product includes software from the Spring Framework,under the Apache License 2.0 (see: StringUtils.containsWhitespace())
+
+The binary distribution of this product bundles binaries of
+Apache Log4j 1.2.17,
+which has the following notices:
+ * ResolverUtil.java
+    Copyright 2005-2006 Tim Fennell
+  Dumbster SMTP test server
+    Copyright 2004 Jason Paul Kitchen
+  TypeUtil.java
+    Copyright 2002-2012 Ramnivas Laddad, Juergen Hoeller, Chris Beams
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/ResourceTypes.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/ResourceTypes.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/ResourceTypes.java
new file mode 100644
index 0000000..dbd9c37
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/ResourceTypes.java
@@ -0,0 +1,27 @@
+/**
+ * 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.protocolrecords;
+
+/**
+ * Enum which represents the resource type. Currently, the only type allowed is
+ * COUNTABLE.
+ */
+public enum ResourceTypes {
+  COUNTABLE
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
index 0d31b6f..bbf61aa 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
@@ -23,8 +23,11 @@ import org.apache.hadoop.classification.InterfaceAudience.Public;
 import org.apache.hadoop.classification.InterfaceStability.Evolving;
 import org.apache.hadoop.classification.InterfaceStability.Stable;
 import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
+import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
+import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.Records;
 
+import java.util.Map;
 
 /**
  * <p><code>Resource</code> models a set of computer resources in the 
@@ -39,10 +42,10 @@ import org.apache.hadoop.yarn.util.Records;
  * the average number of threads it expects to have runnable at a time.</p>
  * 
  * <p>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.</p>
- * 
+ * 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.</p>
+ *
  * <p>Typically, applications request <code>Resource</code> of suitable
  * capability to run their component tasks.</p>
  * 
@@ -71,19 +74,40 @@ public abstract class Resource implements Comparable<Resource> {
     return resource;
   }
 
+  @Public
+  @Stable
+  public static Resource newInstance(
+      Map<String, ResourceInformation> resources) {
+    Resource resource = Records.newRecord(Resource.class);
+    resource.setResources(resources);
+    return resource;
+  }
+
   /**
    * This method is DEPRECATED:
    * Use {@link Resource#getMemorySize()} instead
    *
-   * Get <em>memory</em> of the resource.
-   * @return <em>memory</em> of the resource
+   * Get <em>memory</em> 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 <em>memory</em>(in MB) of the resource
    */
   @Public
   @Deprecated
   public abstract int getMemory();
 
   /**
-   * Get <em>memory</em> of the resource.
+   * Get <em>memory</em> 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 <em>memory</em> of the resource
    */
   @Public
@@ -94,8 +118,14 @@ public abstract class Resource implements Comparable<Resource> {
   }
 
   /**
-   * Set <em>memory</em> of the resource.
-   * @param memory <em>memory</em> of the resource
+   * Set <em>memory</em> 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 <em>memory</em>(in MB) of the resource
    */
   @Public
   @Deprecated
@@ -117,10 +147,11 @@ public abstract class Resource implements Comparable<Resource> {
    * Get <em>number of virtual cpu cores</em> 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.
-   *   
+   * 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 <em>num of virtual cpu cores</em> of the resource
    */
   @Public
@@ -131,16 +162,84 @@ public abstract class Resource implements Comparable<Resource> {
    * Set <em>number of virtual cpu cores</em> 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.
-   *    
+   * 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 <em>number of virtual cpu cores</em> of the resource
    */
   @Public
   @Evolving
   public abstract void setVirtualCores(int vCores);
 
+  /**
+   * Get ResourceInformation for all resources.
+   *
+   * @return Map of resource name to ResourceInformation
+   */
+  @Public
+  @Evolving
+  public abstract Map<String, ResourceInformation> getResources();
+
+  /**
+   * Get ResourceInformation for a specified resource.
+   *
+   * @param resource name of the resource
+   * @return the ResourceInformation object for the resource
+   * @throws YarnException if the resource can't be found
+   */
+  @Public
+  @Evolving
+  public abstract ResourceInformation getResourceInformation(String resource)
+      throws YarnException;
+
+  /**
+   * 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
+   * @throws YarnException if the resource can't be found
+   */
+  @Public
+  @Evolving
+  public abstract Long getResourceValue(String resource) throws YarnException;
+
+  /**
+   * Set the resources to the map specified.
+   *
+   * @param resources Desired resources
+   */
+  @Public
+  @Evolving
+  public abstract void setResources(Map<String, ResourceInformation> resources);
+
+  /**
+   * Set the ResourceInformation object for a particular resource.
+   *
+   * @param resource the resource for which the ResourceInformation is provided
+   * @param resourceInformation ResourceInformation object
+   * @throws ResourceNotFoundException if the resource is not found
+   */
+  @Public
+  @Evolving
+  public abstract void setResourceInformation(String resource,
+      ResourceInformation resourceInformation) throws ResourceNotFoundException;
+
+  /**
+   * 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
+   * @throws ResourceNotFoundException if the resource is not found
+   */
+  @Public
+  @Evolving
+  public abstract void setResourceValue(String resource, Long value)
+      throws ResourceNotFoundException;
+
   @Override
   public int hashCode() {
     final int prime = 263167;
@@ -148,27 +247,84 @@ public abstract class Resource implements Comparable<Resource> {
     int result = (int) (939769357
         + getMemorySize()); // prime * result = 939769357 initially
     result = prime * result + getVirtualCores();
+    for (Map.Entry<String, ResourceInformation> entry : getResources()
+        .entrySet()) {
+      if (entry.getKey().equals(ResourceInformation.MEMORY.getName()) || entry
+          .getKey().equals(ResourceInformation.VCORES.getName())) {
+        continue;
+      }
+      result = prime * result + entry.getValue().hashCode();
+    }
     return result;
   }
 
   @Override
   public boolean equals(Object obj) {
-    if (this == obj)
+    if (this == obj) {
       return true;
-    if (obj == null)
+    }
+    if (obj == null) {
       return false;
-    if (!(obj instanceof Resource))
+    }
+    if (!(obj instanceof Resource)) {
       return false;
+    }
     Resource other = (Resource) obj;
-    if (getMemorySize() != other.getMemorySize() ||
-        getVirtualCores() != other.getVirtualCores()) {
+    if (getMemorySize() != other.getMemorySize() || getVirtualCores() != other
+        .getVirtualCores()) {
       return false;
     }
-    return true;
+    return this.getResources().equals(other.getResources());
   }
 
