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Posted to common-commits@hadoop.apache.org by jh...@apache.org on 2019/02/01 02:51:01 UTC

[hadoop] branch YARN-8200 updated (1813f58 -> 2800e08)

This is an automated email from the ASF dual-hosted git repository.

jhung pushed a change to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git.


 discard 1813f58  YARN-9187. Backport YARN-6852 for GPU-specific native changes to branch-2
 discard ada42bb  YARN-9175. Null resources check in ResourceInfo for branch-3.0
 discard e576d18  YARN-7137. [YARN-3926] Move newly added APIs to unstable in YARN-3926 branch. Contributed by Wangda Tan.
 discard bb64ef4  YARN-7270 addendum: Reapplied changes after YARN-3926 backports
 discard c6273cc  YARN-9188. Port YARN-7136 to branch-2
 discard 739f457  YARN-7056. [Partial backport] Document Resource Profiles feature. (Sunil G via wangda)
 discard 9076167  YARN-6933. [YARN-3926] ResourceUtils.DISALLOWED_NAMES check is duplicated. Contributed by Manikandan R.
 discard a40df0e  YARN-7093. Improve log message in ResourceUtils. (Sunil G via wangda)
 discard 9c63814  YARN-7039. Fix javac and javadoc errors in YARN-3926 branch. (Sunil G via wangda)
 discard 30e343f  YARN-7067. [YARN-3926] Optimize ResourceType information display in UI. Contributed by Wangda Tan.
 discard 20ba61a  YARN-7043. [Partial backport] Cleanup ResourceProfileManager. (wangda)
 discard 8d59b6a  YARN-6781. [YARN-3926] ResourceUtils#initializeResourcesMap takes an unnecessary Map parameter. Contributed by Yu-Tang Lin.
 discard e30a0b4  YARN-6789. Add Client API to get all supported resource types from RM. (Sunil G via wangda)
 discard 0397097  YARN-7042. Clean up unit tests after YARN-6610. (Daniel Templeton via wangda)
 discard aea166a  YARN-7030. [YARN-3926] Performance optimizations in Resource and ResourceUtils class. Contributed by Wangda Tan.
 discard b7b71a3  YARN-6610. [YARN-3926] DominantResourceCalculator#getResourceAsValue dominant param is updated to handle multiple resources. Contributed by Daniel Templeton.
 discard 059371d  YARN-6892. [YARN-3926] Improve API implementation in Resources and DominantResourceCalculator class. Contributed by Sunil G.
 discard b4e5dbc  YARN-6994. [YARN-3926] Remove last uses of Long from resource types code. (Daniel Templeton via Yufei Gu)
 discard b7bb481  YARN-6788. [YARN-3926] Improve performance of resource profile branch (Contributed by Sunil Govindan via Daniel Templeton)
 discard 11f594d  YARN-6786. [YARN-3926] ResourcePBImpl imports cleanup. Contributed by Yeliang Cang.
 discard 18b1892  YARN-6761. Fix build for YARN-3926 branch. Contributed by Varun Vasudev.
 discard 5518a03  YARN-9182. Backport YARN-6445 resource profile performance improvements to branch-2
 discard 2f1fe7a  YARN-9177. Use resource map for app metrics in TestCombinedSystemMetricsPublisher for branch-2
 discard 093ffcb  YARN-9181. Backport YARN-6232 for generic resource type usage to branch-2
 discard 32091c2  YARN-5588. [Partial backport] [YARN-3926] Add support for resource profiles in distributed shell. Contributed by Varun Vasudev.
 discard d2fd5d0  YARN-5587. [Partial backport] Add support for resource profiles. (vvasudev via asuresh)
 discard f6fbd68  YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.
 discard 3f4fe8d  YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.
 discard a921e3c  YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.
 discard 6756bf3  YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)
 discard ee27266  YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.
 discard 127aa28  YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)
 discard aeddc66  YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)
 discard 7e20225  HADOOP-15610.  Fixed pylint version for Hadoop docker image.                Contributed by Jack Bearden
 discard 57a493c  HADOOP-14816. Update Dockerfile to use Xenial. Contributed by Allen Wittenauer
     new 36f69d1  YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)
     new 1f114d9  YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)
     new 380b168  YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.
     new 159936d  YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)
     new e802cd6  YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.
     new 1530bb3  YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.
     new c405246  YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.
     new b2aac37  YARN-5587. [Partial backport] Add support for resource profiles. (vvasudev via asuresh)
     new 13fad19  YARN-5588. [Partial backport] [YARN-3926] Add support for resource profiles in distributed shell. Contributed by Varun Vasudev.
     new 18f4139  YARN-9181. Backport YARN-6232 for generic resource type usage to branch-2
     new 82d309b  YARN-9177. Use resource map for app metrics in TestCombinedSystemMetricsPublisher for branch-2
     new 2c1d10a  YARN-9182. Backport YARN-6445 resource profile performance improvements to branch-2
     new 8938036  YARN-6761. Fix build for YARN-3926 branch. Contributed by Varun Vasudev.
     new b649fc0  YARN-6786. [YARN-3926] ResourcePBImpl imports cleanup. Contributed by Yeliang Cang.
     new 097a031  YARN-6788. [YARN-3926] Improve performance of resource profile branch (Contributed by Sunil Govindan via Daniel Templeton)
     new 8c4a0e1  YARN-6994. [YARN-3926] Remove last uses of Long from resource types code. (Daniel Templeton via Yufei Gu)
     new 80145c0  YARN-6892. [YARN-3926] Improve API implementation in Resources and DominantResourceCalculator class. Contributed by Sunil G.
     new 3de3df2  YARN-6610. [YARN-3926] DominantResourceCalculator#getResourceAsValue dominant param is updated to handle multiple resources. Contributed by Daniel Templeton.
     new f2badbf  YARN-7030. [YARN-3926] Performance optimizations in Resource and ResourceUtils class. Contributed by Wangda Tan.
     new da8c3e3  YARN-7042. Clean up unit tests after YARN-6610. (Daniel Templeton via wangda)
     new d0d1b1c  YARN-6789. Add Client API to get all supported resource types from RM. (Sunil G via wangda)
     new 1619567  YARN-6781. [YARN-3926] ResourceUtils#initializeResourcesMap takes an unnecessary Map parameter. Contributed by Yu-Tang Lin.
     new c546e84  YARN-7043. [Partial backport] Cleanup ResourceProfileManager. (wangda)
     new 375cf10  YARN-7067. [YARN-3926] Optimize ResourceType information display in UI. Contributed by Wangda Tan.
     new 0bcd71b  YARN-7039. Fix javac and javadoc errors in YARN-3926 branch. (Sunil G via wangda)
     new 36b5069  YARN-7093. Improve log message in ResourceUtils. (Sunil G via wangda)
     new 3575f73  YARN-6933. [YARN-3926] ResourceUtils.DISALLOWED_NAMES check is duplicated. Contributed by Manikandan R.
     new faac5d5  YARN-7056. [Partial backport] Document Resource Profiles feature. (Sunil G via wangda)
     new 7a89dd0  YARN-9188. Port YARN-7136 to branch-2
     new 0f120a5  YARN-7270 addendum: Reapplied changes after YARN-3926 backports
     new db6ea29  YARN-7137. [YARN-3926] Move newly added APIs to unstable in YARN-3926 branch. Contributed by Wangda Tan.
     new 64165d8  YARN-9175. Null resources check in ResourceInfo for branch-3.0
     new 2800e08  YARN-9187. Backport YARN-6852 for GPU-specific native changes to branch-2

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             N -- N -- N   refs/heads/YARN-8200 (2800e08)

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revisions, and so the following emails describe only the N revisions
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Summary of changes:
 dev-support/docker/Dockerfile           | 144 +++++++++++---------------------
 dev-support/docker/hadoop_env_checks.sh |  15 ++--
 2 files changed, 55 insertions(+), 104 deletions(-)


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[hadoop] 25/33: YARN-7039. Fix javac and javadoc errors in YARN-3926 branch. (Sunil G via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 0bcd71bc6f1af4ca9bb7cd58be8c64a1c59a345c
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Tue Aug 22 16:18:01 2017 -0700

    YARN-7039. Fix javac and javadoc errors in YARN-3926 branch. (Sunil G via wangda)
    
    Change-Id: I442bf6d838b3aba83f1f6779cf9dcf8596a2102d
    (cherry picked from commit e490602e9b306d5b8a543b93fb15a7395bb9a03d)
---
 .../src/main/resources/META-INF/LICENSE.txt        | 1661 --------------------
 .../src/main/resources/META-INF/NOTICE.txt         |  283 ----
 .../records/ApplicationResourceUsageReport.java    |    1 -
 .../hadoop/yarn/api/records/ResourceTypeInfo.java  |    6 +-
 .../hadoop/yarn/api/records/impl/package-info.java |    4 +
 .../hadoop/yarn/util/UnitsConversionUtil.java      |    5 +-
 .../hadoop/yarn/util/resource/ResourceUtils.java   |    4 +-
 .../hadoop/yarn/util/resource/package-info.java    |    4 +
 .../hadoop/yarn/conf/TestResourceInformation.java  |    3 +
 .../hadoop/yarn/util/TestUnitsConversionUtil.java  |    8 +-
 .../yarn/applications/distributedshell/Client.java |    1 +
 .../pb/GetAllResourceTypeInfoRequestPBImpl.java    |    3 +-
 .../pb/ApplicationResourceUsageReportPBImpl.java   |    1 -
 .../records/impl/pb/ResourceTypeInfoPBImpl.java    |    2 -
 .../hadoop/yarn/util/resource/Resources.java       |    6 +-
 .../apache/hadoop/yarn/api/TestPBImplRecords.java  |    4 -
 .../yarn/util/resource/TestResourceUtils.java      |   47 +-
 .../server/nodemanager/NodeStatusUpdaterImpl.java  |    8 +-
 .../nodemanager/util/NodeManagerHardwareUtils.java |   36 +-
 .../util/TestNodeManagerHardwareUtils.java         |    2 +-
 20 files changed, 78 insertions(+), 2011 deletions(-)