   @Override
   public String toString() {
-    return "<memory:" + getMemorySize() + ", vCores:" + getVirtualCores() + ">";
+    StringBuilder sb = new StringBuilder();
+    sb.append("<memory:").append(getMemorySize()).append(", vCores:")
+        .append(getVirtualCores());
+    for (Map.Entry<String, ResourceInformation> entry : getResources()
+        .entrySet()) {
+      if (entry.getKey().equals(ResourceInformation.MEMORY.getName())
+          && entry.getValue().getUnits()
+          .equals(ResourceInformation.MEMORY_MB.getUnits())) {
+        continue;
+      }
+      if (entry.getKey().equals(ResourceInformation.VCORES.getName())
+          && entry.getValue().getUnits().equals("")) {
+        continue;
+      }
+      sb.append(", ").append(entry.getKey()).append(": ")
+          .append(entry.getValue().getValue())
+          .append(entry.getValue().getUnits());
+    }
+    sb.append(">");
+    return sb.toString();
+  }
+
+  @Override
+  public int compareTo(Resource other) {
+    Map<String, ResourceInformation> thisResources, otherResources;
+    thisResources = this.getResources();
+    otherResources = other.getResources();
+    long diff = thisResources.size() - otherResources.size();
+    if (diff == 0) {
+      if (thisResources.keySet().equals(otherResources.keySet())) {
+        diff = this.getMemorySize() - other.getMemorySize();
+        if (diff == 0) {
+          diff = this.getVirtualCores() - other.getVirtualCores();
+        }
+        if (diff == 0) {
+          for (Map.Entry<String, ResourceInformation> entry : thisResources
+              .entrySet()) {
+            diff =
+                entry.getValue().compareTo(otherResources.get(entry.getKey()));
+            if (diff != 0) {
+              break;
+            }
+          }
+        }
+      }
+    }
+    return Long.compare(diff, 0);
   }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
new file mode 100644
index 0000000..4e780c1
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceInformation.java
@@ -0,0 +1,218 @@
+/**
+ * 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 org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.util.UnitsConversionUtil;
+
+/**
+ * Class to encapsulate information about a Resource - the name of the resource,
+ * the units(milli, micro, etc), the type(countable), and the value.
+ */
+public class ResourceInformation implements Comparable<ResourceInformation> {
+
+  private String name;
+  private String units;
+  private ResourceTypes resourceType;
+  private Long value;
+
+  private static final String MEMORY_URI = "yarn.io/memory";
+  private static final String VCORES_URI = "yarn.io/vcores";
+
+  public static final ResourceInformation MEMORY =
+      ResourceInformation.newInstance(MEMORY_URI);
+  public static final ResourceInformation MEMORY_MB =
+      ResourceInformation.newInstance(MEMORY_URI, "M");
+  public static final ResourceInformation VCORES =
+      ResourceInformation.newInstance(VCORES_URI);
+
+  /**
+   * Get the name for the resource.
+   *
+   * @return resource name
+   */
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Set the name for the resource.
+   *
+   * @param rName name for the resource
+   */
+  public void setName(String rName) {
+    this.name = rName;
+  }
+
+  /**
+   * Get units for the resource.
+   *
+   * @return units for the resource
+   */
+  public String getUnits() {
+    return units;
+  }
+
+  /**
+   * Set the units for the resource.
+   *
+   * @param rUnits units for the resource
+   */
+  public void setUnits(String rUnits) {
+    if (!UnitsConversionUtil.KNOWN_UNITS.contains(rUnits)) {
+      throw new IllegalArgumentException(
+          "Unknown unit '" + units + "'. Known units are "
+              + UnitsConversionUtil.KNOWN_UNITS);
+    }
+    this.units = rUnits;
+  }
+
+  /**
+   * Get the resource type.
+   *
+   * @return the resource type
+   */
+  public ResourceTypes getResourceType() {
+    return resourceType;
+  }
+
+  /**
+   * Set the resource type.
+   *
+   * @param type the resource type
+   */
+  public void setResourceType(ResourceTypes type) {
+    this.resourceType = type;
+  }
+
+  /**
+   * Get the value for the resource.
+   *
+   * @return the resource value
+   */
+  public Long getValue() {
+    return value;
+  }
+
+  /**
+   * Set the value for the resource.
+   *
+   * @param rValue the resource value
+   */
+  public void setValue(Long rValue) {
+    this.value = rValue;
+  }
+
+  /**
+   * Create a new instance of ResourceInformation from another object.
+   *
+   * @param other the object from which the new object should be created
+   * @return the new ResourceInformation object
+   */
+  public static ResourceInformation newInstance(ResourceInformation other) {
+    ResourceInformation ret = new ResourceInformation();
+    ret.setName(other.getName());
+    ret.setResourceType(other.getResourceType());
+    ret.setUnits(other.getUnits());
+    ret.setValue(other.getValue());
+    return ret;
+  }
+
+  public static ResourceInformation newInstance(String name, String units,
+      Long value, ResourceTypes type) {
+    ResourceInformation ret = new ResourceInformation();
+    ret.setName(name);
+    ret.setResourceType(type);
+    ret.setUnits(units);
+    ret.setValue(value);
+    return ret;
+  }
+
+  public static ResourceInformation newInstance(String name, String units,
+      Long value) {
+    return ResourceInformation
+        .newInstance(name, units, value, ResourceTypes.COUNTABLE);
+  }
+
+  public static ResourceInformation newInstance(String name, String units) {
+    return ResourceInformation
+        .newInstance(name, units, 0L, ResourceTypes.COUNTABLE);
+  }
+
+  public static ResourceInformation newInstance(String name, Long value) {
+    return ResourceInformation
+        .newInstance(name, "", value, ResourceTypes.COUNTABLE);
+  }
+
+  public static ResourceInformation newInstance(String name) {
+    return ResourceInformation.newInstance(name, "");
+  }
+
+  @Override
+  public String toString() {
+    return "name: " + this.name + ", units: " + this.units + ", type: "
+        + resourceType + ", value: " + value;
+  }
+
+  public String getShorthandRepresentation() {
+    return "" + this.value + this.units;
+  }
+
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) {
+      return true;
+    }
+    if (obj == null) {
+      return false;
+    }
+    if (!(obj instanceof ResourceInformation)) {
+      return false;
+    }
+    ResourceInformation r = (ResourceInformation) obj;
+    int cmp =
+        UnitsConversionUtil.compare(this.units, this.value, r.units, r.value);
+    return this.name.equals(r.getName()) && this.resourceType
+        .equals(r.getResourceType()) && (cmp == 0);
+  }
+
+  @Override
+  public int hashCode() {
+    final int prime = 263167;
+    int result =
+        939769357 + name.hashCode(); // prime * result = 939769357 initially
+    result = prime * result + resourceType.hashCode();
+    result = prime * result + units.hashCode();
+    result = prime * result + value.hashCode();
+    return result;
+  }
+
+  @Override
+  public int compareTo(ResourceInformation other) {
+    int diff = this.name.compareTo(other.name);
+    if (diff == 0) {
+      diff = UnitsConversionUtil
+          .compare(this.units, this.value, other.units, other.value);
+      if (diff == 0) {
+        diff = this.resourceType.compareTo(other.resourceType);
+      }
+    }
+    return diff;
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
new file mode 100644
index 0000000..4277034
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/ResourceNotFoundException.java
@@ -0,0 +1,45 @@
+/**
+ * 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.exceptions;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+
+/**
+ * This exception is thrown when details of an unknown resource type
+ * are requested.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public class ResourceNotFoundException extends YarnException {
+
+  private static final long serialVersionUID = 10081982L;
+
+  public ResourceNotFoundException(String message) {
+    super(message);
+  }
+
+  public ResourceNotFoundException(Throwable cause) {
+    super(cause);
+  }
+
+  public ResourceNotFoundException(String message, Throwable cause) {
+    super(message, cause);
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
new file mode 100644
index 0000000..7785263
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/UnitsConversionUtil.java
@@ -0,0 +1,197 @@
+/**
+ * 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.util;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+
+import java.math.BigInteger;
+import java.util.*;
+
+/**
+ * A util to convert values in one unit to another. Units refers to whether
+ * the value is expressed in pico, nano, etc.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class UnitsConversionUtil {
+
+  /**
+   * Helper class for encapsulating conversion values.
+   */
+  public static class Converter {
+    private long numerator;
+    private long denominator;
+
+    Converter(long n, long d) {
+      this.numerator = n;
+      this.denominator = d;
+    }
+  }
+
+  private static final String[] UNITS =
+      {"p", "n", "u", "m", "", "k", "M", "G", "T", "P"};
+  private static final List<String> SORTED_UNITS = Arrays.asList(UNITS);
+  public static final Set<String> KNOWN_UNITS = createKnownUnitsSet();
+  private static final Converter PICO =
+      new Converter(1L, 1000L * 1000L * 1000L * 1000L);
+  private static final Converter NANO =
+      new Converter(1L, 1000L * 1000L * 1000L);
+  private static final Converter MICRO = new Converter(1L, 1000L * 1000L);
+  private static final Converter MILLI = new Converter(1L, 1000L);
+  private static final Converter BASE = new Converter(1L, 1L);
+  private static final Converter KILO = new Converter(1000L, 1L);
+  private static final Converter MEGA = new Converter(1000L * 1000L, 1L);
+  private static final Converter GIGA =
+      new Converter(1000L * 1000L * 1000L, 1L);
+  private static final Converter TERA =
+      new Converter(1000L * 1000L * 1000L * 1000L, 1L);
+  private static final Converter PETA =
+      new Converter(1000L * 1000L * 1000L * 1000L * 1000L, 1L);
+
+  private static Set<String> createKnownUnitsSet() {
+    Set<String> ret = new HashSet<>();
+    ret.addAll(Arrays.asList(UNITS));
+    return ret;
+  }
+
+  private static Converter getConverter(String unit) {
+    switch (unit) {
+    case "p":
+      return PICO;
+    case "n":
+      return NANO;
+    case "u":
+      return MICRO;
+    case "m":
+      return MILLI;
+    case "":
+      return BASE;
+    case "k":
+      return KILO;
+    case "M":
+      return MEGA;
+    case "G":
+      return GIGA;
+    case "T":
+      return TERA;
+    case "P":
+      return PETA;
+    default:
+      throw new IllegalArgumentException(
+          "Unknown unit '" + unit + "'. Known units are " + KNOWN_UNITS);
+    }
+  }
+
+  /**
+   * Converts a value from one unit to another. Supported units can be obtained
+   * by inspecting the KNOWN_UNITS set.
+   *
+   * @param fromUnit  the unit of the from value
+   * @param toUnit    the target unit
+   * @param fromValue the value you wish to convert
+   * @return the value in toUnit
+   */
+  public static Long convert(String fromUnit, String toUnit, Long fromValue) {
+    if (toUnit == null || fromUnit == null || fromValue == null) {
+      throw new IllegalArgumentException("One or more arguments are null");
+    }
+    Long tmp;
+    String overflowMsg =
+        "Converting " + fromValue + " from '" + fromUnit + "' to '" + toUnit
+            + "' will result in an overflow of Long";
+    Converter fc = getConverter(fromUnit);
+    Converter tc = getConverter(toUnit);
+    Long numerator = fc.numerator * tc.denominator;
+    Long denominator = fc.denominator * tc.numerator;
+    if (numerator < denominator) {
+      if (!toUnit.equals(fromUnit)) {
+        tmp = Long.MAX_VALUE / numerator;
+        if (tmp < fromValue) {
+          throw new IllegalArgumentException(overflowMsg);
+        }
+      }
+      return (fromValue * numerator) / denominator;
+    }
+    tmp = numerator / denominator;
+    if (!toUnit.equals(fromUnit)) {
+      if ((Long.MAX_VALUE / tmp) < fromValue) {
+        throw new IllegalArgumentException(overflowMsg);
+      }
+    }
+    return fromValue * tmp;
+  }
+
+  /**
+   * Compare a value in a given unit with a value in another unit. The return
+   * value is equivalent to the value returned by compareTo.
+   *
+   * @param unitA  first unit
+   * @param valueA first value
+   * @param unitB  second unit
+   * @param valueB second value
+   * @return +1, 0 or -1 depending on whether the relationship is greater than,
+   * equal to or lesser than
+   */
+  public static int compare(String unitA, Long valueA, String unitB,
+      Long valueB) {
+    if (unitA == null || unitB == null || !KNOWN_UNITS.contains(unitA)
+        || !KNOWN_UNITS.contains(unitB)) {
+      throw new IllegalArgumentException("Units cannot be null");
+    }
+    if (!KNOWN_UNITS.contains(unitA)) {
+      throw new IllegalArgumentException("Unknown unit '" + unitA + "'");
+    }
+    if (!KNOWN_UNITS.contains(unitB)) {
+      throw new IllegalArgumentException("Unknown unit '" + unitB + "'");
+    }
+    Converter unitAC = getConverter(unitA);
+    Converter unitBC = getConverter(unitB);
+    if (unitA.equals(unitB)) {
+      return valueA.compareTo(valueB);
+    }
+    int unitAPos = SORTED_UNITS.indexOf(unitA);
+    int unitBPos = SORTED_UNITS.indexOf(unitB);
+    try {
+      Long tmpA = valueA;
+      Long tmpB = valueB;
+      if (unitAPos < unitBPos) {
+        tmpB = convert(unitB, unitA, valueB);
+      } else {
+        tmpA = convert(unitA, unitB, valueA);
+      }
+      return tmpA.compareTo(tmpB);
+    } catch (IllegalArgumentException ie) {
+      BigInteger tmpA = BigInteger.valueOf(valueA);
+      BigInteger tmpB = BigInteger.valueOf(valueB);
+      if (unitAPos < unitBPos) {
+        tmpB = tmpB.multiply(BigInteger.valueOf(unitBC.numerator));
+        tmpB = tmpB.multiply(BigInteger.valueOf(unitAC.denominator));
+        tmpB = tmpB.divide(BigInteger.valueOf(unitBC.denominator));
+        tmpB = tmpB.divide(BigInteger.valueOf(unitAC.numerator));
+      } else {
+        tmpA = tmpA.multiply(BigInteger.valueOf(unitAC.numerator));
+        tmpA = tmpA.multiply(BigInteger.valueOf(unitBC.denominator));
+        tmpA = tmpA.divide(BigInteger.valueOf(unitAC.denominator));
+        tmpA = tmpA.divide(BigInteger.valueOf(unitBC.numerator));
+      }
+      return tmpA.compareTo(tmpB);
+    }
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
index 5a70298..e40fd4f 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/proto/yarn_protos.proto
@@ -53,9 +53,21 @@ message ContainerIdProto {
   optional int64 id = 3;
 }
 
+enum ResourceTypesProto {
+  COUNTABLE = 0;
+}
+
+message ResourceInformationProto {
+  required string key = 1;
+  optional int64 value = 2;
+  optional string units = 3;
+  optional ResourceTypesProto type = 4;
+}
+
 message ResourceProto {
   optional int64 memory = 1;
   optional int32 virtual_cores = 2;
+  repeated ResourceInformationProto resource_value_map = 3;
 }
 
 message ResourceUtilizationProto {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestResourceInformation.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestResourceInformation.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestResourceInformation.java
new file mode 100644
index 0000000..28f69c9
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/conf/TestResourceInformation.java
@@ -0,0 +1,70 @@
+/**
+ * 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.conf;
+
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class TestResourceInformation {
+
+  @Test
+  public void testName() {
+    String name = "yarn.io/test";
+    ResourceInformation ri = ResourceInformation.newInstance(name);
+    Assert.assertEquals("Resource name incorrect", name, ri.getName());
+  }
+
+  @Test
+  public void testUnits() {
+    String name = "yarn.io/test";
+    String units = "m";
+    ResourceInformation ri = ResourceInformation.newInstance(name, units);
+    Assert.assertEquals("Resource name incorrect", name, ri.getName());
+    Assert.assertEquals("Resource units incorrect", units, ri.getUnits());
+    units = "z";
+    try {
+      ResourceInformation.newInstance(name, units);
+      Assert.fail(units + "is not a valid unit");
+    } catch (IllegalArgumentException ie) {
+      // do nothing
+    }
+  }
+
+  @Test
+  public void testValue() {
+    String name = "yarn.io/test";
+    Long value = 1l;
+    ResourceInformation ri = ResourceInformation.newInstance(name, value);
+    Assert.assertEquals("Resource name incorrect", name, ri.getName());
+    Assert.assertEquals("Resource value incorrect", value, ri.getValue());
+  }
+
+  @Test
+  public void testResourceInformation() {
+    String name = "yarn.io/test";
+    Long value = 1l;
+    String units = "m";
+    ResourceInformation ri =
+        ResourceInformation.newInstance(name, units, value);
+    Assert.assertEquals("Resource name incorrect", name, ri.getName());
+    Assert.assertEquals("Resource value incorrect", value, ri.getValue());
+    Assert.assertEquals("Resource units incorrect", units, ri.getUnits());
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
new file mode 100644
index 0000000..421768f
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/test/java/org/apache/hadoop/yarn/util/TestUnitsConversionUtil.java
@@ -0,0 +1,120 @@
+/**
+ * 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.util;
+
+import org.apache.hadoop.yarn.util.UnitsConversionUtil;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class TestUnitsConversionUtil {
+
+  @Test
+  public void testUnitsConversion() {
+    int value = 5;
+    String fromUnit = "";
+    Long test = Long.valueOf(value);
+    Assert.assertEquals("pico test failed",
+        Long.valueOf(value * 1000l * 1000l * 1000l * 1000l),
+        UnitsConversionUtil.convert(fromUnit, "p", test));
+    Assert.assertEquals("nano test failed",
+        Long.valueOf(value * 1000l * 1000l * 1000l),
+        UnitsConversionUtil.convert(fromUnit, "n", test));
+    Assert
+        .assertEquals("micro test failed", Long.valueOf(value * 1000l * 1000l),
+            UnitsConversionUtil.convert(fromUnit, "u", test));
+    Assert.assertEquals("milli test failed", Long.valueOf(value * 1000l),
+        UnitsConversionUtil.convert(fromUnit, "m", test));
+
+    test = Long.valueOf(value * 1000l * 1000l * 1000l * 1000l * 1000l);
+    fromUnit = "";
+    Assert.assertEquals("kilo test failed", Long.valueOf(test / 1000l),
+        UnitsConversionUtil.convert(fromUnit, "k", test));
+    Assert
+        .assertEquals("mega test failed", Long.valueOf(test / (1000l * 1000l)),
+            UnitsConversionUtil.convert(fromUnit, "M", test));
+    Assert.assertEquals("giga test failed",
+        Long.valueOf(test / (1000l * 1000l * 1000l)),
+        UnitsConversionUtil.convert(fromUnit, "G", test));
+    Assert.assertEquals("tera test failed",
+        Long.valueOf(test / (1000l * 1000l * 1000l * 1000l)),
+        UnitsConversionUtil.convert(fromUnit, "T", test));
+    Assert.assertEquals("peta test failed",
+        Long.valueOf(test / (1000l * 1000l * 1000l * 1000l * 1000l)),
+        UnitsConversionUtil.convert(fromUnit, "P", test));
+
+    Assert.assertEquals("nano to pico test failed", Long.valueOf(value * 1000l),
+        UnitsConversionUtil.convert("n", "p", Long.valueOf(value)));
+
+    Assert.assertEquals("mega to giga test failed", Long.valueOf(value),
+        UnitsConversionUtil.convert("M", "G", Long.valueOf(value * 1000l)));
+  }
+
+  @Test
+  public void testOverflow() {
+    Long test = Long.valueOf(5 * 1000l * 1000l * 1000l * 1000l * 1000l);
+    try {
+      UnitsConversionUtil.convert("P", "p", test);
+      Assert.fail("this operation should result in an overflow");
+    } catch (IllegalArgumentException ie) {
+      ; // do nothing
+    }
+    try {
+      UnitsConversionUtil.convert("m", "p", Long.MAX_VALUE - 1);
+      Assert.fail("this operation should result in an overflow");
+    } catch (IllegalArgumentException ie) {
+      ; // do nothing
+    }
+  }
+
+  @Test
+  public void testCompare() {
+    String unitA = "P";
+    Long valueA = Long.valueOf(1);
+    String unitB = "p";
+    Long valueB = Long.valueOf(2);
+    Assert.assertEquals(1,
+        UnitsConversionUtil.compare(unitA, valueA, unitB, valueB));
+    Assert.assertEquals(-1,
+        UnitsConversionUtil.compare(unitB, valueB, unitA, valueA));
+    Assert.assertEquals(0,
+        UnitsConversionUtil.compare(unitA, valueA, unitA, valueA));
+    Assert.assertEquals(-1,
+        UnitsConversionUtil.compare(unitA, valueA, unitA, valueB));
+    Assert.assertEquals(1,
+        UnitsConversionUtil.compare(unitA, valueB, unitA, valueA));
+
+    unitB = "T";
+    Assert.assertEquals(1,
+        UnitsConversionUtil.compare(unitA, valueA, unitB, valueB));
+    Assert.assertEquals(-1,
+        UnitsConversionUtil.compare(unitB, valueB, unitA, valueA));
+    Assert.assertEquals(0,
+        UnitsConversionUtil.compare(unitA, valueA, unitB, 1000l));
+
+    unitA = "p";
+    unitB = "n";
+    Assert.assertEquals(-1,
+        UnitsConversionUtil.compare(unitA, valueA, unitB, valueB));
+    Assert.assertEquals(1,
+        UnitsConversionUtil.compare(unitB, valueB, unitA, valueA));
+    Assert.assertEquals(0,
+        UnitsConversionUtil.compare(unitA, 1000l, unitB, valueA));
+
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProtoUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProtoUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProtoUtils.java
index ab283e7..760f809 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProtoUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ProtoUtils.java
@@ -23,6 +23,7 @@ import java.nio.ByteBuffer;
 import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.protocolrecords.ApplicationsRequestScope;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.api.records.AMCommand;
 import org.apache.hadoop.yarn.api.records.ApplicationAccessType;
 import org.apache.hadoop.yarn.api.records.ApplicationResourceUsageReport;
@@ -71,6 +72,7 @@ import org.apache.hadoop.yarn.proto.YarnProtos.ContainerRetryPolicyProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ContainerTypeProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ExecutionTypeProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ExecutionTypeRequestProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypesProto;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.ContainerUpdateTypeProto;
 import org.apache.hadoop.yarn.server.api.ContainerType;
@@ -431,6 +433,17 @@ public class ProtoUtils {
       convertToProtoFormat(UpdateContainerError t) {
     return ((UpdateContainerErrorPBImpl) t).getProto();
   }
+
+  /*
+   * ResourceTypes
+   */
+  public static ResourceTypesProto converToProtoFormat(ResourceTypes e) {
+    return ResourceTypesProto.valueOf(e.name());
+  }
+
+  public static ResourceTypes convertFromProtoFormat(ResourceTypesProto e) {
+    return ResourceTypes.valueOf(e.name());
+  }
 }
 
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 6686696..14e5090 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -21,9 +21,17 @@ package org.apache.hadoop.yarn.api.records.impl.pb;
 
 import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
+import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProtoOrBuilder;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceInformationProto;
+import org.apache.hadoop.yarn.util.UnitsConversionUtil;
+
+import java.util.*;
 
 @Private
 @Unstable
@@ -31,7 +39,9 @@ public class ResourcePBImpl extends Resource {
   ResourceProto proto = ResourceProto.getDefaultInstance();
   ResourceProto.Builder builder = null;
   boolean viaProto = false;
-  
+
+  private Map<String, ResourceInformation> resources;
+
   public ResourcePBImpl() {
     builder = ResourceProto.newBuilder();
   }
@@ -39,9 +49,12 @@ public class ResourcePBImpl extends Resource {
   public ResourcePBImpl(ResourceProto proto) {
     this.proto = proto;
     viaProto = true;
+    this.resources = null;
+    initResources();
   }
-  
+
   public ResourceProto getProto() {
+    mergeLocalToProto();
     proto = viaProto ? proto : builder.build();
     viaProto = true;
     return proto;
@@ -57,13 +70,21 @@ public class ResourcePBImpl extends Resource {
   @Override
   @SuppressWarnings("deprecation")
   public int getMemory() {
-    return (int) getMemorySize();
+    return (int) this.getMemorySize();
   }
 
   @Override
   public long getMemorySize() {
-    ResourceProtoOrBuilder p = viaProto ? proto : builder;
-    return p.getMemory();
+    try {
+      ResourceInformation ri =
+          this.getResourceInformation(ResourceInformation.MEMORY.getName());
+      return (int) UnitsConversionUtil
+          .convert(ri.getUnits(), "M", ri.getValue()).longValue();
+    } catch (YarnException ye) {
+      // memory should always be present
+      initResourcesMap();
+      return 0;
+    }
   }
 
   @Override
@@ -74,30 +95,172 @@ public class ResourcePBImpl extends Resource {
 
   @Override
   public void setMemorySize(long memory) {
-    maybeInitBuilder();
-    builder.setMemory(memory);
+    setResourceInformation(ResourceInformation.MEMORY_MB.getName(),
+        ResourceInformation.newInstance(ResourceInformation.MEMORY_MB.getName(),
+            ResourceInformation.MEMORY_MB.getUnits(), memory));
+
   }
 
   @Override
   public int getVirtualCores() {
-    ResourceProtoOrBuilder p = viaProto ? proto : builder;
-    return p.getVirtualCores();
+    try {
+      return (int) this.getResourceValue(ResourceInformation.VCORES.getName())
+          .longValue();
+    } catch (YarnException ye) {
+      // vcores should always be present
+      initResourcesMap();
+      return 0;
+    }
   }
 
   @Override
   public void setVirtualCores(int vCores) {
+    try {
+      setResourceValue(ResourceInformation.VCORES.getName(),
+          Long.valueOf(vCores));
+    } catch (ResourceNotFoundException re) {
+      this.setResourceInformation(ResourceInformation.VCORES.getName(),
+          ResourceInformation.newInstance(ResourceInformation.VCORES.getName(),
+              (long) vCores));
+    }
+  }
+
+  private void initResources() {
+    if (this.resources != null) {
+      return;
+    }
+    ResourceProtoOrBuilder p = viaProto ? proto : builder;
+    initResourcesMap();
+    for (ResourceInformationProto entry : p.getResourceValueMapList()) {
+      ResourceTypes type =
+          entry.hasType() ? ProtoUtils.convertFromProtoFormat(entry.getType()) :
+              ResourceTypes.COUNTABLE;
+      String units = entry.hasUnits() ? entry.getUnits() : "";
+      Long value = entry.hasValue() ? entry.getValue() : 0L;
+      ResourceInformation ri =
+          ResourceInformation.newInstance(entry.getKey(), units, value, type);
+      resources.put(ri.getName(), ri);
+    }
+    if(this.getMemory() != p.getMemory()) {
+      setMemorySize(p.getMemory());
+    }
+    if(this.getVirtualCores() != p.getVirtualCores()) {
+      setVirtualCores(p.getVirtualCores());
+    }
+  }
+
+  @Override
+  public void setResources(Map<String, ResourceInformation> resources) {
     maybeInitBuilder();
-    builder.setVirtualCores(vCores);
+    if (resources == null || resources.isEmpty()) {
+      builder.clearResourceValueMap();
+    } else {
+      for (Map.Entry<String, ResourceInformation> entry : resources.entrySet()) {
+        if (!entry.getKey().equals(entry.getValue().getName())) {
+          entry.getValue().setName(entry.getKey());
+        }
+      }
+    }
+    this.resources = resources;
   }
 