diff --git a/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt b/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt
deleted file mode 100644
index 44880df..0000000
--- a/hadoop-build-tools/src/main/resources/META-INF/LICENSE.txt
+++ /dev/null
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-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. “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 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 “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. 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 “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 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:
-
-    * 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.
-
-Code generated by the Protocol Buffer compiler is owned by the owner
-of the input file used when generating it.  This code is not
-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
---------------------------------------------------------------------------------
-By obtaining, using and/or copying this work, you (the licensee) agree that you
-have read, understood, and will comply with the following terms and conditions.
-
-Permission to copy, modify, and distribute this software and its documentation,
-with or without modification, for any purpose and without fee or royalty is
-hereby granted, provided that you include the following on ALL copies of the
-software and documentation or portions thereof, including modifications:
-- The full text of this NOTICE in a location viewable to users of the
-redistributed or derivative work.
-- Any pre-existing intellectual property disclaimers, notices, or terms and
-conditions. If none exist, the W3C Software Short Notice should be included
-(hypertext is preferred, text is permitted) within the body of any redistributed
-or derivative code.
-- Notice of any changes or modifications to the files, including the date changes
-were made. (We recommend you provide URIs to the location from which the code is
-derived.)
-
-The binary distribution of this product bundles these dependencies under the
-following license:
-JUnit 4.11
-ecj-4.3.1.jar
---------------------------------------------------------------------------------
-Eclipse Public License - v 1.0
-
-THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC
-LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
-CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
-
-1. DEFINITIONS
-
-"Contribution" means:
-
-a) in the case of the initial Contributor, the initial code and documentation
-distributed under this Agreement, and
-b) in the case of each subsequent Contributor:
-i) changes to the Program, and
-ii) additions to the Program;
-where such changes and/or additions to the Program originate from and are
-distributed by that particular Contributor. A Contribution 'originates' from a
-Contributor if it was added to the Program by such Contributor itself or anyone
-acting on such Contributor's behalf. Contributions do not include additions to
-the Program which: (i) are separate modules of software distributed in
-conjunction with the Program under their own license agreement, and (ii) are not
-derivative works of the Program.
-"Contributor" means any person or entity that distributes the Program.
-
-"Licensed Patents" mean patent claims licensable by a Contributor which are
-necessarily infringed by the use or sale of its Contribution alone or when
-combined with the Program.
-
-"Program" means the Contributions distributed in accordance with this Agreement.
-
-"Recipient" means anyone who receives the Program under this Agreement,
-including all Contributors.
-
-2. GRANT OF RIGHTS
-
-a) Subject to the terms of this Agreement, each Contributor hereby grants
-Recipient a non-exclusive, worldwide, royalty-free copyright license to
-reproduce, prepare derivative works of, publicly display, publicly perform,
-distribute and sublicense the Contribution of such Contributor, if any, and such
-derivative works, in source code and object code form.
-b) Subject to the terms of this Agreement, each Contributor hereby grants
-Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
-Patents to make, use, sell, offer to sell, import and otherwise transfer the
-Contribution of such Contributor, if any, in source code and object code form.
-This patent license shall apply to the combination of the Contribution and the
-Program if, at the time the Contribution is added by the Contributor, such
-addition of the Contribution causes such combination to be covered by the
-Licensed Patents. The patent license shall not apply to any other combinations
-which include the Contribution. No hardware per se is licensed hereunder.
-c) Recipient understands that although each Contributor grants the licenses to
-its Contributions set forth herein, no assurances are provided by any
-Contributor that the Program does not infringe the patent or other intellectual
-property rights of any other entity. Each Contributor disclaims any liability to
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-responsibility to secure any other intellectual property rights needed, if any.
-For example, if a third party patent license is required to allow Recipient to
-distribute the Program, it is Recipient's responsibility to acquire that license
-before distributing the Program.
-d) Each Contributor represents that to its knowledge it has sufficient copyright
-rights in its Contribution, if any, to grant the copyright license set forth in
-this Agreement.
-3. REQUIREMENTS
-
-A Contributor may choose to distribute the Program in object code form under its
-own license agreement, provided that:
-
-a) it complies with the terms and conditions of this Agreement; and
-b) its license agreement:
-i) effectively disclaims on behalf of all Contributors all warranties and
-conditions, express and implied, including warranties or conditions of title and
-non-infringement, and implied warranties or conditions of merchantability and
-fitness for a particular purpose;
-ii) effectively excludes on behalf of all Contributors all liability for
-damages, including direct, indirect, special, incidental and consequential
-damages, such as lost profits;
-iii) states that any provisions which differ from this Agreement are offered by
-that Contributor alone and not by any other party; and
-iv) states that source code for the Program is available from such Contributor,
-and informs licensees how to obtain it in a reasonable manner on or through a
-medium customarily used for software exchange.
-When the Program is made available in source code form:
-
-a) it must be made available under this Agreement; and
-b) a copy of this Agreement must be included with each copy of the Program.
-Contributors may not remove or alter any copyright notices contained within the
-Program.
-
-Each Contributor must identify itself as the originator of its Contribution, if
-any, in a manner that reasonably allows subsequent Recipients to identify the
-originator of the Contribution.
-
-4. COMMERCIAL DISTRIBUTION
-
-Commercial distributors of software may accept certain responsibilities with
-respect to end users, business partners and the like. While this license is
-intended to facilitate the commercial use of the Program, the Contributor who
-includes the Program in a commercial product offering should do so in a manner
-which does not create potential liability for other Contributors. Therefore, if
-a Contributor includes the Program in a commercial product offering, such
-Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
-every other Contributor ("Indemnified Contributor") against any losses, damages
-and costs (collectively "Losses") arising from claims, lawsuits and other legal
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-extent caused by the acts or omissions of such Commercial Contributor in
-connection with its distribution of the Program in a commercial product
-offering. The obligations in this section do not apply to any claims or Losses
-relating to any actual or alleged intellectual property infringement. In order
-to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
-Contributor in writing of such claim, and b) allow the Commercial Contributor to
-control, and cooperate with the Commercial Contributor in, the defense and any
-related settlement negotiations. The Indemnified Contributor may participate in
-any such claim at its own expense.
-
-For example, a Contributor might include the Program in a commercial product
-offering, Product X. That Contributor is then a Commercial Contributor. If that
-Commercial Contributor then makes performance claims, or offers warranties
-related to Product X, those performance claims and warranties are such
-Commercial Contributor's responsibility alone. Under this section, the
-Commercial Contributor would have to defend claims against the other
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-requires any other Contributor to pay any damages as a result, the Commercial
-Contributor must pay those damages.
-
-5. NO WARRANTY
-
-EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
-"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
-IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
-NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
-Recipient is solely responsible for determining the appropriateness of using and
-distributing the Program and assumes all risks associated with its exercise of
-rights under this Agreement , including but not limited to the risks and costs
-of program errors, compliance with applicable laws, damage to or loss of data,
-programs or equipment, and unavailability or interruption of operations.
-
-6. DISCLAIMER OF LIABILITY
-
-EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
-CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
-PROFITS), 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 OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
-GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
-
-7. GENERAL
-
-If any provision of this Agreement is invalid or unenforceable under applicable
-law, it shall not affect the validity or enforceability of the remainder of the
-terms of this Agreement, and without further action by the parties hereto, such
-provision shall be reformed to the minimum extent necessary to make such
-provision valid and enforceable.
-
-If Recipient institutes patent litigation against any entity (including a
-cross-claim or counterclaim in a lawsuit) alleging that the Program itself
-(excluding combinations of the Program with other software or hardware)
-infringes such Recipient's patent(s), then such Recipient's rights granted under
-Section 2(b) shall terminate as of the date such litigation is filed.
-
-All Recipient's rights under this Agreement shall terminate if it fails to
-comply with any of the material terms or conditions of this Agreement and does
-not cure such failure in a reasonable period of time after becoming aware of
-such noncompliance. If all Recipient's rights under this Agreement terminate,
-Recipient agrees to cease use and distribution of the Program as soon as
-reasonably practicable. However, Recipient's obligations under this Agreement
-and any licenses granted by Recipient relating to the Program shall continue and
-survive.
-
-Everyone is permitted to copy and distribute copies of this Agreement, but in
-order to avoid inconsistency the Agreement is copyrighted and may only be
-modified in the following manner. The Agreement Steward reserves the right to
-publish new versions (including revisions) of this Agreement from time to time.
-No one other than the Agreement Steward has the right to modify this Agreement.
-The Eclipse Foundation is the initial Agreement Steward. The Eclipse Foundation
-may assign the responsibility to serve as the Agreement Steward to a suitable
-separate entity. Each new version of the Agreement will be given a
-distinguishing version number. The Program (including Contributions) may always
-be distributed subject to the version of the Agreement under which it was
-received. In addition, after a new version of the Agreement is published,
-Contributor may elect to distribute the Program (including its Contributions)
-under the new version. Except as expressly stated in Sections 2(a) and 2(b)
-above, Recipient receives no rights or licenses to the intellectual property of
-any Contributor under this Agreement, whether expressly, by implication,
-estoppel or otherwise. All rights in the Program not expressly granted under
-this Agreement are reserved.
-
-This Agreement is governed by the laws of the State of New York and the
-intellectual property laws of the United States of America. No party to this
-Agreement will bring a legal action under this Agreement more than one year
-after the cause of action arose. Each party waives its rights to a jury trial in
-any resulting litigation.
-
-The binary distribution of this product bundles these dependencies under the
-following license:
-ASM Core 3.2
-JSch 0.1.51
-ParaNamer Core 2.3
-JLine 0.9.94
-leveldbjni-all 1.8
-Hamcrest Core 1.3
-xmlenc Library 0.52
---------------------------------------------------------------------------------
-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 <organization> 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 <COPYRIGHT HOLDER> 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:
-FindBugs-jsr305 3.0.0
---------------------------------------------------------------------------------
-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 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 views and conclusions contained in the software and documentation are those
-of the authors and should not be interpreted as representing official policies,
-either expressed or implied, of the FreeBSD Project.
diff --git a/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt b/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt
deleted file mode 100644
index 63fbc9d..0000000
--- a/hadoop-build-tools/src/main/resources/META-INF/NOTICE.txt
+++ /dev/null
@@ -1,283 +0,0 @@
-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
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
index f9c8975..d2e33ff 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
@@ -24,7 +24,6 @@ import org.apache.hadoop.classification.InterfaceStability.Stable;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.util.Records;
 
-import java.util.HashMap;
 import java.util.Map;
 
 /**
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
index d85cf0c..b6f7f14 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
@@ -19,9 +19,7 @@
 package org.apache.hadoop.yarn.api.records;
 
 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.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.util.Records;
 
@@ -111,7 +109,7 @@ public abstract class ResourceTypeInfo implements Comparable<ResourceTypeInfo> {
   }
 
   /**
-   * Create a new instance of ResourceTypeInfo from name, units
+   * Create a new instance of ResourceTypeInfo from name, units.
    *
    * @param name name of resource type
    * @param units units of resource type
@@ -124,7 +122,7 @@ public abstract class ResourceTypeInfo implements Comparable<ResourceTypeInfo> {
   }
 
   /**
-   * Create a new instance of ResourceTypeInfo from name
+   * Create a new instance of ResourceTypeInfo from name.
    *
    * @param name name of resource type
    * @return the new ResourceTypeInfo object
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java
index d04e339..b2420bc 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java
@@ -15,6 +15,10 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+/**
+ * Package org.apache.hadoop.yarn.api.records.impl contains classes
+ * which define basic resources.
+ */
 @InterfaceAudience.Public
 @InterfaceStability.Unstable
 package org.apache.hadoop.yarn.api.records.impl;
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 7b737bc..7a212e1 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
@@ -45,9 +45,8 @@ public class UnitsConversionUtil {
     }
   }
 
-  private static final String[] UNITS =
-      { "p", "n", "u", "m", "", "k", "M", "G", "T", "P", "Ki", "Mi", "Gi", "Ti",
-          "Pi" };
+  private static final String[] UNITS = {"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 =
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index b81c327..ed16104 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -466,8 +466,8 @@ public class ResourceUtils {
     return readOnlyNodeResources;
   }
 
-  private static Map<String, ResourceInformation>
-  initializeNodeResourceInformation(Configuration conf) {
+  private static Map<String, ResourceInformation> initializeNodeResourceInformation(
+      Configuration conf) {
     Map<String, ResourceInformation> nodeResources = new HashMap<>();
     try {
       addResourcesFileToConf(
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
index 01c7eb0..1e925d7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
@@ -15,6 +15,10 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+/**
+ * Package org.apache.hadoop.yarn.util.resource contains classes
+ * which is used as utility class for resource profile computations.
+ */
 @InterfaceAudience.Public
 @InterfaceStability.Unstable
 package org.apache.hadoop.yarn.util.resource;
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
index 2efb990..66bf320 100644
--- 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
@@ -22,6 +22,9 @@ import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.junit.Assert;
 import org.junit.Test;
 
+/**
+ * Test class to verify various resource informations in a given resource.
+ */
 public class TestResourceInformation {
 
   @Test
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 0b512a5..a412fae 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
@@ -21,6 +21,10 @@ package org.apache.hadoop.yarn.util;
 import org.junit.Assert;
 import org.junit.Test;
 
+/**
+ * Test class to handle all test cases needed to verify basic unit conversion
+ * scenarios.
+ */
 public class TestUnitsConversionUtil {
 
   @Test
@@ -87,13 +91,13 @@ public class TestUnitsConversionUtil {
       UnitsConversionUtil.convert("P", "p", test);
       Assert.fail("this operation should result in an overflow");
     } catch (IllegalArgumentException ie) {
-      ; // do nothing
+      // 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
+      // do nothing
     }
   }
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
index 50f5bdf..b3a6fff 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
@@ -79,6 +79,7 @@ import org.apache.hadoop.yarn.client.api.YarnClient;
 import org.apache.hadoop.yarn.client.api.YarnClientApplication;
 import org.apache.hadoop.yarn.client.util.YarnClientUtils;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.exceptions.YARNFeatureNotEnabledException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.ConverterUtils;
 import org.apache.hadoop.yarn.util.timeline.TimelineUtils;
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java
index b43a3b1..b3f4692 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java
@@ -60,8 +60,9 @@ public class GetAllResourceTypeInfoRequestPBImpl
 
   @Override
   public boolean equals(Object other) {
-    if (other == null)
+    if (other == null) {
       return false;
+    }
     if (other.getClass().isAssignableFrom(this.getClass())) {
       return this.getProto().equals(this.getClass().cast(other).getProto());
     }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
index 2f94a24..14ede5d 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
@@ -29,7 +29,6 @@ import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
 
 import com.google.protobuf.TextFormat;
 
-import java.util.HashMap;
 import java.util.Map;
 
 @Private
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java
index 0454b96..17230e7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java
@@ -26,8 +26,6 @@ import org.apache.hadoop.yarn.proto.YarnProtos;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypeInfoProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypesProto;
 
-import com.google.common.base.Preconditions;
-
 /**
  * {@code ResourceTypeInfoPBImpl} which implements the
  * {@link ResourceTypeInfo} class which represents different resource types
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 54ef036..1e2ce15 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
@@ -30,6 +30,10 @@ import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
 import java.util.Arrays;
 
+/**
+ * Resources is a computation class which provides a set of apis to do
+ * mathematical operations on Resource object.
+ */
 @InterfaceAudience.LimitedPrivate({ "YARN", "MapReduce" })
 @Unstable
 public class Resources {
@@ -47,7 +51,7 @@ public class Resources {
     private String name;
 
     /**
-     * Constructor for a fixed value resource
+     * 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
      */
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 2c2936e..62a4fee 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
@@ -30,8 +30,6 @@ import org.apache.hadoop.security.proto.SecurityProtos.TokenProto;
 import org.apache.hadoop.yarn.api.protocolrecords.CommitResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.ContainerUpdateRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.ContainerUpdateResponse;
-import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoRequest;
-import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.IncreaseContainersResourceRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.IncreaseContainersResourceResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.ReInitializeContainerRequest;
@@ -145,7 +143,6 @@ import org.apache.hadoop.yarn.api.records.ReservationRequest;
 import org.apache.hadoop.yarn.api.records.ReservationRequests;
 import org.apache.hadoop.yarn.api.records.Resource;
 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;
@@ -343,7 +340,6 @@ import org.junit.Ignore;
 import org.junit.Test;
 
 import com.google.common.collect.ImmutableSet;
-import java.io.IOException;
 import java.util.Arrays;
 
 /**
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 4e4671a..a5550a7 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
@@ -33,6 +33,9 @@ import java.io.File;
 import java.util.HashMap;
 import java.util.Map;
 
+/**
+ * Test class to verify all resource utility methods.
+ */
 public class TestResourceUtils {
 
   static class ResourceFileInformation {
@@ -106,8 +109,8 @@ public class TestResourceUtils {
     testFile4.resourceNameUnitsMap.put("resource1", "G");
     testFile4.resourceNameUnitsMap.put("resource2", "m");
 
-    ResourceFileInformation[] tests =
-        { testFile1, testFile2, testFile3, testFile4 };
+    ResourceFileInformation[] tests = {testFile1, testFile2, testFile3,
+        testFile4};
     Map<String, ResourceInformation> res;
     for (ResourceFileInformation testInformation : tests) {
       ResourceUtils.resetResourceTypes();
@@ -134,9 +137,9 @@ public class TestResourceUtils {
   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" };
+    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;
@@ -159,15 +162,15 @@ public class TestResourceUtils {
 
   @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[] 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 };
+    String[][][] allTests = {test1, test2, test3, test4};
 
     for (String[][] test : allTests) {
 
@@ -221,19 +224,19 @@ public class TestResourceUtils {
   @Test
   public void testInitializeResourcesMapErrors() throws Exception {
 
-    String[] mem1 = { "memory-mb", "" };
-    String[] vcores1 = { "vcores", "M" };
+    String[] mem1 = {"memory-mb", ""};
+    String[] vcores1 = {"vcores", "M"};
 
-    String[] mem2 = { "memory-mb", "m" };
-    String[] vcores2 = { "vcores", "G" };
+    String[] mem2 = {"memory-mb", "m"};
+    String[] vcores2 = {"vcores", "G"};
 
-    String[] mem3 = { "memory", "" };
+    String[] mem3 = {"memory", ""};
 
-    String[][] test1 = { mem1, vcores1 };
-    String[][] test2 = { mem2, vcores2 };
-    String[][] test3 = { mem3 };
+    String[][] test1 = {mem1, vcores1};
+    String[][] test2 = {mem2, vcores2};
+    String[][] test3 = {mem3};
 
-    String[][][] allTests = { test1, test2, test3 };
+    String[][][] allTests = {test1, test2, test3};
 
     for (String[][] test : allTests) {
 
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 d1adcc8..888ee85 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
@@ -175,12 +175,12 @@ public class NodeStatusUpdaterImpl extends AbstractService implements
   @Override
   protected void serviceInit(Configuration conf) throws Exception {
     this.totalResource = NodeManagerHardwareUtils.getNodeResources(conf);
-    int memoryMb = totalResource.getMemory();
+    long memoryMb = totalResource.getMemorySize();
     float vMemToPMem =
         conf.getFloat(
             YarnConfiguration.NM_VMEM_PMEM_RATIO, 
             YarnConfiguration.DEFAULT_NM_VMEM_PMEM_RATIO); 
-    int virtualMemoryMb = (int)Math.ceil(memoryMb * vMemToPMem);
+    long virtualMemoryMb = (long)Math.ceil(memoryMb * vMemToPMem);
     
     int virtualCores = totalResource.getVirtualCores();
     LOG.info("Nodemanager resources: memory set to " + memoryMb + "MB.");
@@ -190,12 +190,12 @@ public class NodeStatusUpdaterImpl extends AbstractService implements
     metrics.addResource(totalResource);
 
     // Get actual node physical resources
-    int physicalMemoryMb = memoryMb;
+    long physicalMemoryMb = memoryMb;
     int physicalCores = virtualCores;
     ResourceCalculatorPlugin rcp =
         ResourceCalculatorPlugin.getNodeResourceMonitorPlugin(conf);
     if (rcp != null) {
-      physicalMemoryMb = (int) (rcp.getPhysicalMemorySize() / (1024 * 1024));
+      physicalMemoryMb = rcp.getPhysicalMemorySize() / (1024 * 1024);
       physicalCores = rcp.getNumProcessors();
     }
     this.physicalResource =
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 40f6fad..6fe5bbe 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
@@ -246,8 +246,8 @@ public class NodeManagerHardwareUtils {
     return cores;
   }
 
-  private static int getConfiguredMemoryMB(Configuration conf) {
-    int memoryMb = conf.getInt(YarnConfiguration.NM_PMEM_MB,
+  private static long getConfiguredMemoryMB(Configuration conf) {
+    long memoryMb = conf.getLong(YarnConfiguration.NM_PMEM_MB,
         YarnConfiguration.DEFAULT_NM_PMEM_MB);
     if (memoryMb == -1) {
       memoryMb = YarnConfiguration.DEFAULT_NM_PMEM_MB;
@@ -270,7 +270,7 @@ public class NodeManagerHardwareUtils {
    *          - the configuration for the NodeManager
    * @return the amount of memory that will be used for YARN containers in MB.
    */
-  public static int getContainerMemoryMB(Configuration conf) {
+  public static long getContainerMemoryMB(Configuration conf) {
     if (!isHardwareDetectionEnabled(conf)) {
       return getConfiguredMemoryMB(conf);
     }
@@ -299,7 +299,7 @@ public class NodeManagerHardwareUtils {
    *          - the configuration for the NodeManager
    * @return the amount of memory that will be used for YARN containers in MB.
    */
-  public static int getContainerMemoryMB(ResourceCalculatorPlugin plugin,
+  public static long getContainerMemoryMB(ResourceCalculatorPlugin plugin,
       Configuration conf) {
     if (!isHardwareDetectionEnabled(conf) || plugin == null) {
       return getConfiguredMemoryMB(conf);
@@ -307,26 +307,24 @@ public class NodeManagerHardwareUtils {
     return getContainerMemoryMBInternal(plugin, conf);
   }
 
-  private static int getContainerMemoryMBInternal(ResourceCalculatorPlugin plugin,
+  private static long getContainerMemoryMBInternal(ResourceCalculatorPlugin plugin,
       Configuration conf) {
-    int memoryMb = conf.getInt(YarnConfiguration.NM_PMEM_MB, -1);
+    long memoryMb = conf.getInt(YarnConfiguration.NM_PMEM_MB, -1);
     if (memoryMb == -1) {
-      int physicalMemoryMB =
-          (int) (plugin.getPhysicalMemorySize() / (1024 * 1024));
-      int hadoopHeapSizeMB =
-          (int) (Runtime.getRuntime().maxMemory() / (1024 * 1024));
-      int containerPhysicalMemoryMB =
-          (int) (0.8f * (physicalMemoryMB - (2 * hadoopHeapSizeMB)));
-      int reservedMemoryMB =
-          conf.getInt(YarnConfiguration.NM_SYSTEM_RESERVED_PMEM_MB, -1);
+      long physicalMemoryMB = (plugin.getPhysicalMemorySize() / (1024 * 1024));
+      long hadoopHeapSizeMB = (Runtime.getRuntime().maxMemory()
+          / (1024 * 1024));
+      long containerPhysicalMemoryMB = (long) (0.8f
+          * (physicalMemoryMB - (2 * hadoopHeapSizeMB)));
+      long reservedMemoryMB = conf
+          .getInt(YarnConfiguration.NM_SYSTEM_RESERVED_PMEM_MB, -1);
       if (reservedMemoryMB != -1) {
         containerPhysicalMemoryMB = physicalMemoryMB - reservedMemoryMB;
       }
-      if(containerPhysicalMemoryMB <= 0) {
+      if (containerPhysicalMemoryMB <= 0) {
         LOG.error("Calculated memory for YARN containers is too low."
             + " Node memory is " + physicalMemoryMB
-            + " MB, system reserved memory is "
-            + reservedMemoryMB + " MB.");
+            + " MB, system reserved memory is " + reservedMemoryMB + " MB.");
       }
       containerPhysicalMemoryMB = Math.max(containerPhysicalMemoryMB, 0);
       memoryMb = containerPhysicalMemoryMB;
@@ -365,8 +363,8 @@ public class NodeManagerHardwareUtils {
       }
       ResourceInformation memResInfo = resourceInformation.get(memory);
       if(memResInfo.getValue() == 0) {
-        ret.setMemory(getContainerMemoryMB(conf));
-        LOG.debug("Set memory to " + ret.getMemory());
+        ret.setMemorySize(getContainerMemoryMB(conf));
+        LOG.debug("Set memory to " + ret.getMemorySize());
       }
     }
     if (resourceInformation.containsKey(vcores)) {
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/util/TestNodeManagerHardwareUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/util/TestNodeManagerHardwareUtils.java
index 4add586..767c308 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/util/TestNodeManagerHardwareUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/util/TestNodeManagerHardwareUtils.java
@@ -172,7 +172,7 @@ public class TestNodeManagerHardwareUtils {
     YarnConfiguration conf = new YarnConfiguration();
     conf.setBoolean(YarnConfiguration.NM_ENABLE_HARDWARE_CAPABILITY_DETECTION,
         true);
-    int mem = NodeManagerHardwareUtils.getContainerMemoryMB(null, conf);
+    long mem = NodeManagerHardwareUtils.getContainerMemoryMB(null, conf);
     Assert.assertEquals(YarnConfiguration.DEFAULT_NM_PMEM_MB, mem);
 
     mem = NodeManagerHardwareUtils.getContainerMemoryMB(plugin, conf);


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[hadoop] 07/33: YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit c405246bcc631738c88706340341b46f5a0827c9
Author: Rohith Sharma K S <ro...@apache.org>
AuthorDate: Mon Sep 12 10:44:26 2016 +0530

    YARN-5586. Update the Resources class to consider all resource types. Contributed by Varun Vasudev.
    
    (cherry picked from commit 239c1824a07fede71dd751ed2c1f40036b22170e)
---
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |   4 +-
 .../util/resource/DominantResourceCalculator.java  |  36 ++--
 .../hadoop/yarn/util/resource/ResourceUtils.java   |   3 +-
 .../hadoop/yarn/util/resource/Resources.java       | 138 ++++++++++++--
 .../yarn/util/resource/TestResourceUtils.java      |  23 +++
 .../hadoop/yarn/util/resource/TestResources.java   | 207 +++++++++++++++++++--
 .../resourcemanager/resource/TestResources.java    |  43 -----
 7 files changed, 366 insertions(+), 88 deletions(-)

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 5f32648..472e645 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
@@ -170,7 +170,9 @@ public class ResourcePBImpl extends Resource {
       resourceInformation.setName(resource);
     }
     initResources();
-    resources.put(resource, resourceInformation);
+    if (resources.containsKey(resource)) {
+      resources.put(resource, resourceInformation);
+    }
   }
 
   @Override
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 3c4413c..7db1da4 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
@@ -183,8 +183,10 @@ 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);
@@ -301,10 +303,11 @@ 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(
@@ -340,9 +343,11 @@ 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) {
@@ -382,10 +387,15 @@ 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) {
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;
   }
+
 }
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 73776e7..a591be9 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;
   }
 
@@ -233,8 +269,12 @@ 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;
   }
 
@@ -248,9 +288,20 @@ 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;
   }
 
@@ -266,8 +317,12 @@ 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;
   }
 
@@ -367,8 +422,23 @@ 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,
@@ -377,13 +447,45 @@ 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;
   }
 
   public static boolean isAnyMajorResourceZero(ResourceCalculator rc,
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();
+  }
 }
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 d79179a..d81dcdb 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
@@ -18,35 +18,93 @@
 
 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=10000)
+  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 = 10000)
   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=10000)
   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=10000)
@@ -69,4 +127,129 @@ public class TestResources {
     assertEquals(memoryErrorMsg, result.getMemorySize(), 0);
     assertEquals(vcoreErrorMsg, result.getVirtualCores(), 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));
+  }
 }
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 2a10747..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=10000)
-  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=10000)
-  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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[hadoop] 01/33: YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 36f69d11e424ca53c62b454cdfa688464af58252
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Thu Sep 10 09:43:26 2015 -0700

    YARN-4081. Add support for multiple resource types in the Resource class. (Varun Vasudev via wangda)
    
    (cherry picked from commit 1bbab7c1570a2438b2fa6da70397dd1d5211a137)
    
    Conflicts:
    	hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java
    	hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java
---
 .../src/main/resources/META-INF/LICENSE.txt        | 1661 ++++++++++++++++++++
 .../src/main/resources/META-INF/NOTICE.txt         |  283 ++++
 .../yarn/api/protocolrecords/ResourceTypes.java    |   27 +
 .../apache/hadoop/yarn/api/records/Resource.java   |  205 ++-
 .../yarn/api/records/ResourceInformation.java      |  218 +++
 .../yarn/exceptions/ResourceNotFoundException.java |   45 +
 .../hadoop/yarn/util/UnitsConversionUtil.java      |  197 +++
 .../src/main/proto/yarn_protos.proto               |   12 +
 .../hadoop/yarn/conf/TestResourceInformation.java  |   70 +
 .../hadoop/yarn/util/TestUnitsConversionUtil.java  |  120 ++
 .../yarn/api/records/impl/pb/ProtoUtils.java       |   13 +
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  193 ++-
 .../hadoop/yarn/util/resource/Resources.java       |  139 +-
 .../apache/hadoop/yarn/api/TestPBImplRecords.java  |    4 +
 14 files changed, 3105 insertions(+), 82 deletions(-)