   @Override
-  public int compareTo(Resource other) {
-    long diff = this.getMemorySize() - other.getMemorySize();
-    if (diff == 0) {
-      diff = this.getVirtualCores() - other.getVirtualCores();
+  public void setResourceInformation(String resource,
+      ResourceInformation resourceInformation) {
+    maybeInitBuilder();
+    if (resource == null || resourceInformation == null) {
+      throw new IllegalArgumentException(
+          "resource and/or resourceInformation cannot be null");
+    }
+    if (!resource.equals(resourceInformation.getName())) {
+      resourceInformation.setName(resource);
     }
-    return diff == 0 ? 0 : (diff > 0 ? 1 : -1);
+    initResourcesMap();
+    resources.put(resource, resourceInformation);
+  }
+
+  @Override
+  public void setResourceValue(String resource, Long value)
+      throws ResourceNotFoundException {
+    maybeInitBuilder();
+    if (resource == null) {
+      throw new IllegalArgumentException("resource type object cannot be null");
+    }
+    if (resources == null || (!resources.containsKey(resource))) {
+      throw new ResourceNotFoundException(
+          "Resource " + resource + " not found");
+    }
+    ResourceInformation ri = resources.get(resource);
+    ri.setValue(value);
+    resources.put(resource, ri);
+  }
+
+  @Override
+  public Map<String, ResourceInformation> getResources() {
+    initResources();
+    return Collections.unmodifiableMap(this.resources);
+  }
+
+  @Override
+  public ResourceInformation getResourceInformation(String resource)
+      throws YarnException {
+    initResources();
+    if (this.resources.containsKey(resource)) {
+      return this.resources.get(resource);
+    }
+    throw new ResourceNotFoundException("Could not find entry for " + resource);
+  }
+
+  @Override
+  public Long getResourceValue(String resource) throws YarnException {
+    initResources();
+    if (this.resources.containsKey(resource)) {
+      return this.resources.get(resource).getValue();
+    }
+    throw new ResourceNotFoundException("Could not find entry for " + resource);
+  }
+
+  private void initResourcesMap() {
+    if (resources == null) {
+      resources = new HashMap<>();
+    }
+    ResourceInformation ri;
+    if (!resources.containsKey(ResourceInformation.MEMORY.getName())) {
+      ri = ResourceInformation
+          .newInstance(ResourceInformation.MEMORY_MB.getName(),
+              ResourceInformation.MEMORY_MB.getUnits());
+      this.resources.put(ResourceInformation.MEMORY.getName(), ri);
+    }
+    if (!resources.containsKey(ResourceInformation.VCORES.getName())) {
+      ri =
+          ResourceInformation.newInstance(ResourceInformation.VCORES.getName());
+      this.resources.put(ResourceInformation.VCORES.getName(), ri);
+    }
+  }
+
+  synchronized private void mergeLocalToBuilder() {
+    builder.clearResourceValueMap();
+    if (resources != null && !resources.isEmpty()) {
+      for (Map.Entry<String, ResourceInformation> entry : resources.entrySet()) {
+        ResourceInformationProto.Builder e = ResourceInformationProto.newBuilder();
+        e.setKey(entry.getKey());
+        e.setUnits(entry.getValue().getUnits());
+        e.setType(
+            ProtoUtils.converToProtoFormat(entry.getValue().getResourceType()));
+        e.setValue(entry.getValue().getValue());
+        builder.addResourceValueMap(e);
+      }
+    }
+    builder.setMemory(this.getMemory());
+    builder.setVirtualCores(this.getVirtualCores());
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
   }
-  
-  
 }  

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
index 462e02a..59ee009 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
@@ -21,102 +21,137 @@ package org.apache.hadoop.yarn.util.resource;
 import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
+import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.Records;
 
-@InterfaceAudience.LimitedPrivate({"YARN", "MapReduce"})
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+@InterfaceAudience.LimitedPrivate({ "YARN", "MapReduce" })
 @Unstable
 public class Resources {
-  
-  // Java doesn't have const :(
-  private static final Resource NONE = new Resource() {
+
+  /**
+   * Helper class to create a resource with a fixed value for all resource
+   * types. For example, a NONE resource which returns 0 for any resource type.
+   */
+  static class FixedValueResource extends Resource {
+
+    private Map<String, ResourceInformation> resources;
+    private Long resourceValue;
+    private String name;
+
+    /**
+     * Constructor for a fixed value resource
+     * @param rName the name of the resource
+     * @param value the fixed value to be returned for all resource types
+     */
+    FixedValueResource(String rName, Long value) {
+      this.resourceValue = value;
+      this.name = rName;
+      resources = initResourceMap();
+    }
+
+    private int resourceValueToInt() {
+      if(this.resourceValue > Integer.MAX_VALUE) {
+        return Integer.MAX_VALUE;
+      }
+      return this.resourceValue.intValue();
+    }
 
     @Override
     @SuppressWarnings("deprecation")
     public int getMemory() {
-      return 0;
+      return resourceValueToInt();
     }
 
     @Override
     public long getMemorySize() {
-      return 0;
+      return this.resourceValue;
     }
 
     @Override
-    public void setMemorySize(long memory) {
-      throw new RuntimeException("NONE cannot be modified!");
+    public void setMemory(int memory) {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
     @SuppressWarnings("deprecation")
-    public void setMemory(int memory) {
-      throw new RuntimeException("NONE cannot be modified!");
+    public void setMemorySize(long memory) {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
     public int getVirtualCores() {
-      return 0;
+      return resourceValueToInt();
     }
 
     @Override
-    public void setVirtualCores(int cores) {
-      throw new RuntimeException("NONE cannot be modified!");
+    public void setVirtualCores(int virtualCores) {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
-    public int compareTo(Resource o) {
-      long diff = 0 - o.getMemorySize();
-      if (diff == 0) {
-        diff = 0 - o.getVirtualCores();
-      }
-      return Long.signum(diff);
+    public Map<String, ResourceInformation> getResources() {
+      return Collections.unmodifiableMap(this.resources);
     }
-    
-  };
-  
-  private static final Resource UNBOUNDED = new Resource() {
 
     @Override
-    @SuppressWarnings("deprecation")
-    public int getMemory() {
-      return Integer.MAX_VALUE;
+    public ResourceInformation getResourceInformation(String resource)
+        throws YarnException {
+      if (resources.containsKey(resource)) {
+        ResourceInformation value = this.resources.get(resource);
+        ResourceInformation ret = ResourceInformation.newInstance(value);
+        ret.setValue(resourceValue);
+        return ret;
+      }
+      throw new YarnException("" + resource + " not found");
     }
 
     @Override
-    public long getMemorySize() {
-      return Long.MAX_VALUE;
+    public Long getResourceValue(String resource) throws YarnException {
+      if (resources.containsKey(resource)) {
+        return resourceValue;
+      }
+      throw new YarnException("" + resource + " not found");
     }
 
     @Override
-    @SuppressWarnings("deprecation")
-    public void setMemory(int memory) {
-      throw new RuntimeException("UNBOUNDED cannot be modified!");
+    public void setResources(Map<String, ResourceInformation> resources) {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
-    public void setMemorySize(long memory) {
-      throw new RuntimeException("UNBOUNDED cannot be modified!");
+    public void setResourceInformation(String resource,
+        ResourceInformation resourceInformation)
+        throws ResourceNotFoundException {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
     @Override
-    public int getVirtualCores() {
-      return Integer.MAX_VALUE;
+    public void setResourceValue(String resource, Long value)
+        throws ResourceNotFoundException {
+      throw new RuntimeException(name + " cannot be modified!");
     }
 
-    @Override
-    public void setVirtualCores(int cores) {
-      throw new RuntimeException("UNBOUNDED cannot be modified!");
+    private Map<String, ResourceInformation> initResourceMap() {
+      Map<String, ResourceInformation> tmp = new HashMap<>();
+      // Due to backwards compat, the max value for memory and vcores
+      // needs to be Integer.MAX_VALUE
+      int max = resourceValue > Integer.MAX_VALUE ? Integer.MAX_VALUE :
+          resourceValue.intValue();
+      tmp.put(ResourceInformation.MEMORY.getName(), ResourceInformation
+          .newInstance(ResourceInformation.MEMORY.getName(),
+              ResourceInformation.MEMORY_MB.getUnits(), (long) max));
+      tmp.put(ResourceInformation.VCORES.getName(), ResourceInformation
+          .newInstance(ResourceInformation.VCORES.getName(), (long) max));
+      return tmp;
     }
 
-    @Override
-    public int compareTo(Resource o) {
-      long diff = Long.MAX_VALUE - o.getMemorySize();
-      if (diff == 0) {
-        diff = Integer.MAX_VALUE - o.getVirtualCores();
-      }
-      return Long.signum(diff);
-    }
-    
-  };
+  }
 
   public static Resource createResource(int memory) {
     return createResource(memory, (memory > 0) ? 1 : 0);
@@ -129,6 +164,11 @@ public class Resources {
     return resource;
   }
 
+  private static final Resource UNBOUNDED =
+      new FixedValueResource("UNBOUNDED", Long.MAX_VALUE);
+
+  private static final Resource NONE = new FixedValueResource("NONE", 0L);
+
   public static Resource createResource(long memory) {
     return createResource(memory, (memory > 0) ? 1 : 0);
   }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/3d322313/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
index 10323d5..dc57092 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestPBImplRecords.java
@@ -134,6 +134,7 @@ import org.apache.hadoop.yarn.api.records.ReservationRequest;
 import org.apache.hadoop.yarn.api.records.ReservationRequests;
 import org.apache.hadoop.yarn.api.records.ResourceAllocationRequest;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceBlacklistRequest;
 import org.apache.hadoop.yarn.api.records.ResourceOption;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
@@ -341,6 +342,8 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
     typeValueCache.put(SerializedException.class,
         SerializedException.newInstance(new IOException("exception for test")));
     generateByNewInstance(ExecutionTypeRequest.class);
+    typeValueCache.put(ResourceInformation.class, ResourceInformation
+        .newInstance("localhost.test/sample", 1l));
     generateByNewInstance(LogAggregationContext.class);
     generateByNewInstance(ApplicationId.class);
     generateByNewInstance(ApplicationAttemptId.class);


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[09/13] hadoop git commit: YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.