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 @@
+
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+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
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+ */
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+For portions of the native implementation of slicing-by-8 CRC calculation
+in src/main/native/src/org/apache/hadoop/util:
+
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+ *   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)
+
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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
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+
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+   (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.
+
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+
+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.
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+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.
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+IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
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+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:
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+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.
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+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
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+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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+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. “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 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 “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. 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 “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 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:
+
+    * 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.
+
+Code generated by the Protocol Buffer compiler is owned by the owner
+of the input file used when generating it.  This code is not
+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
+--------------------------------------------------------------------------------
+By obtaining, using and/or copying this work, you (the licensee) agree that you
+have read, understood, and will comply with the following terms and conditions.
+
+Permission to copy, modify, and distribute this software and its documentation,
+with or without modification, for any purpose and without fee or royalty is
+hereby granted, provided that you include the following on ALL copies of the
+software and documentation or portions thereof, including modifications:
+- The full text of this NOTICE in a location viewable to users of the
+redistributed or derivative work.
+- Any pre-existing intellectual property disclaimers, notices, or terms and
+conditions. If none exist, the W3C Software Short Notice should be included
+(hypertext is preferred, text is permitted) within the body of any redistributed
+or derivative code.
+- Notice of any changes or modifications to the files, including the date changes
+were made. (We recommend you provide URIs to the location from which the code is
+derived.)
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+JUnit 4.11
+ecj-4.3.1.jar
+--------------------------------------------------------------------------------
+Eclipse Public License - v 1.0
+
+THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC
+LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+1. DEFINITIONS
+
+"Contribution" means:
+
+a) in the case of the initial Contributor, the initial code and documentation
+distributed under this Agreement, and
+b) in the case of each subsequent Contributor:
+i) changes to the Program, and
+ii) additions to the Program;
+where such changes and/or additions to the Program originate from and are
+distributed by that particular Contributor. A Contribution 'originates' from a
+Contributor if it was added to the Program by such Contributor itself or anyone
+acting on such Contributor's behalf. Contributions do not include additions to
+the Program which: (i) are separate modules of software distributed in
+conjunction with the Program under their own license agreement, and (ii) are not
+derivative works of the Program.
+"Contributor" means any person or entity that distributes the Program.
+
+"Licensed Patents" mean patent claims licensable by a Contributor which are
+necessarily infringed by the use or sale of its Contribution alone or when
+combined with the Program.
+
+"Program" means the Contributions distributed in accordance with this Agreement.
+
+"Recipient" means anyone who receives the Program under this Agreement,
+including all Contributors.
+
+2. GRANT OF RIGHTS
+
+a) Subject to the terms of this Agreement, each Contributor hereby grants
+Recipient a non-exclusive, worldwide, royalty-free copyright license to
+reproduce, prepare derivative works of, publicly display, publicly perform,
+distribute and sublicense the Contribution of such Contributor, if any, and such
+derivative works, in source code and object code form.
+b) Subject to the terms of this Agreement, each Contributor hereby grants
+Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+Patents to make, use, sell, offer to sell, import and otherwise transfer the
+Contribution of such Contributor, if any, in source code and object code form.
+This patent license shall apply to the combination of the Contribution and the
+Program if, at the time the Contribution is added by the Contributor, such
+addition of the Contribution causes such combination to be covered by the
+Licensed Patents. The patent license shall not apply to any other combinations
+which include the Contribution. No hardware per se is licensed hereunder.
+c) Recipient understands that although each Contributor grants the licenses to
+its Contributions set forth herein, no assurances are provided by any
+Contributor that the Program does not infringe the patent or other intellectual
+property rights of any other entity. Each Contributor disclaims any liability to
+Recipient for claims brought by any other entity based on infringement of
+intellectual property rights or otherwise. As a condition to exercising the
+rights and licenses granted hereunder, each Recipient hereby assumes sole
+responsibility to secure any other intellectual property rights needed, if any.
+For example, if a third party patent license is required to allow Recipient to
+distribute the Program, it is Recipient's responsibility to acquire that license
+before distributing the Program.
+d) Each Contributor represents that to its knowledge it has sufficient copyright
+rights in its Contribution, if any, to grant the copyright license set forth in
+this Agreement.
+3. REQUIREMENTS
+
+A Contributor may choose to distribute the Program in object code form under its
+own license agreement, provided that:
+
+a) it complies with the terms and conditions of this Agreement; and
+b) its license agreement:
+i) effectively disclaims on behalf of all Contributors all warranties and
+conditions, express and implied, including warranties or conditions of title and
+non-infringement, and implied warranties or conditions of merchantability and
+fitness for a particular purpose;
+ii) effectively excludes on behalf of all Contributors all liability for
+damages, including direct, indirect, special, incidental and consequential
+damages, such as lost profits;
+iii) states that any provisions which differ from this Agreement are offered by
+that Contributor alone and not by any other party; and
+iv) states that source code for the Program is available from such Contributor,
+and informs licensees how to obtain it in a reasonable manner on or through a
+medium customarily used for software exchange.
+When the Program is made available in source code form:
+
+a) it must be made available under this Agreement; and
+b) a copy of this Agreement must be included with each copy of the Program.
+Contributors may not remove or alter any copyright notices contained within the
+Program.
+
+Each Contributor must identify itself as the originator of its Contribution, if
+any, in a manner that reasonably allows subsequent Recipients to identify the
+originator of the Contribution.
+
+4. COMMERCIAL DISTRIBUTION
+
+Commercial distributors of software may accept certain responsibilities with
+respect to end users, business partners and the like. While this license is
+intended to facilitate the commercial use of the Program, the Contributor who
+includes the Program in a commercial product offering should do so in a manner
+which does not create potential liability for other Contributors. Therefore, if
+a Contributor includes the Program in a commercial product offering, such
+Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+every other Contributor ("Indemnified Contributor") against any losses, damages
+and costs (collectively "Losses") arising from claims, lawsuits and other legal
+actions brought by a third party against the Indemnified Contributor to the
+extent caused by the acts or omissions of such Commercial Contributor in
+connection with its distribution of the Program in a commercial product
+offering. The obligations in this section do not apply to any claims or Losses
+relating to any actual or alleged intellectual property infringement. In order
+to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+Contributor in writing of such claim, and b) allow the Commercial Contributor to
+control, and cooperate with the Commercial Contributor in, the defense and any
+related settlement negotiations. The Indemnified Contributor may participate in
+any such claim at its own expense.
+
+For example, a Contributor might include the Program in a commercial product
+offering, Product X. That Contributor is then a Commercial Contributor. If that
+Commercial Contributor then makes performance claims, or offers warranties
+related to Product X, those performance claims and warranties are such
+Commercial Contributor's responsibility alone. Under this section, the
+Commercial Contributor would have to defend claims against the other
+Contributors related to those performance claims and warranties, and if a court
+requires any other Contributor to pay any damages as a result, the Commercial
+Contributor must pay those damages.
+
+5. NO WARRANTY
+
+EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+Recipient is solely responsible for determining the appropriateness of using and
+distributing the Program and assumes all risks associated with its exercise of
+rights under this Agreement , including but not limited to the risks and costs
+of program errors, compliance with applicable laws, damage to or loss of data,
+programs or equipment, and unavailability or interruption of operations.
+
+6. DISCLAIMER OF LIABILITY
+
+EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+PROFITS), 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 OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+7. GENERAL
+
+If any provision of this Agreement is invalid or unenforceable under applicable
+law, it shall not affect the validity or enforceability of the remainder of the
+terms of this Agreement, and without further action by the parties hereto, such
+provision shall be reformed to the minimum extent necessary to make such
+provision valid and enforceable.
+
+If Recipient institutes patent litigation against any entity (including a
+cross-claim or counterclaim in a lawsuit) alleging that the Program itself
+(excluding combinations of the Program with other software or hardware)
+infringes such Recipient's patent(s), then such Recipient's rights granted under
+Section 2(b) shall terminate as of the date such litigation is filed.
+
+All Recipient's rights under this Agreement shall terminate if it fails to
+comply with any of the material terms or conditions of this Agreement and does
+not cure such failure in a reasonable period of time after becoming aware of
+such noncompliance. If all Recipient's rights under this Agreement terminate,
+Recipient agrees to cease use and distribution of the Program as soon as
+reasonably practicable. However, Recipient's obligations under this Agreement
+and any licenses granted by Recipient relating to the Program shall continue and
+survive.
+
+Everyone is permitted to copy and distribute copies of this Agreement, but in
+order to avoid inconsistency the Agreement is copyrighted and may only be
+modified in the following manner. The Agreement Steward reserves the right to
+publish new versions (including revisions) of this Agreement from time to time.
+No one other than the Agreement Steward has the right to modify this Agreement.
+The Eclipse Foundation is the initial Agreement Steward. The Eclipse Foundation
+may assign the responsibility to serve as the Agreement Steward to a suitable
+separate entity. Each new version of the Agreement will be given a
+distinguishing version number. The Program (including Contributions) may always
+be distributed subject to the version of the Agreement under which it was
+received. In addition, after a new version of the Agreement is published,
+Contributor may elect to distribute the Program (including its Contributions)
+under the new version. Except as expressly stated in Sections 2(a) and 2(b)
+above, Recipient receives no rights or licenses to the intellectual property of
+any Contributor under this Agreement, whether expressly, by implication,
+estoppel or otherwise. All rights in the Program not expressly granted under
+this Agreement are reserved.
+
+This Agreement is governed by the laws of the State of New York and the
+intellectual property laws of the United States of America. No party to this
+Agreement will bring a legal action under this Agreement more than one year
+after the cause of action arose. Each party waives its rights to a jury trial in
+any resulting litigation.
+
+The binary distribution of this product bundles these dependencies under the
+following license:
+ASM Core 3.2
+JSch 0.1.51
+ParaNamer Core 2.3
+JLine 0.9.94
+leveldbjni-all 1.8
+Hamcrest Core 1.3
+xmlenc Library 0.52
+--------------------------------------------------------------------------------
+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 <organization> 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 <COPYRIGHT HOLDER> 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:
+FindBugs-jsr305 3.0.0
+--------------------------------------------------------------------------------
+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 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 views and conclusions contained in the software and documentation are those
+of the authors and should not be interpreted as representing official policies,
+either expressed or implied, of the FreeBSD Project.
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
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
+}
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 89ca5d6..fab8063 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
@@ -23,7 +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 
@@ -38,10 +42,10 @@ import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
  * 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>
  * 
@@ -97,19 +101,40 @@ public abstract class Resource implements Comparable<Resource> {
     return new SimpleResource(memory, vCores);
   }
 
+  @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
@@ -120,8 +145,14 @@ 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
@@ -143,10 +174,11 @@ 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
@@ -157,16 +189,84 @@ 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;
@@ -174,23 +274,34 @@ 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
@@ -204,7 +315,53 @@ public abstract class Resource implements Comparable<Resource> {
 
   @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);
   }
 
   /**
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;
+  }
+}
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);
+  }
+}
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);
+    }
+  }
+}
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 80c043f..a7bf414 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 {
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());
+  }
+}
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));
+
+  }
+}
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 df766d3..662db5e 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;
@@ -73,6 +74,7 @@ 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;
@@ -449,6 +451,17 @@ 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());
+  }
 }
 
 
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 e6295bf..6cd824c 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.records.*;
+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
@@ -32,6 +40,9 @@ public class ResourcePBImpl extends Resource {
   ResourceProto.Builder builder = null;
   boolean viaProto = false;
 
+  private Map<String, ResourceInformation> resources;
+
+
   // call via ProtoUtils.convertToProtoFormat(Resource)
   static ResourceProto getProto(Resource r) {
     final ResourcePBImpl pb;
@@ -52,9 +63,12 @@ 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;
@@ -75,8 +89,16 @@ public class ResourcePBImpl extends Resource {
 
   @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
@@ -87,19 +109,172 @@ 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();
+    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();
+    if (resource == null || resourceInformation == null) {
+      throw new IllegalArgumentException(
+          "resource and/or resourceInformation cannot be null");
+    }
+    if (!resource.equals(resourceInformation.getName())) {
+      resourceInformation.setName(resource);
+    }
+    initResourcesMap();
+    resources.put(resource, resourceInformation);
+  }
+
+  @Override
+  public void setResourceValue(String resource, Long value)
+      throws ResourceNotFoundException {
     maybeInitBuilder();
-    builder.setVirtualCores(vCores);
+    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;
   }
 }  
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 932fb82..eaebf76 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
@@ -20,102 +20,138 @@ 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.*;
+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);
@@ -125,6 +161,11 @@ public class Resources {
     return Resource.newInstance(memory, cores);
   }
 
+  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);
   }
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 5998dd0..1aed065 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
@@ -141,6 +141,8 @@ import org.apache.hadoop.yarn.api.records.ReservationRequest;
 import org.apache.hadoop.yarn.api.records.ReservationRequests;
 import org.apache.hadoop.yarn.api.records.Resource;
 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;
@@ -348,6 +350,8 @@ 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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[hadoop] 33/33: YARN-9187. Backport YARN-6852 for GPU-specific native changes to branch-2

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 2800e084a958af23e3f51c58e20dd966803d9385
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Wed Jan 9 16:21:43 2019 -0500

    YARN-9187. Backport YARN-6852 for GPU-specific native changes to branch-2
---
 .../src/CMakeLists.txt                             |   8 +-
 .../container-executor/impl/container-executor.h   |   2 +
 .../src/main/native/container-executor/impl/main.c |  11 +
 .../impl/modules/cgroups/cgroups-operations.c      | 161 +++++++++++++++
 .../impl/modules/cgroups/cgroups-operations.h      |  55 +++++
 .../impl/modules/gpu/gpu-module.c                  | 229 +++++++++++++++++++++
 .../impl/modules/gpu/gpu-module.h                  |  45 ++++
 .../test/modules/cgroups/test-cgroups-module.cc    | 121 +++++++++++
 .../test/modules/gpu/test-gpu-module.cc            | 203 ++++++++++++++++++
 .../test/test-container-executor.c                 |   1 -
 10 files changed, 833 insertions(+), 3 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/CMakeLists.txt b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/CMakeLists.txt
index 0b1c3e9..e9f8aff 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/CMakeLists.txt
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/CMakeLists.txt
@@ -101,9 +101,11 @@ add_library(container
     main/native/container-executor/impl/container-executor.c
     main/native/container-executor/impl/get_executable.c
     main/native/container-executor/impl/utils/string-utils.c
+    main/native/container-executor/impl/utils/docker-util.c
     main/native/container-executor/impl/utils/path-utils.c
+    main/native/container-executor/impl/modules/cgroups/cgroups-operations.c
     main/native/container-executor/impl/modules/common/module-configs.c
-    main/native/container-executor/impl/utils/docker-util.c
+    main/native/container-executor/impl/modules/gpu/gpu-module.c
 )
 
 add_executable(container-executor
@@ -135,6 +137,8 @@ add_executable(cetest
         main/native/container-executor/test/utils/test-string-utils.cc
         main/native/container-executor/test/utils/test-path-utils.cc
         main/native/container-executor/test/test_util.cc
-        main/native/container-executor/test/utils/test_docker_util.cc)
+        main/native/container-executor/test/utils/test_docker_util.cc
+        main/native/container-executor/test/modules/cgroups/test-cgroups-module.cc
+        main/native/container-executor/test/modules/gpu/test-gpu-module.cc)
 target_link_libraries(cetest gtest container)
 output_directory(cetest test)
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/container-executor.h b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/container-executor.h
index 956b38c..a78b077 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/container-executor.h
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/container-executor.h
@@ -285,3 +285,5 @@ int execute_regex_match(const char *regex_str, const char *input);
  * Return 0 on success.
  */
 int validate_docker_image_name(const char *image_name);
+
+struct configuration* get_cfg();
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/main.c b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/main.c
index 930dabe..9cf34a0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/main.c
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/main.c
@@ -22,6 +22,8 @@
 #include "util.h"
 #include "get_executable.h"
 #include "utils/string-utils.h"
+#include "modules/gpu/gpu-module.h"
+#include "modules/cgroups/cgroups-operations.h"
 
 #include <errno.h>
 #include <grp.h>
@@ -241,6 +243,14 @@ static int validate_arguments(int argc, char **argv , int *operation) {
     return INVALID_ARGUMENT_NUMBER;
   }
 
+  /*
+   * Check if it is a known module, if yes, redirect to module
+   */
+  if (strcmp("--module-gpu", argv[1]) == 0) {
+    return handle_gpu_request(&update_cgroups_parameters, "gpu", argc - 1,
+           &argv[1]);
+  }
+
   if (strcmp("--checksetup", argv[1]) == 0) {
     *operation = CHECK_SETUP;
     return 0;
@@ -325,6 +335,7 @@ static int validate_arguments(int argc, char **argv , int *operation) {
         return FEATURE_DISABLED;
     }
   }
+
   /* Now we have to validate 'run as user' operations that don't use
     a 'long option' - we should fix this at some point. The validation/argument
     parsing here is extensive enough that it done in a separate function */
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.c b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.c
new file mode 100644
index 0000000..b234109
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.c
@@ -0,0 +1,161 @@
+/**
+ * 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.
+ */
+
+#include "configuration.h"
+#include "container-executor.h"
+#include "utils/string-utils.h"
+#include "utils/path-utils.h"
+#include "modules/common/module-configs.h"
+#include "modules/common/constants.h"
+#include "modules/cgroups/cgroups-operations.h"
+#include "util.h"
+
+#include <string.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <sys/stat.h>
+
+#define MAX_PATH_LEN 4096
+
+static const struct section* cgroup_cfg_section = NULL;
+
+void reload_cgroups_configuration() {
+  cgroup_cfg_section = get_configuration_section(CGROUPS_SECTION_NAME, get_cfg());
+}
+
+char* get_cgroups_path_to_write(
+    const char* hierarchy_name,
+    const char* param_name,
+    const char* group_id) {
+  int failed = 0;
+  char* buffer = NULL;
+  const char* cgroups_root = get_section_value(CGROUPS_ROOT_KEY,
+     cgroup_cfg_section);
+  const char* yarn_hierarchy_name = get_section_value(
+     CGROUPS_YARN_HIERARCHY_KEY, cgroup_cfg_section);
+
+  // Make sure it is defined.
+  if (!cgroups_root || cgroups_root[0] == 0) {
+    fprintf(ERRORFILE, "%s is not defined in container-executor.cfg\n",
+      CGROUPS_ROOT_KEY);
+    failed = 1;
+    goto cleanup;
+  }
+
+  // Make sure it is defined.
+  if (!yarn_hierarchy_name || yarn_hierarchy_name[0] == 0) {
+    fprintf(ERRORFILE, "%s is not defined in container-executor.cfg\n",
+      CGROUPS_YARN_HIERARCHY_KEY);
+    failed = 1;
+    goto cleanup;
+  }
+
+  buffer = malloc(MAX_PATH_LEN + 1);
+  if (!buffer) {
+    fprintf(ERRORFILE, "Failed to allocate memory for output path.\n");
+    failed = 1;
+    goto cleanup;
+  }
+
+  // Make a path.
+  // CGroups path should not be too long.
+  if (snprintf(buffer, MAX_PATH_LEN, "%s/%s/%s/%s/%s.%s",
+    cgroups_root, hierarchy_name, yarn_hierarchy_name,
+    group_id, hierarchy_name, param_name) < 0) {
+    fprintf(ERRORFILE, "Failed to print output path.\n");
+    failed = 1;
+    goto cleanup;
+  }
+
+cleanup:
+  if (failed) {
+    if (buffer) {
+      free(buffer);
+    }
+    return NULL;
+  }
+  return buffer;
+}
+
+int update_cgroups_parameters(
+   const char* hierarchy_name,
+   const char* param_name,
+   const char* group_id,
+   const char* value) {
+#ifndef __linux
+  fprintf(ERRORFILE, "Failed to update cgroups parameters, not supported\n");
+  return -1;
+#endif
+  int failure = 0;
+
+  if (!cgroup_cfg_section) {
+    reload_cgroups_configuration();
+  }
+
+  char* full_path = get_cgroups_path_to_write(hierarchy_name, param_name,
+    group_id);
+
+  if (!full_path) {
+    fprintf(ERRORFILE,
+      "Failed to get cgroups path to write, it should be a configuration issue");
+    failure = 1;
+    goto cleanup;
+  }
+
+  if (!verify_path_safety(full_path)) {
+    failure = 1;
+    goto cleanup;
+  }
+
+  // Make sure file exists
+  struct stat sb;
+  if (stat(full_path, &sb) != 0) {
+    fprintf(ERRORFILE, "CGroups: Could not find file to write, %s", full_path);
+    failure = 1;
+    goto cleanup;
+  }
+
+  fprintf(ERRORFILE, "CGroups: Updating cgroups, path=%s, value=%s",
+    full_path, value);
+
+  // Write values to file
+  FILE *f;
+  f = fopen(full_path, "a");
+  if (!f) {
+    fprintf(ERRORFILE, "CGroups: Failed to open cgroups file, %s", full_path);
+    failure = 1;
+    goto cleanup;
+  }
+  if (fprintf(f, "%s", value) < 0) {
+    fprintf(ERRORFILE, "CGroups: Failed to write cgroups file, %s", full_path);
+    fclose(f);
+    failure = 1;
+    goto cleanup;
+  }
+  if (fclose(f) != 0) {
+    fprintf(ERRORFILE, "CGroups: Failed to close cgroups file, %s", full_path);
+    failure = 1;
+    goto cleanup;
+  }
+
+cleanup:
+  if (full_path) {
+    free(full_path);
+  }
+  return -failure;
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.h b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.h
new file mode 100644
index 0000000..cf80bcf
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/cgroups/cgroups-operations.h
@@ -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.
+ */
+
+#ifndef _CGROUPS_OPERATIONS_H_
+#define _CGROUPS_OPERATIONS_H_
+
+#define CGROUPS_SECTION_NAME "cgroups"
+#define CGROUPS_ROOT_KEY "root"
+#define CGROUPS_YARN_HIERARCHY_KEY "yarn-hierarchy"
+
+/**
+ * Handle update CGroups parameter update requests:
+ * - hierarchy_name: e.g. devices / cpu,cpuacct
+ * - param_name: e.g. deny
+ * - group_id: e.g. container_x_y
+ * - value: e.g. "a *:* rwm"
+ *
+ * return 0 if succeeded
+ */
+int update_cgroups_parameters(
+   const char* hierarchy_name,
+   const char* param_name,
+   const char* group_id,
+   const char* value);
+
+ /**
+  * Get CGroups path to update. Visible for testing.
+  * Return 0 if succeeded
+  */
+ char* get_cgroups_path_to_write(
+    const char* hierarchy_name,
+    const char* param_name,
+    const char* group_id);
+
+ /**
+  * Reload config from filesystem, visible for testing.
+  */
+ void reload_cgroups_configuration();
+
+#endif
\ No newline at end of file
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.c b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.c
new file mode 100644
index 0000000..f96645d
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.c
@@ -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.
+ */
+
+#include "configuration.h"
+#include "container-executor.h"
+#include "utils/string-utils.h"
+#include "modules/gpu/gpu-module.h"
+#include "modules/cgroups/cgroups-operations.h"
+#include "modules/common/module-configs.h"
+#include "modules/common/constants.h"
+#include "util.h"
+
+#include <stdio.h>
+#include <string.h>
+#include <stdlib.h>
+#include <getopt.h>
+#include <unistd.h>
+
+#define EXCLUDED_GPUS_OPTION "excluded_gpus"
+#define CONTAINER_ID_OPTION "container_id"
+#define DEFAULT_NVIDIA_MAJOR_NUMBER 195
+#define MAX_CONTAINER_ID_LEN 128
+
+static const struct section* cfg_section;
+
+static int internal_handle_gpu_request(
+    update_cgroups_parameters_func update_cgroups_parameters_func_p,
+    size_t n_minor_devices_to_block, int minor_devices[],
+    const char* container_id) {
+  char* allowed_minor_numbers_str = NULL;
+  int* allowed_minor_numbers = NULL;
+  size_t n_allowed_minor_numbers = 0;
+  int return_code = 0;
+
+  if (n_minor_devices_to_block == 0) {
+    // no device to block, just return;
+    return 0;
+  }
+
+  // Get major device number from cfg, if not set, major number of (Nvidia)
+  // will be the default value.
+  int major_device_number;
+  char* major_number_str = get_section_value(GPU_MAJOR_NUMBER_CONFIG_KEY,
+     cfg_section);
+  if (!major_number_str || 0 == major_number_str[0]) {
+    // Default major number of Nvidia devices
+    major_device_number = DEFAULT_NVIDIA_MAJOR_NUMBER;
+  } else {
+    major_device_number = strtol(major_number_str, NULL, 0);
+  }
+
+  // Get allowed minor device numbers from cfg, if not set, means all minor
+  // devices can be used by YARN
+  allowed_minor_numbers_str = get_section_value(
+      GPU_ALLOWED_DEVICES_MINOR_NUMBERS,
+      cfg_section);
+  if (!allowed_minor_numbers_str || 0 == allowed_minor_numbers_str[0]) {
+    allowed_minor_numbers = NULL;
+  } else {
+    int rc = get_numbers_split_by_comma(allowed_minor_numbers_str,
+                                        &allowed_minor_numbers,
+                                        &n_allowed_minor_numbers);
+    if (0 != rc) {
+      fprintf(ERRORFILE,
+          "Failed to get allowed minor device numbers from cfg, value=%s\n",
+          allowed_minor_numbers_str);
+      return_code = -1;
+      goto cleanup;
+    }
+
+    // Make sure we're trying to black devices allowed in config
+    for (int i = 0; i < n_minor_devices_to_block; i++) {
+      int found = 0;
+      for (int j = 0; j < n_allowed_minor_numbers; j++) {
+        if (minor_devices[i] == allowed_minor_numbers[j]) {
+          found = 1;
+          break;
+        }
+      }
+
+      if (!found) {
+        fprintf(ERRORFILE,
+          "Trying to blacklist device with minor-number=%d which is not on allowed list\n",
+          minor_devices[i]);
+        return_code = -1;
+        goto cleanup;
+      }
+    }
+  }
+
+  // Use cgroup helpers to blacklist devices
+  for (int i = 0; i < n_minor_devices_to_block; i++) {
+    char param_value[128];
+    memset(param_value, 0, sizeof(param_value));
+    snprintf(param_value, sizeof(param_value), "c %d:%d rwm",
+             major_device_number, i);
+
+    int rc = update_cgroups_parameters_func_p("devices", "deny",
+      container_id, param_value);
+
+    if (0 != rc) {
+      fprintf(ERRORFILE, "CGroups: Failed to update cgroups\n");
+      return_code = -1;
+      goto cleanup;
+    }
+  }
+
+cleanup:
+  if (major_number_str) {
+    free(major_number_str);
+  }
+  if (allowed_minor_numbers) {
+    free(allowed_minor_numbers);
+  }
+  if (allowed_minor_numbers_str) {
+    free(allowed_minor_numbers_str);
+  }
+
+  return return_code;
+}
+
+void reload_gpu_configuration() {
+  cfg_section = get_configuration_section(GPU_MODULE_SECTION_NAME, get_cfg());
+}
+
+/*
+ * Format of GPU request commandline:
+ *
+ * c-e gpu --excluded_gpus 0,1,3 --container_id container_x_y
+ */
+int handle_gpu_request(update_cgroups_parameters_func func,
+    const char* module_name, int module_argc, char** module_argv) {
+  if (!cfg_section) {
+    reload_gpu_configuration();
+  }
+
+  if (!module_enabled(cfg_section, GPU_MODULE_SECTION_NAME)) {
+    fprintf(ERRORFILE,
+      "Please make sure gpu module is enabled before using it.\n");
+    return -1;
+  }
+
+  static struct option long_options[] = {
+    {EXCLUDED_GPUS_OPTION, required_argument, 0, 'e' },
+    {CONTAINER_ID_OPTION, required_argument, 0, 'c' },
+    {0, 0, 0, 0}
+  };
+
+  int rc = 0;
+  int c = 0;
+  int option_index = 0;
+
+  int* minor_devices = NULL;
+  char container_id[MAX_CONTAINER_ID_LEN];
+  memset(container_id, 0, sizeof(container_id));
+  size_t n_minor_devices_to_block = 0;
+  int failed = 0;
+
+  optind = 1;
+  while((c = getopt_long(module_argc, module_argv, "e:c:",
+                         long_options, &option_index)) != -1) {
+    switch(c) {
+      case 'e':
+        rc = get_numbers_split_by_comma(optarg, &minor_devices,
+          &n_minor_devices_to_block);
+        if (0 != rc) {
+          fprintf(ERRORFILE,
+            "Failed to get minor devices number from command line, value=%s\n",
+            optarg);
+          failed = 1;
+          goto cleanup;
+        }
+        break;
+      case 'c':
+        if (!validate_container_id(optarg)) {
+          fprintf(ERRORFILE,
+            "Specified container_id=%s is invalid\n", optarg);
+          failed = 1;
+          goto cleanup;
+        }
+        strncpy(container_id, optarg, MAX_CONTAINER_ID_LEN);
+        break;
+      default:
+        fprintf(ERRORFILE,
+          "Unknown option in gpu command character %d %c, optionindex = %d\n",
+          c, c, optind);
+        failed = 1;
+        goto cleanup;
+    }
+  }
+
+  if (0 == container_id[0]) {
+    fprintf(ERRORFILE,
+      "[%s] --container_id must be specified.\n", __func__);