Posted by as...@apache.org.
YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/f9f7c10f
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/f9f7c10f
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/f9f7c10f

Branch: refs/heads/YARN-5501
Commit: f9f7c10f74e856f440af9bb544fcb3412bb69353
Parents: f079243
Author: Rohith Sharma K S <ro...@apache.org>
Authored: Tue Jul 26 14:13:03 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../hadoop/yarn/api/records/Resource.java       |  7 ++++++
 .../api/records/impl/pb/ResourcePBImpl.java     |  2 +-
 .../resource/DominantResourceCalculator.java    | 23 ++++++++++++++++----
 .../yarn/util/resource/ResourceUtils.java       |  5 +++--
 .../hadoop/yarn/util/resource/Resources.java    |  6 +----
 5 files changed, 31 insertions(+), 12 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/f9f7c10f/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
index 3880bb0..4bbca5a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/Resource.java
@@ -291,6 +291,8 @@ public abstract class Resource implements Comparable<Resource> {
     otherResources = other.getResources();
     long diff = thisResources.size() - otherResources.size();
     if (diff == 0) {
+      // compare memory and vcores first(in that order) to preserve
+      // existing behaviour
       if (thisResources.keySet().equals(otherResources.keySet())) {
         diff = this.getMemorySize() - other.getMemorySize();
         if (diff == 0) {
@@ -299,6 +301,11 @@ public abstract class Resource implements Comparable<Resource> {
         if (diff == 0) {
           for (Map.Entry<String, ResourceInformation> entry : thisResources
               .entrySet()) {
+            if (entry.getKey().equals(ResourceInformation.MEMORY_MB.getName())
+                || entry.getKey()
+                .equals(ResourceInformation.VCORES.getName())) {
+              continue;
+            }
             diff =
                 entry.getValue().compareTo(otherResources.get(entry.getKey()));
             if (diff != 0) {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f9f7c10f/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 8cf7291..36e5beb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -228,7 +228,7 @@ public class ResourcePBImpl extends Resource {
         builder.addResourceValueMap(e);
       }
     }
-    builder.setMemory(this.getMemory());
+    builder.setMemory(this.getMemorySize());
     builder.setVirtualCores(this.getVirtualCores());
   }
 

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f9f7c10f/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
index fc078e4..f9386b5 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
@@ -387,9 +387,24 @@ public class DominantResourceCalculator extends ResourceCalculator {
   }
 
   @Override
-  public boolean fitsIn(Resource cluster,
-      Resource smaller, Resource bigger) {
-    return smaller.getMemorySize() <= bigger.getMemorySize()
-        && smaller.getVirtualCores() <= bigger.getVirtualCores();
+  public boolean fitsIn(Resource cluster, Resource smaller, Resource bigger) {
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation sResourceInformation =
+            smaller.getResourceInformation(resource);
+        ResourceInformation bResourceInformation =
+            bigger.getResourceInformation(resource);
+        Long sResourceValue = UnitsConversionUtil
+            .convert(sResourceInformation.getUnits(),
+                bResourceInformation.getUnits(),
+                sResourceInformation.getValue());
+        if(sResourceValue > bResourceInformation.getValue()) {
+          return false;
+        }
+      } catch (YarnException ye) {
+        return false;
+      }
+    }
+    return true;
   }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f9f7c10f/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 4f56fbb..109287a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -178,7 +178,6 @@ public class ResourceUtils {
       synchronized (ResourceUtils.class) {
         if (lock == null) {
           synchronized (ResourceUtils.class) {
-            lock = new Object();
             Map<String, ResourceInformation> resources = new HashMap<>();
             if (conf == null) {
               conf = new YarnConfiguration();
@@ -187,10 +186,12 @@ public class ResourceUtils {
               addResourcesFileToConf(resourceFile, conf);
               LOG.debug("Found " + resourceFile + ", adding to configuration");
               initializeResourcesMap(conf, resources);
+              lock = new Object();
             } catch (FileNotFoundException fe) {
               LOG.info("Unable to find '" + resourceFile
                   + "'. Falling back to memory and vcores as resources", fe);
               initializeResourcesMap(conf, resources);
+              lock = new Object();
             }
           }
         }
@@ -268,12 +269,12 @@ public class ResourceUtils {
       synchronized (ResourceUtils.class) {
         if (nodeLock == null) {
           synchronized (ResourceUtils.class) {
-            nodeLock = new Object();
             Map<String, ResourceInformation> nodeResources =
                 initializeNodeResourceInformation(conf);
             addManadtoryResources(nodeResources);
             checkMandatatoryResources(nodeResources);
             readOnlyNodeResources = Collections.unmodifiableMap(nodeResources);
+            nodeLock = new Object();
           }
         }
       }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/f9f7c10f/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
index 12a91ef..a597295 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
@@ -134,16 +134,12 @@ public class Resources {
 
     private Map<String, ResourceInformation> initResourceMap() {
       Map<String, ResourceInformation> tmp = new HashMap<>();
-      // Due to backwards compat, the max value for memory and vcores
-      // needs to be Integer.MAX_VALUE
-      int max = resourceValue > Integer.MAX_VALUE ? Integer.MAX_VALUE :
-          resourceValue.intValue();
       Map<String, ResourceInformation> types = ResourceUtils.getResourceTypes();
       if (types != null) {
         for (Map.Entry<String, ResourceInformation> entry : types.entrySet()) {
           tmp.put(entry.getKey(),
               ResourceInformation.newInstance(entry.getValue()));
-          tmp.get(entry.getKey()).setValue((long) max);
+          tmp.get(entry.getKey()).setValue(resourceValue);
         }
       }
       return tmp;


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[07/13] hadoop git commit: YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)

Posted by as...@apache.org.
YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/b11fa66d
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/b11fa66d
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/b11fa66d

Branch: refs/heads/YARN-5501
Commit: b11fa66d32d4f98f715b2fb56285e961962e227b
Parents: 3d32231
Author: Wangda Tan <wa...@apache.org>
Authored: Fri Jan 29 10:53:31 2016 +0800
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../resource/DominantResourceCalculator.java    | 389 +++++++++++++------
 1 file changed, 273 insertions(+), 116 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/b11fa66d/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
index 9f1c8d7..4a8eeb2 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
@@ -22,59 +22,103 @@ import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.apache.hadoop.yarn.util.UnitsConversionUtil;
+
+import java.util.HashSet;
+import java.util.Set;
 
 /**
- * A {@link ResourceCalculator} which uses the concept of  
+ * A {@link ResourceCalculator} which uses the concept of
  * <em>dominant resource</em> to compare multi-dimensional resources.
  *
- * Essentially the idea is that the in a multi-resource environment, 
- * the resource allocation should be determined by the dominant share 
- * of an entity (user or queue), which is the maximum share that the 
- * entity has been allocated of any resource. 
- * 
- * In a nutshell, it seeks to maximize the minimum dominant share across 
- * all entities. 
- * 
+ * Essentially the idea is that the in a multi-resource environment,
+ * the resource allocation should be determined by the dominant share
+ * of an entity (user or queue), which is the maximum share that the
+ * entity has been allocated of any resource.
+ *
+ * In a nutshell, it seeks to maximize the minimum dominant share across
+ * all entities.
+ *
  * For example, if user A runs CPU-heavy tasks and user B runs
- * memory-heavy tasks, it attempts to equalize CPU share of user A 
- * with Memory-share of user B. 
- * 
+ * memory-heavy tasks, it attempts to equalize CPU share of user A
+ * with Memory-share of user B.
+ *
  * In the single resource case, it reduces to max-min fairness for that resource.
- * 
+ *
  * See the Dominant Resource Fairness paper for more details:
  * www.cs.berkeley.edu/~matei/papers/2011/nsdi_drf.pdf
  */
 @Private
 @Unstable
 public class DominantResourceCalculator extends ResourceCalculator {
+
   private static final Log LOG =
       LogFactory.getLog(DominantResourceCalculator.class);
 
+  private Set<String> resourceNames;
+
+  public DominantResourceCalculator() {
+    resourceNames = new HashSet<>();
+    resourceNames.add(ResourceInformation.MEMORY.getName());
+    resourceNames.add(ResourceInformation.VCORES.getName());
+  }
+
+  /**
+   * Compare two resources - if the value for every resource type for the lhs
+   * is greater than that of the rhs, return 1. If the value for every resource
+   * type in the lhs is less than the rhs, return -1. Otherwise, return 0
+   *
+   * @param lhs resource to be compared
+   * @param rhs resource to be compared
+   * @return 0, 1, or -1
+   */
+  private int compare(Resource lhs, Resource rhs) {
+    boolean lhsGreater = false;
+    boolean rhsGreater = false;
+    int ret = 0;
+
+    for (String rName : resourceNames) {
+      try {
+        ResourceInformation lhsResourceInformation =
+            lhs.getResourceInformation(rName);
+        ResourceInformation rhsResourceInformation =
+            rhs.getResourceInformation(rName);
+        int diff = lhsResourceInformation.compareTo(rhsResourceInformation);
+        if (diff >= 1) {
+          lhsGreater = true;
+        } else if (diff <= -1) {
+          rhsGreater = true;
+        }
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + rName, ye);
+      }
+    }
+    if (lhsGreater && rhsGreater) {
+      ret = 0;
+    } else if (lhsGreater) {
+      ret = 1;
+    } else if (rhsGreater) {
+      ret = -1;
+    }
+    return ret;
+  }
+
   @Override
   public int compare(Resource clusterResource, Resource lhs, Resource rhs) {
-    
     if (lhs.equals(rhs)) {
       return 0;
     }
-    
+
     if (isInvalidDivisor(clusterResource)) {
-      if ((lhs.getMemorySize() < rhs.getMemorySize() && lhs.getVirtualCores() > rhs
-          .getVirtualCores())
-          || (lhs.getMemorySize() > rhs.getMemorySize() && lhs.getVirtualCores() < rhs
-              .getVirtualCores())) {
-        return 0;
-      } else if (lhs.getMemorySize() > rhs.getMemorySize()
-          || lhs.getVirtualCores() > rhs.getVirtualCores()) {
-        return 1;
-      } else if (lhs.getMemorySize() < rhs.getMemorySize()
-          || lhs.getVirtualCores() < rhs.getVirtualCores()) {
-        return -1;
-      }
+      return this.compare(lhs, rhs);
     }
 
     float l = getResourceAsValue(clusterResource, lhs, true);
     float r = getResourceAsValue(clusterResource, rhs, true);
-    
+
     if (l < r) {
       return -1;
     } else if (l > r) {
@@ -82,154 +126,267 @@ public class DominantResourceCalculator extends ResourceCalculator {
     } else {
       l = getResourceAsValue(clusterResource, lhs, false);
       r = getResourceAsValue(clusterResource, rhs, false);
+
       if (l < r) {
         return -1;
       } else if (l > r) {
         return 1;
       }
     }
-    
+
     return 0;
   }
 
   /**
    * Use 'dominant' for now since we only have 2 resources - gives us a slight
    * performance boost.
-   * 
+   * <p></p>
    * Once we add more resources, we'll need a more complicated (and slightly
    * less performant algorithm).
    */
-  protected float getResourceAsValue(
-      Resource clusterResource, Resource resource, boolean dominant) {
-    // Just use 'dominant' resource
-    return (dominant) ?
-        Math.max(
-            (float)resource.getMemorySize() / clusterResource.getMemorySize(),
-            (float)resource.getVirtualCores() / clusterResource.getVirtualCores()
-            ) 
-        :
-          Math.min(
-              (float)resource.getMemorySize() / clusterResource.getMemorySize(),
-              (float)resource.getVirtualCores() / clusterResource.getVirtualCores()
-              ); 
-  }
-  
+  protected float getResourceAsValue(Resource clusterResource,
+      Resource resource, boolean dominant) {
+
+    float min = Float.MAX_VALUE;
+    float max = 0.0f;
+    for (String rName : resourceNames) {
+      try {
+        ResourceInformation clusterResourceResourceInformation =
+            clusterResource.getResourceInformation(rName);
+        ResourceInformation resourceInformation =
+            resource.getResourceInformation(rName);
+        Long resourceValue = UnitsConversionUtil
+            .convert(resourceInformation.getUnits(),
+                clusterResourceResourceInformation.getUnits(),
+                resourceInformation.getValue());
+        float tmp =
+            (float) resourceValue / (float) clusterResourceResourceInformation
+                .getValue();
+        min = min < tmp ? min : tmp;
+        max = max > tmp ? max : tmp;
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+    }
+    return (dominant) ? max : min;
+  }
+
   @Override
   public long computeAvailableContainers(Resource available, Resource required) {
-    return Math.min(
-        available.getMemorySize() / required.getMemorySize(),
-        available.getVirtualCores() / required.getVirtualCores());
+    long min = Long.MAX_VALUE;
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation availableResource =
+            available.getResourceInformation(resource);
+        ResourceInformation requiredResource =
+            required.getResourceInformation(resource);
+        Long requiredResourceValue = UnitsConversionUtil
+            .convert(requiredResource.getUnits(), availableResource.getUnits(),
+                requiredResource.getValue());
+        Long tmp = availableResource.getValue() / requiredResourceValue;
+        min = min < tmp ? min : tmp;
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+
+    }
+    return min > Integer.MAX_VALUE ? Integer.MAX_VALUE : (int) min;
   }
 