+    failed = 1;
+    goto cleanup;
+  }
+
+  if (!minor_devices) {
+     // Minor devices is null, skip following call.
+     fprintf(ERRORFILE, "is not specified, skip cgroups call.\n");
+     goto cleanup;
+  }
+
+  failed = internal_handle_gpu_request(func, n_minor_devices_to_block,
+         minor_devices,
+         container_id);
+
+cleanup:
+  if (minor_devices) {
+    free(minor_devices);
+  }
+  return failed;
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.h b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.h
new file mode 100644
index 0000000..59d4c7e
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/impl/modules/gpu/gpu-module.h
@@ -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.
+ */
+
+#ifdef __FreeBSD__
+#define _WITH_GETLINE
+#endif
+
+#ifndef _MODULES_GPU_GPU_MUDULE_H_
+#define _MODULES_GPU_GPU_MUDULE_H_
+
+#define GPU_MAJOR_NUMBER_CONFIG_KEY "gpu.major-device-number"
+#define GPU_ALLOWED_DEVICES_MINOR_NUMBERS "gpu.allowed-device-minor-numbers"
+#define GPU_MODULE_SECTION_NAME "gpu"
+
+// For unit test stubbing
+typedef int (*update_cgroups_parameters_func)(const char*, const char*,
+   const char*, const char*);
+
+/**
+ * Handle gpu requests
+ */
+int handle_gpu_request(update_cgroups_parameters_func func,
+   const char* module_name, int module_argc, char** module_argv);
+
+/**
+ * Reload config from filesystem, visible for testing.
+ */
+void reload_gpu_configuration();
+
+#endif
\ No newline at end of file
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/cgroups/test-cgroups-module.cc b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/cgroups/test-cgroups-module.cc
new file mode 100644
index 0000000..8ffbe88
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/cgroups/test-cgroups-module.cc
@@ -0,0 +1,121 @@
+/**
+ * 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.
+ */
+
+#include <errno.h>
+#include <fcntl.h>
+#include <inttypes.h>
+#include <signal.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <sys/stat.h>
+#include <sys/wait.h>
+#include <unistd.h>
+
+#include <gtest/gtest.h>
+#include <sstream>
+
+extern "C" {
+#include "configuration.h"
+#include "container-executor.h"
+#include "modules/cgroups/cgroups-operations.h"
+#include "test/test-container-executor-common.h"
+#include "util.h"
+}
+
+namespace ContainerExecutor {
+
+class TestCGroupsModule : public ::testing::Test {
+protected:
+  virtual void SetUp() {
+    if (mkdirs(TEST_ROOT, 0755) != 0) {
+      fprintf(ERRORFILE, "Failed to mkdir TEST_ROOT: %s\n", TEST_ROOT);
+      exit(1);
+    }
+    LOGFILE = stdout;
+    ERRORFILE = stderr;
+  }
+
+  virtual void TearDown() {}
+};
+
+TEST_F(TestCGroupsModule, test_cgroups_get_path_without_define_root) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_cgroups_get_path_without_root.cfg";
+  FILE *file = fopen(filename, "w");
+  if (file == NULL) {
+    printf("FAIL: Could not open configuration file: %s\n", filename);
+    exit(1);
+  }
+  fprintf(file, "[cgroups]\n");
+  fprintf(file, "yarn-hierarchy=yarn\n");
+  fclose(file);
+
+  // Read config file
+  read_executor_config(filename);
+  reload_cgroups_configuration();
+
+  char* path = get_cgroups_path_to_write("devices", "deny", "container_1");
+
+  ASSERT_TRUE(NULL == path) << "Should fail.\n";
+}
+
+TEST_F(TestCGroupsModule, test_cgroups_get_path_without_define_yarn_hierarchy) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_cgroups_get_path_without_root.cfg";
+  FILE *file = fopen(filename, "w");
+
+  ASSERT_TRUE(file) << "FAIL: Could not open configuration file: " << filename
+                    << "\n";
+  fprintf(file, "[cgroups]\n");
+  fprintf(file, "root=/sys/fs/cgroups\n");
+  fclose(file);
+
+  // Read config file
+  read_executor_config(filename);
+  reload_cgroups_configuration();
+  char* path = get_cgroups_path_to_write("devices", "deny", "container_1");
+
+  ASSERT_TRUE(NULL == path) << "Should fail.\n";
+}
+
+TEST_F(TestCGroupsModule, test_cgroups_get_path_succeeded) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_cgroups_get_path.cfg";
+  FILE *file = fopen(filename, "w");
+
+  ASSERT_TRUE(file) << "FAIL: Could not open configuration file\n";
+  fprintf(file, "[cgroups]\n");
+  fprintf(file, "root=/sys/fs/cgroups \n");
+  fprintf(file, "yarn-hierarchy=yarn \n");
+  fclose(file);
+
+  // Read config file
+  read_executor_config(filename);
+  reload_cgroups_configuration();
+
+  char* path = get_cgroups_path_to_write("devices", "deny", "container_1");
+  ASSERT_TRUE(NULL != path) << "Should success.\n";
+
+  const char *EXPECTED =
+      "/sys/fs/cgroups/devices/yarn/container_1/devices.deny";
+
+  ASSERT_STREQ(EXPECTED, path)
+      << "Return cgroup-path-to-write is not expected\n";
+}
+} // namespace ContainerExecutor
\ No newline at end of file
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/gpu/test-gpu-module.cc b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/gpu/test-gpu-module.cc
new file mode 100644
index 0000000..7e41fb4
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/modules/gpu/test-gpu-module.cc
@@ -0,0 +1,203 @@
+/**
+ * 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.
+ */
+
+#include <vector>
+
+#include <errno.h>
+#include <fcntl.h>
+#include <inttypes.h>
+#include <signal.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <sys/stat.h>
+#include <sys/wait.h>
+#include <unistd.h>
+
+#include <gtest/gtest.h>
+#include <sstream>
+
+extern "C" {
+#include "configuration.h"
+#include "container-executor.h"
+#include "modules/cgroups/cgroups-operations.h"
+#include "modules/gpu/gpu-module.h"
+#include "test/test-container-executor-common.h"
+#include "util.h"
+}
+
+namespace ContainerExecutor {
+
+class TestGpuModule : public ::testing::Test {
+protected:
+  virtual void SetUp() {
+    if (mkdirs(TEST_ROOT, 0755) != 0) {
+      fprintf(ERRORFILE, "Failed to mkdir TEST_ROOT: %s\n", TEST_ROOT);
+      exit(1);
+    }
+    LOGFILE = stdout;
+    ERRORFILE = stderr;
+  }
+
+  virtual void TearDown() {
+
+  }
+};
+
+static std::vector<const char*> cgroups_parameters_invoked;
+
+static int mock_update_cgroups_parameters(
+   const char* controller_name,
+   const char* param_name,
+   const char* group_id,
+   const char* value) {
+  char* buf = (char*) malloc(128);
+  strcpy(buf, controller_name);
+  cgroups_parameters_invoked.push_back(buf);
+
+  buf = (char*) malloc(128);
+  strcpy(buf, param_name);
+  cgroups_parameters_invoked.push_back(buf);
+
+  buf = (char*) malloc(128);
+  strcpy(buf, group_id);
+  cgroups_parameters_invoked.push_back(buf);
+
+  buf = (char*) malloc(128);
+  strcpy(buf, value);
+  cgroups_parameters_invoked.push_back(buf);
+  return 0;
+}
+
+static void verify_param_updated_to_cgroups(
+    int argc, const char** argv) {
+  ASSERT_EQ(argc, cgroups_parameters_invoked.size());
+
+  int offset = 0;
+  while (offset < argc) {
+    ASSERT_STREQ(argv[offset], cgroups_parameters_invoked[offset]);
+    offset++;
+  }
+}
+
+static void write_and_load_gpu_module_to_cfg(const char* cfg_filepath, int enabled) {
+  FILE *file = fopen(cfg_filepath, "w");
+  if (file == NULL) {
+    printf("FAIL: Could not open configuration file: %s\n", cfg_filepath);
+    exit(1);
+  }
+  fprintf(file, "[gpu]\n");
+  if (enabled) {
+    fprintf(file, "module.enabled=true\n");
+  } else {
+    fprintf(file, "module.enabled=false\n");
+  }
+  fclose(file);
+
+  // Read config file
+  read_executor_config(cfg_filepath);
+  reload_gpu_configuration();
+}
+
+static void test_gpu_module_enabled_disabled(int enabled) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_cgroups_module_enabled_disabled.cfg";
+  write_and_load_gpu_module_to_cfg(filename, enabled);
+
+  char* argv[] = { (char*) "--module-gpu", (char*) "--excluded_gpus", (char*) "0,1",
+                   (char*) "--container_id",
+                   (char*) "container_1498064906505_0001_01_000001" };
+
+  int rc = handle_gpu_request(&mock_update_cgroups_parameters,
+              "gpu", 5, argv);
+
+  int EXPECTED_RC;
+  if (enabled) {
+    EXPECTED_RC = 0;
+  } else {
+    EXPECTED_RC = -1;
+  }
+  ASSERT_EQ(EXPECTED_RC, rc);
+}
+
+TEST_F(TestGpuModule, test_verify_gpu_module_calls_cgroup_parameter) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_verify_gpu_module_calls_cgroup_parameter.cfg";
+  write_and_load_gpu_module_to_cfg(filename, 1);
+
+  char* container_id = (char*) "container_1498064906505_0001_01_000001";
+  char* argv[] = { (char*) "--module-gpu", (char*) "--excluded_gpus", (char*) "0,1",
+                   (char*) "--container_id",
+                   container_id };
+
+  /* Test case 1: block 2 devices */
+  cgroups_parameters_invoked.clear();
+  int rc = handle_gpu_request(&mock_update_cgroups_parameters,
+     "gpu", 5, argv);
+  ASSERT_EQ(0, rc) << "Should success.\n";
+
+  // Verify cgroups parameters
+  const char* expected_cgroups_argv[] = { "devices", "deny", container_id, "c 195:0 rwm",
+    "devices", "deny", container_id, "c 195:1 rwm"};
+  verify_param_updated_to_cgroups(8, expected_cgroups_argv);
+
+  /* Test case 2: block 0 devices */
+  cgroups_parameters_invoked.clear();
+  char* argv_1[] = { (char*) "--module-gpu", (char*) "--container_id", container_id };
+  rc = handle_gpu_request(&mock_update_cgroups_parameters,
+     "gpu", 3, argv_1);
+  ASSERT_EQ(0, rc) << "Should success.\n";
+
+  // Verify cgroups parameters
+  verify_param_updated_to_cgroups(0, NULL);
+}
+
+TEST_F(TestGpuModule, test_illegal_cli_parameters) {
+  // Write config file.
+  const char *filename = TEST_ROOT "/test_illegal_cli_parameters.cfg";
+  write_and_load_gpu_module_to_cfg(filename, 1);
+
+  // Illegal container id - 1
+  char* argv[] = { (char*) "--module-gpu", (char*) "--excluded_gpus", (char*) "0,1",
+                   (char*) "--container_id", (char*) "xxxx" };
+  int rc = handle_gpu_request(&mock_update_cgroups_parameters,
+     "gpu", 5, argv);
+  ASSERT_NE(0, rc) << "Should fail.\n";
+
+  // Illegal container id - 2
+  char* argv_1[] = { (char*) "--module-gpu", (char*) "--excluded_gpus", (char*) "0,1",
+                   (char*) "--container_id", (char*) "container_1" };
+  rc = handle_gpu_request(&mock_update_cgroups_parameters,
+     "gpu", 5, argv_1);
+  ASSERT_NE(0, rc) << "Should fail.\n";
+
+  // Illegal container id - 3
+  char* argv_2[] = { (char*) "--module-gpu", (char*) "--excluded_gpus", (char*) "0,1" };
+  rc = handle_gpu_request(&mock_update_cgroups_parameters,
+     "gpu", 3, argv_2);
+  ASSERT_NE(0, rc) << "Should fail.\n";
+}
+
+TEST_F(TestGpuModule, test_gpu_module_disabled) {
+  test_gpu_module_enabled_disabled(0);
+}
+
+TEST_F(TestGpuModule, test_gpu_module_enabled) {
+  test_gpu_module_enabled_disabled(1);
+}
+} // namespace ContainerExecutor
\ No newline at end of file
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/test-container-executor.c b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/test-container-executor.c
index 9e85b3f..235ea77 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/test-container-executor.c
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/native/container-executor/test/test-container-executor.c
@@ -1392,7 +1392,6 @@ int main(int argc, char **argv) {
 #endif
 
   test_trim_function();
-  run("rm -fr " TEST_ROOT);
   printf("\nFinished tests\n");
 
   free(current_username);


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[hadoop] 04/33: YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 159936d04dee4f8e78d251f035beb266a3ca4248
Author: Arun Suresh <as...@apache.org>
AuthorDate: Thu Mar 17 23:50:22 2016 -0700

    YARN-4829. Add support for binary units in Resource class.(vvasudev via asuresh)
    
    (cherry picked from commit 7ba698997b6845b664b2f8c82e384b457c30d176)
---
 .../yarn/api/records/ResourceInformation.java      |  2 +-
 .../hadoop/yarn/util/UnitsConversionUtil.java      | 45 ++++++++++++++++------
 .../hadoop/yarn/util/TestUnitsConversionUtil.java  | 17 +++++++-
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  2 +-
 .../yarn/util/resource/TestResourceUtils.java      |  2 +-
 5 files changed, 52 insertions(+), 16 deletions(-)