   @Override
-  public float divide(Resource clusterResource, 
+  public float divide(Resource clusterResource,
       Resource numerator, Resource denominator) {
-    return 
-        getResourceAsValue(clusterResource, numerator, true) / 
+    return
+        getResourceAsValue(clusterResource, numerator, true) /
         getResourceAsValue(clusterResource, denominator, true);
   }
-  
+
   @Override
   public boolean isInvalidDivisor(Resource r) {
-    if (r.getMemorySize() == 0.0f || r.getVirtualCores() == 0.0f) {
-      return true;
+    for (String resource : resourceNames) {
+      try {
+        if (r.getResourceValue(resource).equals(0L)) {
+          return true;
+        }
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource value for " + resource, ye);
+      }
     }
     return false;
   }
 
   @Override
   public float ratio(Resource a, Resource b) {
-    return Math.max(
-        (float)a.getMemorySize()/b.getMemorySize(),
-        (float)a.getVirtualCores()/b.getVirtualCores()
-        );
+    float ratio = 0.0f;
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation aResourceInformation =
+            a.getResourceInformation(resource);
+        ResourceInformation bResourceInformation =
+            b.getResourceInformation(resource);
+        Long bResourceValue = UnitsConversionUtil
+            .convert(bResourceInformation.getUnits(),
+                aResourceInformation.getUnits(),
+                bResourceInformation.getValue());
+        float tmp =
+            (float) aResourceInformation.getValue() / (float) bResourceValue;
+        ratio = ratio > tmp ? ratio : tmp;
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+    }
+    return ratio;
   }
 
   @Override
   public Resource divideAndCeil(Resource numerator, int denominator) {
-    return Resources.createResource(
-        divideAndCeil(numerator.getMemorySize(), denominator),
-        divideAndCeil(numerator.getVirtualCores(), denominator)
-        );
+    return divideAndCeil(numerator, (long) denominator);
+  }
+
+  public Resource divideAndCeil(Resource numerator, long denominator) {
+    Resource ret = Resources.createResource(0, 0);
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation resourceInformation = ResourceInformation
+            .newInstance(numerator.getResourceInformation(resource));
+        resourceInformation.setValue(
+            divideAndCeil(resourceInformation.getValue(), denominator));
+        ret.setResourceInformation(resource, resourceInformation);
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+    }
+    return ret;
   }
 
   @Override
   public Resource normalize(Resource r, Resource minimumResource,
-                            Resource maximumResource, Resource stepFactor) {
-    if (stepFactor.getMemorySize() == 0 || stepFactor.getVirtualCores() == 0) {
-      Resource step = Resources.clone(stepFactor);
-      if (stepFactor.getMemorySize() == 0) {
-        LOG.error("Memory cannot be allocated in increments of zero. Assuming "
-            + minimumResource.getMemorySize() + "MB increment size. "
-            + "Please ensure the scheduler configuration is correct.");
-        step.setMemorySize(minimumResource.getMemorySize());
-      }
+      Resource maximumResource, Resource stepFactor) {
+    Resource ret = Resources.createResource(0, 0);
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation rResourceInformation =
+            r.getResourceInformation(resource);
+        ResourceInformation minimumResourceInformation =
+            minimumResource.getResourceInformation(resource);
+        ResourceInformation maximumResourceInformation =
+            maximumResource.getResourceInformation(resource);
+        ResourceInformation stepFactorResourceInformation =
+            stepFactor.getResourceInformation(resource);
+        ResourceInformation tmp =
+            ResourceInformation.newInstance(rResourceInformation);
 
-      if (stepFactor.getVirtualCores() == 0) {
-        LOG.error("VCore cannot be allocated in increments of zero. Assuming "
-            + minimumResource.getVirtualCores() + "VCores increment size. "
-            + "Please ensure the scheduler configuration is correct.");
-        step.setVirtualCores(minimumResource.getVirtualCores());
-      }
+        Long rValue = rResourceInformation.getValue();
+        Long minimumValue = UnitsConversionUtil
+            .convert(minimumResourceInformation.getUnits(),
+                rResourceInformation.getUnits(),
+                minimumResourceInformation.getValue());
+        Long maximumValue = UnitsConversionUtil
+            .convert(maximumResourceInformation.getUnits(),
+                rResourceInformation.getUnits(),
+                maximumResourceInformation.getValue());
+        Long stepFactorValue = UnitsConversionUtil
+            .convert(stepFactorResourceInformation.getUnits(),
+                rResourceInformation.getUnits(),
+                stepFactorResourceInformation.getValue());
 
-      stepFactor = step;
+        tmp.setValue(
+            Math.min(roundUp(Math.max(rValue, minimumValue), stepFactorValue),
+                maximumValue));
+        ret.setResourceInformation(resource, tmp);
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
     }
-
-    long normalizedMemory = Math.min(
-      roundUp(
-        Math.max(r.getMemorySize(), minimumResource.getMemorySize()),
-        stepFactor.getMemorySize()),
-      maximumResource.getMemorySize());
-    int normalizedCores = Math.min(
-      roundUp(
-        Math.max(r.getVirtualCores(), minimumResource.getVirtualCores()),
-        stepFactor.getVirtualCores()),
-      maximumResource.getVirtualCores());
-    return Resources.createResource(normalizedMemory,
-      normalizedCores);
+    return ret;
   }
 
   @Override
   public Resource roundUp(Resource r, Resource stepFactor) {
-    return Resources.createResource(
-        roundUp(r.getMemorySize(), stepFactor.getMemorySize()),
-        roundUp(r.getVirtualCores(), stepFactor.getVirtualCores())
-        );
+    return this.rounding(r, stepFactor, true);
   }
 
   @Override
   public Resource roundDown(Resource r, Resource stepFactor) {
-    return Resources.createResource(
-        roundDown(r.getMemorySize(), stepFactor.getMemorySize()),
-        roundDown(r.getVirtualCores(), stepFactor.getVirtualCores())
-        );
+    return this.rounding(r, stepFactor, false);
+  }
+
+  private Resource rounding(Resource r, Resource stepFactor, boolean roundUp) {
+    Resource ret = Resources.createResource(0, 0);
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation rResourceInformation =
+            r.getResourceInformation(resource);
+        ResourceInformation stepFactorResourceInformation =
+            stepFactor.getResourceInformation(resource);
+        ResourceInformation tmp =
+            ResourceInformation.newInstance(rResourceInformation);
+
+        Long rValue = rResourceInformation.getValue();
+        Long stepFactorValue = UnitsConversionUtil
+            .convert(stepFactorResourceInformation.getUnits(),
+                rResourceInformation.getUnits(),
+                stepFactorResourceInformation.getValue());
+
+        Long value = roundUp ? roundUp(rValue, stepFactorValue) :
+            roundDown(rValue, stepFactorValue);
+        tmp.setValue(value);
+        ret.setResourceInformation(resource, tmp);
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+    }
+    return ret;
   }
 
   @Override
   public Resource multiplyAndNormalizeUp(Resource r, double by,
       Resource stepFactor) {
-    return Resources.createResource(
-        roundUp(
-            (int)Math.ceil(r.getMemorySize() * by), stepFactor.getMemorySize()),
-        roundUp(
-            (int)Math.ceil(r.getVirtualCores() * by),
-            stepFactor.getVirtualCores())
-        );
+    return this.multiplyAndNormalize(r, by, stepFactor, true);
   }
 
   @Override
   public Resource multiplyAndNormalizeDown(Resource r, double by,
       Resource stepFactor) {
-    return Resources.createResource(
-        roundDown(
-            (int)(r.getMemorySize() * by),
-            stepFactor.getMemorySize()
-            ),
-        roundDown(
-            (int)(r.getVirtualCores() * by),
-            stepFactor.getVirtualCores()
-            )
-        );
+    return this.multiplyAndNormalize(r, by, stepFactor, false);
+  }
+
+  private Resource multiplyAndNormalize(Resource r, double by,
+      Resource stepFactor, boolean roundUp) {
+    Resource ret = Resources.createResource(0, 0);
+    for (String resource : resourceNames) {
+      try {
+        ResourceInformation rResourceInformation =
+            r.getResourceInformation(resource);
+        ResourceInformation stepFactorResourceInformation =
+            stepFactor.getResourceInformation(resource);
+        ResourceInformation tmp =
+            ResourceInformation.newInstance(rResourceInformation);
+
+        Long rValue = rResourceInformation.getValue();
+        Long stepFactorValue = UnitsConversionUtil
+            .convert(stepFactorResourceInformation.getUnits(),
+                rResourceInformation.getUnits(),
+                stepFactorResourceInformation.getValue());
+
+        Long value =
+            roundUp ? roundUp((long) Math.ceil(rValue * by), stepFactorValue) :
+                roundDown((long) (rValue * by), stepFactorValue);
+        tmp.setValue(value);
+        ret.setResourceInformation(resource, tmp);
+      } catch (YarnException ye) {
+        throw new IllegalArgumentException(
+            "Error getting resource information for " + resource, ye);
+      }
+    }
+    return ret;
   }
 
   @Override


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[08/13] hadoop git commit: YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.

Posted by as...@apache.org.
YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.