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);
 
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;
   }
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
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 ad1839a..0b93442 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
@@ -95,7 +95,7 @@ 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
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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[hadoop] 20/33: YARN-7042. Clean up unit tests after YARN-6610. (Daniel Templeton via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit da8c3e34b9c1f042948464e394a4b5ea0421d5c3
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Thu Aug 17 11:18:08 2017 -0700

    YARN-7042. Clean up unit tests after YARN-6610. (Daniel Templeton via wangda)
    
    Change-Id: I8e40f704b6fcdd5b14faa9548a27986501044fa1
    (cherry picked from commit b1fe3a222e7673fd84a878622969f958022061e9)
---
 .../util/resource/DominantResourceCalculator.java  |  2 +-
 .../yarn/util/resource/TestResourceCalculator.java | 95 +++++++++++-----------
 2 files changed, 49 insertions(+), 48 deletions(-)

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 40b38b9..1e99bc7 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
@@ -126,7 +126,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         diff = max[0] - max[1];
       } else if (clusterRes.length == 2) {
         // Special case to handle the common scenario of only CPU and memory
-        // so the we can optimize for performance
+        // so that we can optimize for performance
         diff = calculateSharesForMandatoryResources(clusterRes, lhs, rhs,
             lhsShares, rhsShares);
       } else {
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
index 19e7f8d..5b4155c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
@@ -24,7 +24,7 @@ import java.util.Collection;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
-import org.junit.BeforeClass;
+import org.junit.Before;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
@@ -44,13 +44,18 @@ public class TestResourceCalculator {
         { new DominantResourceCalculator() } });
   }
 
-  @BeforeClass
-  public static void setup() {
+  @Before
+  public void setupNoExtraResource() {
+    // This has to run before each test because we don't know when
+    // setupExtraResource() might be called
+    ResourceUtils.resetResourceTypes(new Configuration());
+  }
+
+  private static void setupExtraResource() {
     Configuration conf = new Configuration();
 
     conf.set(YarnConfiguration.RESOURCE_TYPES, "test");
     ResourceUtils.resetResourceTypes(conf);
-    ResourceUtils.getResourceTypes();
   }
 
   public TestResourceCalculator(ResourceCalculator rs) {
@@ -86,9 +91,15 @@ public class TestResourceCalculator {
     }
   }
 
-  private Resource newResource(long memory, int cpu, int test) {
+  private Resource newResource(long memory, int cpu) {
     Resource res = Resource.newInstance(memory, cpu);
 
+    return res;
+  }
+
+  private Resource newResource(long memory, int cpu, int test) {
+    Resource res = newResource(memory, cpu);
+
     res.setResourceValue("test", test);
 
     return res;
@@ -123,28 +134,48 @@ public class TestResourceCalculator {
   }
 
   @Test
-  public void testCompare2() {
+  public void testCompareWithOnlyMandatory() {
+    // This test is necessary because there are optimizations that are only
+    // triggered when only the mandatory resources are configured.
+
     // Keep cluster resources even so that the numbers are easy to understand
-    Resource cluster = Resource.newInstance(4, 4);
+    Resource cluster = newResource(4, 4);
 
-    assertComparison(cluster, Resource.newInstance(1, 1),
-        Resource.newInstance(1, 1), 0);
-    assertComparison(cluster, Resource.newInstance(0, 0),
-        Resource.newInstance(0, 0), 0);
-    assertComparison(cluster, Resource.newInstance(2, 2),
-        Resource.newInstance(1, 1), 1);
-    assertComparison(cluster, Resource.newInstance(2, 2),
-        Resource.newInstance(0, 0), 1);
+    assertComparison(cluster, newResource(1, 1), newResource(1, 1), 0);
+    assertComparison(cluster, newResource(0, 0), newResource(0, 0), 0);
+    assertComparison(cluster, newResource(2, 2), newResource(1, 1), 1);
+    assertComparison(cluster, newResource(2, 2), newResource(0, 0), 1);
 
     if (resourceCalculator instanceof DefaultResourceCalculator) {
-      testCompareDefault2(cluster);
+      testCompareDefaultWithOnlyMandatory(cluster);
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
-      testCompareDominant2(cluster);
+      testCompareDominantWithOnlyMandatory(cluster);
     }
   }
 
+  private void testCompareDefaultWithOnlyMandatory(Resource cluster) {
+    assertComparison(cluster, newResource(1, 1), newResource(1, 1), 0);
+    assertComparison(cluster, newResource(1, 2), newResource(1, 1), 0);
+    assertComparison(cluster, newResource(1, 1), newResource(1, 0), 0);
+    assertComparison(cluster, newResource(2, 1), newResource(1, 1), 1);
+    assertComparison(cluster, newResource(2, 1), newResource(1, 2), 1);
+    assertComparison(cluster, newResource(2, 1), newResource(1, 0), 1);
+  }
+
+  private void testCompareDominantWithOnlyMandatory(Resource cluster) {
+    assertComparison(cluster, newResource(2, 1), newResource(2, 1), 0);
+    assertComparison(cluster, newResource(2, 1), newResource(1, 2), 0);
+    assertComparison(cluster, newResource(2, 1), newResource(1, 1), 1);
+    assertComparison(cluster, newResource(2, 2), newResource(2, 1), 1);
+    assertComparison(cluster, newResource(2, 2), newResource(1, 2), 1);
+    assertComparison(cluster, newResource(3, 1), newResource(3, 0), 1);
+  }
+
   @Test
   public void testCompare() {
+    // Test with 3 resources
+    setupExtraResource();
+
     // Keep cluster resources even so that the numbers are easy to understand
     Resource cluster = newResource(4L, 4, 4);
 
@@ -160,36 +191,6 @@ public class TestResourceCalculator {
     }
   }
 
-  private void testCompareDefault2(Resource cluster) {
-    assertComparison(cluster, Resource.newInstance(1, 1),
-        Resource.newInstance(1, 1), 0);
-    assertComparison(cluster, Resource.newInstance(1, 2),
-        Resource.newInstance(1, 1), 0);
-    assertComparison(cluster, Resource.newInstance(1, 1),
-        Resource.newInstance(1, 0), 0);
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(1, 1), 1);
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(1, 2), 1);
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(1, 0), 1);
-  }
-
-  private void testCompareDominant2(Resource cluster) {
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(2, 1), 0);
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(1, 2), 0);
-    assertComparison(cluster, Resource.newInstance(2, 1),
-        Resource.newInstance(1, 1), 1);
-    assertComparison(cluster, Resource.newInstance(2, 2),
-        Resource.newInstance(2, 1), 1);
-    assertComparison(cluster, Resource.newInstance(2, 2),
-        Resource.newInstance(1, 2), 1);
-    assertComparison(cluster, Resource.newInstance(3, 1),
-        Resource.newInstance(3, 0), 1);
-  }
-
   private void testCompareDefault(Resource cluster) {
     assertComparison(cluster, newResource(1, 1, 2), newResource(1, 1, 1), 0);
     assertComparison(cluster, newResource(1, 2, 1), newResource(1, 1, 1), 0);


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[hadoop] 15/33: YARN-6788. [YARN-3926] Improve performance of resource profile branch (Contributed by Sunil Govindan via Daniel Templeton)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 097a0316b332941cb43f646f1bea6c49c4399ff7
Author: Daniel Templeton <te...@apache.org>
AuthorDate: Fri Aug 4 08:42:34 2017 -0700

    YARN-6788. [YARN-3926] Improve performance of resource profile branch
    (Contributed by Sunil Govindan via Daniel Templeton)
    
    (cherry picked from commit 3aeaafecb823ef6c175ea5d0d9cb726faacaf32d)
---
 .../hadoop-yarn/dev-support/findbugs-exclude.xml   |  18 ++
 .../apache/hadoop/yarn/api/records/Resource.java   | 234 ++++++++-------------
 .../yarn/api/records/ResourceInformation.java      |  13 +-
 .../hadoop/yarn/api/records/impl/BaseResource.java | 133 ++++++++++++
 .../hadoop/yarn/api/records/impl/package-info.java |  22 ++
 .../hadoop/yarn/util/UnitsConversionUtil.java      |   8 +-
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 214 +++++++++++--------
 .../hadoop/yarn/util/resource/package-info.java    |  22 ++
 .../yarn/api/records/impl/pb/ProtoUtils.java       |   5 +-
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   | 110 +++++-----
 .../util/resource/DominantResourceCalculator.java  |  67 +++---
 .../hadoop/yarn/util/resource/Resources.java       | 194 ++++++++---------
 .../yarn/util/resource/TestResourceUtils.java      |  14 +-
 .../hadoop/yarn/util/resource/TestResources.java   |   7 +-
 .../rmapp/attempt/RMAppAttemptMetrics.java         |  11 +-
 .../scheduler/SchedulerApplicationAttempt.java     |   9 +-
 .../resourcemanager/webapp/dao/SchedulerInfo.java  |   3 +-
 .../server/resourcemanager/TestAppManager.java     |   1 +
 18 files changed, 627 insertions(+), 458 deletions(-)

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 c129203..e086fbe 100644
--- a/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
+++ b/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
@@ -615,4 +615,22 @@
     <Bug pattern="IS2_INCONSISTENT_SYNC" />
   </Match>
 
+  <!-- Ignore MS_EXPOSE_REP -->
+    <Match>
+    <Class name="org.apache.hadoop.yarn.util.resource.ResourceUtils" />
+    <Method name="getResourceTypesArray" />
+    <Bug pattern="MS_EXPOSE_REP" />
+  </Match>
+
+  <Match>
+    <Class name="org.apache.hadoop.yarn.util.resource.ResourceUtils" />
+    <Method name="getResourceNamesArray" />
+    <Bug pattern="MS_EXPOSE_REP" />
+  </Match>
+
+  <Match>
+    <Class name="org.apache.hadoop.yarn.api.records.impl.BaseResource" />
+    <Method name="getResources" />
+    <Bug pattern="EI_EXPOSE_REP" />
+  </Match>
 </FindBugsFilter>
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 fb31745..bbd4c87 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
@@ -18,6 +18,8 @@
 
 package org.apache.hadoop.yarn.api.records;
 
+import java.util.Arrays;
+
 import org.apache.commons.lang.NotImplementedException;
 import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceAudience.Public;
@@ -25,13 +27,10 @@ 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;
+import org.apache.hadoop.yarn.api.records.impl.BaseResource;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
-import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.Records;
-
-import java.util.Collections;
-import java.util.HashMap;
-import java.util.Map;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 
 /**
  * <p><code>Resource</code> models a set of computer resources in the 
@@ -60,97 +59,49 @@ import java.util.Map;
 @Stable
 public abstract class Resource implements Comparable<Resource> {
 
-  private static Resource tmpResource = Records.newRecord(Resource.class);
-
-  private static class SimpleResource extends Resource {
-    private long memory;
-    private long vcores;
-    private Map<String, ResourceInformation> resourceInformationMap;
-
-    SimpleResource(long memory, long vcores) {
-      this.memory = memory;
-      this.vcores = vcores;
-
-    }
-    @Override
-    public int getMemory() {
-      return castToIntSafely(memory);
-    }
-    @Override
-    public void setMemory(int memory) {
-      this.memory = memory;
-    }
-    @Override
-    public long getMemorySize() {
-      return memory;
-    }
-    @Override
-    public void setMemorySize(long memory) {
-      this.memory = memory;
-    }
-    @Override
-    public int getVirtualCores() {
-      return castToIntSafely(vcores);
-    }
-    @Override
-    public void setVirtualCores(int vcores) {
-      this.vcores = vcores;
-    }
-    @Override
-    public Map<String, ResourceInformation> getResources() {
-      if (resourceInformationMap == null) {
-        resourceInformationMap = new HashMap<>();
-        resourceInformationMap.put(ResourceInformation.MEMORY_MB.getName(),
-            ResourceInformation.newInstance(ResourceInformation.MEMORY_MB));
-        resourceInformationMap.put(ResourceInformation.VCORES.getName(),
-            ResourceInformation.newInstance(ResourceInformation.VCORES));
-      }
-      resourceInformationMap.get(ResourceInformation.MEMORY_MB.getName())
-          .setValue(this.memory);
-      resourceInformationMap.get(ResourceInformation.VCORES.getName())
-          .setValue(this.vcores);
-      return Collections.unmodifiableMap(resourceInformationMap);
-    }
-  }
+  protected static final String MEMORY = ResourceInformation.MEMORY_MB.getName();
+  protected static final String VCORES = ResourceInformation.VCORES.getName();
 
   @Public
   @Stable
   public static Resource newInstance(int memory, int vCores) {
-    if (tmpResource.getResources().size() > 2) {
+    if (ResourceUtils.getResourceTypesArray().length > 2) {
       Resource ret = Records.newRecord(Resource.class);
       ret.setMemorySize(memory);
       ret.setVirtualCores(vCores);
       return ret;
     }
-    return new SimpleResource(memory, vCores);
+    return new BaseResource(memory, vCores);
   }
 
   @Public
   @Stable
   public static Resource newInstance(long memory, int vCores) {
-    if (tmpResource.getResources().size() > 2) {
+    if (ResourceUtils.getResourceTypesArray().length > 2) {
       Resource ret = Records.newRecord(Resource.class);
       ret.setMemorySize(memory);
       ret.setVirtualCores(vCores);
       return ret;
     }
-    return new SimpleResource(memory, vCores);
+    return new BaseResource(memory, vCores);
   }
 
   @InterfaceAudience.Private
   @InterfaceStability.Unstable
   public static Resource newInstance(Resource resource) {
-    Resource ret = Resource.newInstance(0, 0);
-    Resource.copy(resource, ret);
+    Resource ret = Resource.newInstance(resource.getMemorySize(),
+        resource.getVirtualCores());
+    if (ResourceUtils.getResourceTypesArray().length > 2) {
+      Resource.copy(resource, ret);
+    }
     return ret;
   }
 