Project: http://git-wip-us.apache.org/repos/asf/hadoop/repo
Commit: http://git-wip-us.apache.org/repos/asf/hadoop/commit/66c487cd
Tree: http://git-wip-us.apache.org/repos/asf/hadoop/tree/66c487cd
Diff: http://git-wip-us.apache.org/repos/asf/hadoop/diff/66c487cd

Branch: refs/heads/YARN-5501
Commit: 66c487cdd64ddba2ac824bdcce355fae093a7ec5
Parents: f9f7c10
Author: Rohith Sharma K S <ro...@apache.org>
Authored: Mon Sep 12 10:44:26 2016 +0530
Committer: Arun Suresh <as...@apache.org>
Committed: Tue Dec 13 12:10:32 2016 -0800

----------------------------------------------------------------------
 .../api/records/impl/pb/ResourcePBImpl.java     |   4 +-
 .../resource/DominantResourceCalculator.java    |  36 ++--
 .../yarn/util/resource/ResourceUtils.java       |   3 +-
 .../hadoop/yarn/util/resource/Resources.java    | 138 ++++++++++--
 .../yarn/util/resource/TestResourceUtils.java   |  23 ++
 .../yarn/util/resource/TestResources.java       | 212 +++++++++++++++++--
 .../resourcemanager/resource/TestResources.java |  43 ----
 7 files changed, 369 insertions(+), 90 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
index 36e5beb..236a763 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
@@ -156,7 +156,9 @@ public class ResourcePBImpl extends Resource {
       resourceInformation.setName(resource);
     }
     initResources();
-    resources.put(resource, resourceInformation);
+    if (resources.containsKey(resource)) {
+      resources.put(resource, resourceInformation);
+    }
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
index f9386b5..19c9654 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/DominantResourceCalculator.java
@@ -181,8 +181,10 @@ public class DominantResourceCalculator extends ResourceCalculator {
         Long requiredResourceValue = UnitsConversionUtil
             .convert(requiredResource.getUnits(), availableResource.getUnits(),
                 requiredResource.getValue());
-        Long tmp = availableResource.getValue() / requiredResourceValue;
-        min = min < tmp ? min : tmp;
+        if (requiredResourceValue != 0) {
+          Long tmp = availableResource.getValue() / requiredResourceValue;
+          min = min < tmp ? min : tmp;
+        }
       } catch (YarnException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
@@ -291,10 +293,11 @@ public class DominantResourceCalculator extends ResourceCalculator {
             .convert(stepFactorResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 stepFactorResourceInformation.getValue());
-
-        tmp.setValue(
-            Math.min(roundUp(Math.max(rValue, minimumValue), stepFactorValue),
-                maximumValue));
+        Long value = Math.max(rValue, minimumValue);
+        if (stepFactorValue != 0) {
+          value = roundUp(value, stepFactorValue);
+        }
+        tmp.setValue(Math.min(value, maximumValue));
         ret.setResourceInformation(resource, tmp);
       } catch (YarnException ye) {
         throw new IllegalArgumentException(
@@ -330,9 +333,11 @@ public class DominantResourceCalculator extends ResourceCalculator {
             .convert(stepFactorResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 stepFactorResourceInformation.getValue());
-
-        Long value = roundUp ? roundUp(rValue, stepFactorValue) :
-            roundDown(rValue, stepFactorValue);
+        Long value = rValue;
+        if (stepFactorValue != 0) {
+          value = roundUp ? roundUp(rValue, stepFactorValue) :
+              roundDown(rValue, stepFactorValue);
+        }
         tmp.setValue(value);
         ret.setResourceInformation(resource, tmp);
       } catch (YarnException ye) {
@@ -372,10 +377,15 @@ public class DominantResourceCalculator extends ResourceCalculator {
             .convert(stepFactorResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 stepFactorResourceInformation.getValue());
-
-        Long value =
-            roundUp ? roundUp((long) Math.ceil(rValue * by), stepFactorValue) :
-                roundDown((long) (rValue * by), stepFactorValue);
+        Long value;
+        if (stepFactorValue != 0) {
+          value = roundUp ?
+              roundUp((long) Math.ceil(rValue * by), stepFactorValue) :
+              roundDown((long) (rValue * by), stepFactorValue);
+        } else {
+          value =
+              roundUp ? (long) Math.ceil(rValue * by) : (long) (rValue * by);
+        }
         tmp.setValue(value);
         ret.setResourceInformation(resource, tmp);
       } catch (YarnException ye) {

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 109287a..938e462 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -241,7 +241,7 @@ public class ResourceUtils {
     lock = null;
   }
 
-  private static String getUnits(String resourceValue) {
+  public static String getUnits(String resourceValue) {
     String units;
     for (int i = 0; i < resourceValue.length(); i++) {
       if (Character.isAlphabetic(resourceValue.charAt(i))) {
@@ -325,4 +325,5 @@ public class ResourceUtils {
   synchronized public static void resetNodeResources() {
     nodeLock = null;
   }
+
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
index a597295..63986da 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
@@ -25,6 +25,7 @@ import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.Records;
+import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
 import java.util.Collections;
 import java.util.HashMap;
@@ -142,6 +143,11 @@ public class Resources {
           tmp.get(entry.getKey()).setValue(resourceValue);
         }
       }
+      // this is a fix for getVirtualCores returning an int
+      if (resourceValue > Integer.MAX_VALUE) {
+        tmp.get(ResourceInformation.VCORES.getName())
+            .setValue((long) Integer.MAX_VALUE);
+      }
       return tmp;
     }
 
@@ -187,12 +193,30 @@ public class Resources {
   }
 
   public static Resource clone(Resource res) {
-    return createResource(res.getMemorySize(), res.getVirtualCores());
+    Resource ret = Resource.newInstance(0, 0);
+    for (Map.Entry<String, ResourceInformation> entry : res.getResources()
+        .entrySet()) {
+      ret.setResourceInformation(entry.getKey(),
+          ResourceInformation.newInstance(entry.getValue()));
+    }
+    return ret;
   }
 
   public static Resource addTo(Resource lhs, Resource rhs) {
-    lhs.setMemorySize(lhs.getMemorySize() + rhs.getMemorySize());
-    lhs.setVirtualCores(lhs.getVirtualCores() + rhs.getVirtualCores());
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = rhs.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue());
+        lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
+      } catch (YarnException ye) {
+        continue;
+      }
+    }
     return lhs;
   }
 
@@ -201,8 +225,20 @@ public class Resources {
   }
 
   public static Resource subtractFrom(Resource lhs, Resource rhs) {
-    lhs.setMemorySize(lhs.getMemorySize() - rhs.getMemorySize());
-    lhs.setVirtualCores(lhs.getVirtualCores() - rhs.getVirtualCores());
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = rhs.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue());
+        lhs.setResourceValue(name, lhsValue.getValue() - convertedRhs);
+      } catch (YarnException ye) {
+        continue;
+      }
+    }
     return lhs;
   }
 
@@ -215,8 +251,12 @@ public class Resources {
   }
 
   public static Resource multiplyTo(Resource lhs, double by) {
-    lhs.setMemorySize((long)(lhs.getMemorySize() * by));
-    lhs.setVirtualCores((int)(lhs.getVirtualCores() * by));
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      ResourceInformation lhsValue = entry.getValue();
+      lhs.setResourceValue(name, (long) (lhsValue.getValue() * by));
+    }
     return lhs;
   }
 
@@ -230,9 +270,20 @@ public class Resources {
    */
   public static Resource multiplyAndAddTo(
       Resource lhs, Resource rhs, double by) {
-    lhs.setMemorySize(lhs.getMemorySize() + (long)(rhs.getMemorySize() * by));
-    lhs.setVirtualCores(lhs.getVirtualCores()
-        + (int)(rhs.getVirtualCores() * by));
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = rhs.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = (long) (UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue()) * by);
+        lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
+      } catch (YarnException ye) {
+        continue;
+      }
+    }
     return lhs;
   }
 
@@ -248,8 +299,12 @@ public class Resources {
   
   public static Resource multiplyAndRoundDown(Resource lhs, double by) {
     Resource out = clone(lhs);
-    out.setMemorySize((long)(lhs.getMemorySize() * by));
-    out.setVirtualCores((int)(lhs.getVirtualCores() * by));
+    for (Map.Entry<String, ResourceInformation> entry : out.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      ResourceInformation lhsValue = entry.getValue();
+      out.setResourceValue(name, (long) (lhsValue.getValue() * by));
+    }
     return out;
   }
   
@@ -337,8 +392,23 @@ public class Resources {
   }
   
   public static boolean fitsIn(Resource smaller, Resource bigger) {
-    return smaller.getMemorySize() <= bigger.getMemorySize() &&
-        smaller.getVirtualCores() <= bigger.getVirtualCores();
+    for (Map.Entry<String, ResourceInformation> entry : smaller.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = bigger.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue());
+        if(lhsValue.getValue() > convertedRhs) {
+          return false;
+        }
+      } catch (YarnException ye) {
+        return false;
+      }
+    }
+    return true;
   }
 
   public static boolean fitsIn(ResourceCalculator rc, Resource cluster,
@@ -347,12 +417,44 @@ public class Resources {
   }
   
   public static Resource componentwiseMin(Resource lhs, Resource rhs) {
-    return createResource(Math.min(lhs.getMemorySize(), rhs.getMemorySize()),
-        Math.min(lhs.getVirtualCores(), rhs.getVirtualCores()));
+    Resource ret = createResource(0);
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = rhs.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue());
+        ResourceInformation outInfo =
+            lhsValue.getValue() < convertedRhs ? lhsValue : rhsValue;
+        ret.setResourceInformation(name, outInfo);
+      } catch (YarnException ye) {
+        continue;
+      }
+    }
+    return ret;
   }
   
   public static Resource componentwiseMax(Resource lhs, Resource rhs) {
-    return createResource(Math.max(lhs.getMemorySize(), rhs.getMemorySize()),
-        Math.max(lhs.getVirtualCores(), rhs.getVirtualCores()));
+    Resource ret = createResource(0);
+    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
+        .entrySet()) {
+      String name = entry.getKey();
+      try {
+        ResourceInformation rhsValue = rhs.getResourceInformation(name);
+        ResourceInformation lhsValue = entry.getValue();
+        Long convertedRhs = UnitsConversionUtil
+            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
+                rhsValue.getValue());
+        ResourceInformation outInfo =
+            lhsValue.getValue() > convertedRhs ? lhsValue : rhsValue;
+        ret.setResourceInformation(name, outInfo);
+      } catch (YarnException ye) {
+        continue;
+      }
+    }
+    return ret;
   }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
index ab014dd..6f17659 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceUtils.java
@@ -24,6 +24,7 @@ import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.junit.After;
 import org.junit.Assert;
 import org.junit.Before;
 import org.junit.Test;
@@ -51,6 +52,17 @@ public class TestResourceUtils {
     ResourceUtils.resetResourceTypes();
   }
 
+  @After
+  public void teardown() {
+    Configuration conf = new YarnConfiguration();
+    File source = new File(
+        conf.getClassLoader().getResource("resource-types-1.xml").getFile());
+    File dest = new File(source.getParent(), "resource-types.xml");
+    if (dest.exists()) {
+      dest.delete();
+    }
+  }
+
   private void testMemoryAndVcores(Map<String, ResourceInformation> res) {
     String memory = ResourceInformation.MEMORY_MB.getName();
     String vcores = ResourceInformation.VCORES.getName();
@@ -251,6 +263,7 @@ public class TestResourceUtils {
 
     Configuration conf = new YarnConfiguration();
     Map<String, Resource> testRun = new HashMap<>();
+    setupResourceTypes(conf, "resource-types-4.xml");
     // testRun.put("node-resources-1.xml", Resource.newInstance(1024, 1));
     Resource test3Resources = Resource.newInstance(1024, 1);
     test3Resources.setResourceInformation("resource1",
@@ -272,4 +285,14 @@ public class TestResourceUtils {
       Assert.assertEquals(entry.getValue().getResources(), actual);
     }
   }
+
+  public static String setupResourceTypes(Configuration conf, String filename)
+      throws Exception {
+    File source = new File(
+        conf.getClassLoader().getResource(filename).getFile());
+    File dest = new File(source.getParent(), "resource-types.xml");
+    FileUtils.copyFile(source, dest);
+    ResourceUtils.getResourceTypes();
+    return dest.getAbsolutePath();
+  }
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResources.java
index 057214b..75827f6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResources.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResources.java
@@ -18,33 +18,217 @@
 
 package org.apache.hadoop.yarn.util.resource;
 
+import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.junit.After;
+import org.junit.Before;
 import org.junit.Test;
+
+import java.io.File;
+
+import static org.apache.hadoop.yarn.util.resource.Resources.componentwiseMin;
+import static org.apache.hadoop.yarn.util.resource.Resources.componentwiseMax;
+import static org.apache.hadoop.yarn.util.resource.Resources.add;
+import static org.apache.hadoop.yarn.util.resource.Resources.subtract;
+import static org.apache.hadoop.yarn.util.resource.Resources.multiply;
+import static org.apache.hadoop.yarn.util.resource.Resources.multiplyAndAddTo;
+import static org.apache.hadoop.yarn.util.resource.Resources.multiplyAndRoundDown;
+import static org.apache.hadoop.yarn.util.resource.Resources.fitsIn;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
 import static org.junit.Assert.assertTrue;
 
 public class TestResources {
-  
+
+  private static final String EXTRA_RESOURCE_TYPE = "resource2";
+  private String resourceTypesFile;
+
+  private void setupExtraResourceType() throws Exception {
+    Configuration conf = new YarnConfiguration();
+    resourceTypesFile =
+        TestResourceUtils.setupResourceTypes(conf, "resource-types-3.xml");
+  }
+
+  private void unsetExtraResourceType() {
+    deleteResourceTypesFile();
+    ResourceUtils.resetResourceTypes();
+  }
+
+  private void deleteResourceTypesFile() {
+    if (resourceTypesFile != null && !resourceTypesFile.isEmpty()) {
+      File resourceFile = new File(resourceTypesFile);
+      resourceFile.delete();
+    }
+  }
+
+  @Before
+  public void setup() throws Exception {
+    setupExtraResourceType();
+  }
+
+  @After
+  public void teardown() {
+    deleteResourceTypesFile();
+  }
+
   public Resource createResource(long memory, int vCores) {
     return Resource.newInstance(memory, vCores);
   }
 
-  @Test(timeout=1000)
+  public Resource createResource(long memory, int vCores, long resource2) {
+    Resource ret = Resource.newInstance(memory, vCores);
+    ret.setResourceInformation(EXTRA_RESOURCE_TYPE,
+        ResourceInformation.newInstance(EXTRA_RESOURCE_TYPE, resource2));
+    return ret;
+  }
+
+  @Test(timeout = 1000)
   public void testCompareToWithUnboundedResource() {
-    assertTrue(Resources.unbounded().compareTo(
-            createResource(Long.MAX_VALUE, Integer.MAX_VALUE)) == 0);
-    assertTrue(Resources.unbounded().compareTo(
-        createResource(Long.MAX_VALUE, 0)) > 0);
-    assertTrue(Resources.unbounded().compareTo(
-        createResource(0, Integer.MAX_VALUE)) > 0);
+    unsetExtraResourceType();
+    Resource unboundedClone = Resources.clone(Resources.unbounded());
+    assertTrue(unboundedClone
+        .compareTo(createResource(Long.MAX_VALUE, Integer.MAX_VALUE)) == 0);
+    assertTrue(unboundedClone.compareTo(createResource(Long.MAX_VALUE, 0)) > 0);
+    assertTrue(
+        unboundedClone.compareTo(createResource(0, Integer.MAX_VALUE)) > 0);
   }
 
-  @Test(timeout=1000)
+  @Test(timeout = 1000)
   public void testCompareToWithNoneResource() {
     assertTrue(Resources.none().compareTo(createResource(0, 0)) == 0);
-    assertTrue(Resources.none().compareTo(
-        createResource(1, 0)) < 0);
-    assertTrue(Resources.none().compareTo(
-        createResource(0, 1)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(1, 0)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(0, 1)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(0, 0, 0)) == 0);
+    assertTrue(Resources.none().compareTo(createResource(1, 0, 0)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(0, 1, 0)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(0, 0, 1)) < 0);
+    assertTrue(Resources.none().compareTo(createResource(0, 0, 1)) < 0);
+  }
+
+  @Test(timeout = 1000)
+  public void testFitsIn() {
+    assertTrue(fitsIn(createResource(1, 1), createResource(2, 2)));
+    assertTrue(fitsIn(createResource(2, 2), createResource(2, 2)));
+    assertFalse(fitsIn(createResource(2, 2), createResource(1, 1)));
+    assertFalse(fitsIn(createResource(1, 2), createResource(2, 1)));
+    assertFalse(fitsIn(createResource(2, 1), createResource(1, 2)));
+    assertTrue(fitsIn(createResource(1, 1, 1), createResource(2, 2, 2)));
+    assertTrue(fitsIn(createResource(1, 1, 0), createResource(2, 2, 0)));
+    assertTrue(fitsIn(createResource(1, 1, 1), createResource(2, 2, 2)));
+  }
+
+  @Test(timeout = 1000)
+  public void testComponentwiseMin() {
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(1, 1), createResource(2, 2)));
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(2, 2), createResource(1, 1)));
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(1, 2), createResource(2, 1)));
+    assertEquals(createResource(1, 1, 1),
+        componentwiseMin(createResource(1, 1, 1), createResource(2, 2, 2)));
+    assertEquals(createResource(1, 1, 0),
+        componentwiseMin(createResource(2, 2, 2), createResource(1, 1)));
+    assertEquals(createResource(1, 1, 2),
+        componentwiseMin(createResource(1, 2, 2), createResource(2, 1, 3)));
+  }
+
+  @Test
+  public void testComponentwiseMax() {
+    assertEquals(createResource(2, 2),
+        componentwiseMax(createResource(1, 1), createResource(2, 2)));
+    assertEquals(createResource(2, 2),
+        componentwiseMax(createResource(2, 2), createResource(1, 1)));
+    assertEquals(createResource(2, 2),
+        componentwiseMax(createResource(1, 2), createResource(2, 1)));
+    assertEquals(createResource(2, 2, 2),
+        componentwiseMax(createResource(1, 1, 1), createResource(2, 2, 2)));
+    assertEquals(createResource(2, 2, 2),
+        componentwiseMax(createResource(2, 2, 2), createResource(1, 1)));
+    assertEquals(createResource(2, 2, 3),
+        componentwiseMax(createResource(1, 2, 2), createResource(2, 1, 3)));
+    assertEquals(createResource(2, 2, 1),
+        componentwiseMax(createResource(2, 2, 0), createResource(2, 1, 1)));
+  }
+
+  @Test
+  public void testAdd() {
+    assertEquals(createResource(2, 3),
+        add(createResource(1, 1), createResource(1, 2)));
+    assertEquals(createResource(3, 2),
+        add(createResource(1, 1), createResource(2, 1)));
+    assertEquals(createResource(2, 2, 0),
+        add(createResource(1, 1, 0), createResource(1, 1, 0)));
+    assertEquals(createResource(2, 2, 3),
+        add(createResource(1, 1, 1), createResource(1, 1, 2)));
+  }
+
+  @Test
+  public void testSubtract() {
+    assertEquals(createResource(1, 0),
+        subtract(createResource(2, 1), createResource(1, 1)));
+    assertEquals(createResource(0, 1),
+        subtract(createResource(1, 2), createResource(1, 1)));
+    assertEquals(createResource(2, 2, 0),
+        subtract(createResource(3, 3, 0), createResource(1, 1, 0)));
+    assertEquals(createResource(1, 1, 2),
+        subtract(createResource(2, 2, 3), createResource(1, 1, 1)));
+  }
+
+  @Test
+  public void testClone() {
+    assertEquals(createResource(1, 1), Resources.clone(createResource(1, 1)));
+    assertEquals(createResource(1, 1, 0),
+        Resources.clone(createResource(1, 1)));
+    assertEquals(createResource(1, 1),
+        Resources.clone(createResource(1, 1, 0)));
+    assertEquals(createResource(1, 1, 2),
+        Resources.clone(createResource(1, 1, 2)));
+  }
+
+  @Test
+  public void testMultiply() {
+    assertEquals(createResource(4, 2), multiply(createResource(2, 1), 2));
+    assertEquals(createResource(4, 2, 0), multiply(createResource(2, 1), 2));
+    assertEquals(createResource(2, 4), multiply(createResource(1, 2), 2));
+    assertEquals(createResource(2, 4, 0), multiply(createResource(1, 2), 2));
+    assertEquals(createResource(6, 6, 0), multiply(createResource(3, 3, 0), 2));
+    assertEquals(createResource(4, 4, 6), multiply(createResource(2, 2, 3), 2));
+  }
+
+  @Test
+  public void testMultiplyAndRoundDown() {
+    assertEquals(createResource(4, 1),
+        multiplyAndRoundDown(createResource(3, 1), 1.5));
+    assertEquals(createResource(4, 1, 0),
+        multiplyAndRoundDown(createResource(3, 1), 1.5));
+    assertEquals(createResource(1, 4),
+        multiplyAndRoundDown(createResource(1, 3), 1.5));
+    assertEquals(createResource(1, 4, 0),
+        multiplyAndRoundDown(createResource(1, 3), 1.5));
+    assertEquals(createResource(7, 7, 0),
+        multiplyAndRoundDown(createResource(3, 3, 0), 2.5));
+    assertEquals(createResource(2, 2, 7),
+        multiplyAndRoundDown(createResource(1, 1, 3), 2.5));
+  }
+
+  @Test
+  public void testMultiplyAndAddTo() {
+    assertEquals(createResource(6, 4),
+        multiplyAndAddTo(createResource(3, 1), createResource(2, 2), 1.5));
+    assertEquals(createResource(6, 4, 0),
+        multiplyAndAddTo(createResource(3, 1), createResource(2, 2), 1.5));
+    assertEquals(createResource(4, 7),
+        multiplyAndAddTo(createResource(1, 1), createResource(2, 4), 1.5));
+    assertEquals(createResource(4, 7, 0),
+        multiplyAndAddTo(createResource(1, 1), createResource(2, 4), 1.5));
+    assertEquals(createResource(6, 4, 0),
+        multiplyAndAddTo(createResource(3, 1, 0), createResource(2, 2, 0),
+            1.5));
+    assertEquals(createResource(6, 4, 6),
+        multiplyAndAddTo(createResource(3, 1, 2), createResource(2, 2, 3),
+            1.5));
   }
-  
 }

http://git-wip-us.apache.org/repos/asf/hadoop/blob/66c487cd/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResources.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResources.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResources.java
deleted file mode 100644
index ae98660..0000000
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResources.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/**
- * 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.server.resourcemanager.resource;
-
-import static org.apache.hadoop.yarn.util.resource.Resources.*;
-import static org.junit.Assert.*;
-import org.junit.Test;
-
-public class TestResources {
-  @Test(timeout=1000)
-  public void testFitsIn() {
-    assertTrue(fitsIn(createResource(1, 1), createResource(2, 2)));
-    assertTrue(fitsIn(createResource(2, 2), createResource(2, 2)));
-    assertFalse(fitsIn(createResource(2, 2), createResource(1, 1)));
-    assertFalse(fitsIn(createResource(1, 2), createResource(2, 1)));
-    assertFalse(fitsIn(createResource(2, 1), createResource(1, 2)));
-  }
-  
-  @Test(timeout=1000)
-  public void testComponentwiseMin() {
-    assertEquals(createResource(1, 1),
-        componentwiseMin(createResource(1, 1), createResource(2, 2)));
-    assertEquals(createResource(1, 1),
-        componentwiseMin(createResource(2, 2), createResource(1, 1)));
-    assertEquals(createResource(1, 1),
-        componentwiseMin(createResource(1, 2), createResource(2, 1)));
-  }
-}


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