   @InterfaceAudience.Private
   @InterfaceStability.Unstable
   public static void copy(Resource source, Resource dest) {
-    for (Map.Entry<String, ResourceInformation> entry : source.getResources()
-        .entrySet()) {
-      dest.setResourceInformation(entry.getKey(), entry.getValue());
+    for (ResourceInformation entry : source.getResources()) {
+      dest.setResourceInformation(entry.getName(), entry);
     }
   }
 
@@ -251,25 +202,26 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract Map<String, ResourceInformation> getResources();
+  public abstract 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
+   * @throws ResourceNotFoundException if the resource can't be found
    */
   @Public
   @Evolving
   public ResourceInformation getResourceInformation(String resource)
-      throws YarnException {
-    if (getResources().containsKey(resource)) {
-      return getResources().get(resource);
+      throws ResourceNotFoundException {
+    Integer index = ResourceUtils.getResourceTypeIndex().get(resource);
+    ResourceInformation[] resources = getResources();
+    if (index != null) {
+      return resources[index];
     }
-    throw new YarnException(
-        "Unknown resource '" + resource + "'. Known resources are "
-            + getResources().keySet());
+    throw new ResourceNotFoundException("Unknown resource '" + resource
+        + "'. Known resources are " + Arrays.toString(resources));
   }
 
   /**
@@ -278,17 +230,13 @@ public abstract class Resource implements Comparable<Resource> {
    *
    * @param resource name of the resource
    * @return the value for the resource
-   * @throws YarnException if the resource can't be found
+   * @throws ResourceNotFoundException if the resource can't be found
    */
   @Public
   @Evolving
-  public Long getResourceValue(String resource) throws YarnException {
-    if (getResources().containsKey(resource)) {
-      return getResources().get(resource).getValue();
-    }
-    throw new YarnException(
-        "Unknown resource '" + resource + "'. Known resources are "
-            + getResources().keySet());
+  public long getResourceValue(String resource)
+      throws ResourceNotFoundException {
+    return getResourceInformation(resource).getValue();
   }
 
   /**
@@ -301,23 +249,18 @@ public abstract class Resource implements Comparable<Resource> {
   @Public
   @Evolving
   public void setResourceInformation(String resource,
-      ResourceInformation resourceInformation) throws ResourceNotFoundException {
-    if (resource.equals(ResourceInformation.MEMORY_MB.getName())) {
+      ResourceInformation resourceInformation)
+      throws ResourceNotFoundException {
+    if (resource.equals(MEMORY)) {
       this.setMemorySize(resourceInformation.getValue());
       return;
     }
-    if (resource.equals(ResourceInformation.VCORES.getName())) {
+    if (resource.equals(VCORES)) {
       this.setVirtualCores((int) resourceInformation.getValue());
       return;
     }
-    if (getResources().containsKey(resource)) {
-      ResourceInformation
-          .copy(resourceInformation, getResources().get(resource));
-      return;
-    }
-    throw new ResourceNotFoundException(
-        "Unknown resource '" + resource + "'. Known resources are "
-            + getResources().keySet());
+    ResourceInformation storedResourceInfo = getResourceInformation(resource);
+    ResourceInformation.copy(resourceInformation, storedResourceInfo);
   }
 
   /**
@@ -332,21 +275,17 @@ public abstract class Resource implements Comparable<Resource> {
   @Evolving
   public void setResourceValue(String resource, Long value)
       throws ResourceNotFoundException {
-    if (resource.equals(ResourceInformation.MEMORY_MB.getName())) {
+    if (resource.equals(MEMORY)) {
       this.setMemorySize(value);
       return;
     }
-    if (resource.equals(ResourceInformation.VCORES.getName())) {
+    if (resource.equals(VCORES)) {
       this.setVirtualCores(value.intValue());
       return;
     }
-    if (getResources().containsKey(resource)) {
-      getResources().get(resource).setValue(value);
-      return;
-    }
-    throw new ResourceNotFoundException(
-        "Unknown resource '" + resource + "'. Known resources are "
-            + getResources().keySet());
+
+    ResourceInformation storedResourceInfo = getResourceInformation(resource);
+    storedResourceInfo.setValue(value);
   }
 
   @Override
@@ -356,13 +295,10 @@ 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_MB.getName())
-          || entry.getKey().equals(ResourceInformation.VCORES.getName())) {
-        continue;
+    for (ResourceInformation entry : getResources()) {
+      if (!entry.getName().equals(MEMORY) && !entry.getName().equals(VCORES)) {
+        result = prime * result + entry.hashCode();
       }
-      result = prime * result + entry.getValue().hashCode();
     }
     return result;
   }
@@ -379,11 +315,26 @@ public abstract class Resource implements Comparable<Resource> {
       return false;
     }
     Resource other = (Resource) obj;
-    if (getMemorySize() != other.getMemorySize() || getVirtualCores() != other
-        .getVirtualCores()) {
+    if (getMemorySize() != other.getMemorySize()
+        || getVirtualCores() != other.getVirtualCores()) {
+      return false;
+    }
+
+    ResourceInformation[] myVectors = getResources();
+    ResourceInformation[] otherVectors = other.getResources();
+
+    if (myVectors.length != otherVectors.length) {
       return false;
     }
-    return this.getResources().equals(other.getResources());
+
+    for (int i = 0; i < myVectors.length; i++) {
+      ResourceInformation a = myVectors[i];
+      ResourceInformation b = otherVectors[i];
+      if ((a != b) && ((a == null) || !a.equals(b))) {
+        return false;
+      }
+    }
+    return true;
   }
 
   @Override
@@ -391,21 +342,20 @@ public abstract class Resource implements Comparable<Resource> {
     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_MB.getName())
-          && entry.getValue().getUnits()
+    for (ResourceInformation entry : getResources()) {
+      if (entry.getName().equals(MEMORY)
+          && entry.getUnits()
           .equals(ResourceInformation.MEMORY_MB.getUnits())) {
         continue;
       }
-      if (entry.getKey().equals(ResourceInformation.VCORES.getName())
-          && entry.getValue().getUnits()
+      if (entry.getName().equals(VCORES)
+          && entry.getUnits()
           .equals(ResourceInformation.VCORES.getUnits())) {
         continue;
       }
-      sb.append(", ").append(entry.getKey()).append(": ")
-          .append(entry.getValue().getValue())
-          .append(entry.getValue().getUnits());
+      sb.append(", ").append(entry.getName()).append(": ")
+          .append(entry.getValue())
+          .append(entry.getUnits());
     }
     sb.append(">");
     return sb.toString();
@@ -413,28 +363,30 @@ public abstract class Resource implements Comparable<Resource> {
 
   @Override
   public int compareTo(Resource other) {
-    Map<String, ResourceInformation> thisResources, otherResources;
-    thisResources = this.getResources();
-    otherResources = other.getResources();
-    long diff = thisResources.size() - otherResources.size();
+    ResourceInformation[] thisResources = this.getResources();
+    ResourceInformation[] otherResources = other.getResources();
+
+    // compare memory and vcores first(in that order) to preserve
+    // existing behaviour
+    long diff = this.getMemorySize() - other.getMemorySize();
     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) {
-          diff = this.getVirtualCores() - other.getVirtualCores();
-        }
-        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()));
+      diff = this.getVirtualCores() - other.getVirtualCores();
+    }
+    if (diff == 0) {
+      diff = thisResources.length - otherResources.length;
+      if (diff == 0) {
+        int maxLength = ResourceUtils.getResourceTypesArray().length;
+        for (int i = 0; i < maxLength; i++) {
+          // For memory and vcores, we can skip the loop as it's already
+          // compared.
+          if (i < 2) {
+            continue;
+          }
+
+          ResourceInformation entry = thisResources[i];
+          ResourceInformation otherEntry = otherResources[i];
+          if (entry.getName().equals(otherEntry.getName())) {
+            diff = entry.compareTo(otherEntry);
             if (diff != 0) {
               break;
             }
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 7c0f055..4717d82 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
@@ -242,10 +242,15 @@ public class ResourceInformation implements Comparable<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);
+    if (!this.name.equals(r.getName())
+        || !this.resourceType.equals(r.getResourceType())) {
+      return false;
+    }
+    if (this.units.equals(r.units)) {
+      return this.value == r.value;
+    }
+    return (UnitsConversionUtil.compare(this.units, this.value, r.units,
+        r.value) == 0);
   }
 
   @Override
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
new file mode 100644
index 0000000..83db542
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
@@ -0,0 +1,133 @@
+/**
+ * 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;
+
+import org.apache.hadoop.classification.InterfaceAudience.Public;
+import org.apache.hadoop.classification.InterfaceStability.Unstable;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+
+import java.util.Arrays;
+
+/**
+ * <p>
+ * <code>BaseResource</code> extends Resource to handle base resources such
+ * as memory and CPU.
+ * TODO: We have a long term plan to use AbstractResource when additional
+ * resource types are to be handled as well.
+ * </p>
+ *
+ * <p>
+ * Currently it models both <em>memory</em> and <em>CPU</em>.
+ * </p>
+ *
+ * <p>
+ * The unit for memory is megabytes. CPU is modeled with virtual cores (vcores),
+ * a unit for expressing parallelism. A node's capacity should be configured
+ * with virtual cores equal to its number of physical cores. A container should
+ * be requested with the number of cores it can saturate, i.e. the average
+ * number of threads it expects to have runnable at a time.
+ * </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>
+ *
+ * @see Resource
+ */
+@Public
+@Unstable
+public class BaseResource extends Resource {
+
+  private ResourceInformation memoryResInfo;
+  private ResourceInformation vcoresResInfo;
+  protected ResourceInformation[] resources = null;
+  protected ResourceInformation[] readOnlyResources = null;
+
+  protected enum MandatoryResources {
+    MEMORY(0), VCORES(1);
+
+    private final int id;
+
+    MandatoryResources(int id) {
+      this.id = id;
+    }
+
+    public int getId() {
+      return this.id;
+    }
+  }
+
+  public BaseResource() {
+    // Base constructor.
+  }
+
+  public BaseResource(long memory, long vcores) {
+    this.memoryResInfo = ResourceInformation.newInstance(MEMORY,
+        ResourceInformation.MEMORY_MB.getUnits(), memory);
+    this.vcoresResInfo = ResourceInformation.newInstance(VCORES, "", vcores);
+
+    resources = new ResourceInformation[MandatoryResources.values().length];
+    readOnlyResources = new ResourceInformation[MandatoryResources
+        .values().length];
+    resources[MandatoryResources.MEMORY.id] = memoryResInfo;
+    resources[MandatoryResources.VCORES.id] = vcoresResInfo;
+    readOnlyResources = Arrays.copyOf(resources, resources.length);
+  }
+
+  @Override
+  @SuppressWarnings("deprecation")
+  public int getMemory() {
+    return (int) memoryResInfo.getValue();
+  }
+
+  @Override
+  @SuppressWarnings("deprecation")
+  public void setMemory(int memory) {
+    this.memoryResInfo.setValue(memory);
+  }
+
+  @Override
+  public long getMemorySize() {
+    return memoryResInfo.getValue();
+  }
+
+  @Override
+  public void setMemorySize(long memory) {
+    this.memoryResInfo.setValue(memory);
+  }
+
+  @Override
+  public int getVirtualCores() {
+    return (int) vcoresResInfo.getValue();
+  }
+
+  @Override
+  public void setVirtualCores(int vcores) {
+    this.vcoresResInfo.setValue(vcores);
+  }
+
+  @Override
+  public ResourceInformation[] getResources() {
+    return readOnlyResources;
+  }
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java
new file mode 100644
index 0000000..d04e339
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/package-info.java
@@ -0,0 +1,22 @@
+/*
+ * 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.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+package org.apache.hadoop.yarn.api.records.impl;
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
\ No newline at end of file
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 c7663de..7b737bc 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
@@ -186,11 +186,11 @@ public class UnitsConversionUtil {
     if (!KNOWN_UNITS.contains(unitB)) {
       throw new IllegalArgumentException("Unknown unit '" + unitB + "'");
     }
-    Converter unitAC = getConverter(unitA);
-    Converter unitBC = getConverter(unitB);
     if (unitA.equals(unitB)) {
-      return Long.valueOf(valueA).compareTo(valueB);
+      return Long.compare(valueA, valueB);
     }
+    Converter unitAC = getConverter(unitA);
+    Converter unitBC = getConverter(unitB);
     int unitAPos = SORTED_UNITS.indexOf(unitA);
     int unitBPos = SORTED_UNITS.indexOf(unitB);
     try {
@@ -201,7 +201,7 @@ public class UnitsConversionUtil {
       } else {
         tmpA = convert(unitA, unitB, valueA);
       }
-      return Long.valueOf(tmpA).compareTo(tmpB);
+      return Long.compare(tmpA, tmpB);
     } catch (IllegalArgumentException ie) {
       BigInteger tmpA = BigInteger.valueOf(valueA);
       BigInteger tmpB = BigInteger.valueOf(valueB);
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-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
similarity index 72%
rename from hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
rename to hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 86cf872..49feafa 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-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -42,6 +42,7 @@ import java.util.HashMap;
 import java.util.HashSet;
 import java.util.Map;
 import java.util.Set;
+import java.util.concurrent.ConcurrentHashMap;
 
 /**
  * Helper class to read the resource-types to be supported by the system.
@@ -65,11 +66,14 @@ public class ResourceUtils {
     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;
-
+  private static volatile boolean initializedResources = false;
+  private static final Map<String, Integer> RESOURCE_NAME_TO_INDEX =
+      new ConcurrentHashMap<String, Integer>();
+  private static volatile Map<String, ResourceInformation> resourceTypes;
+  private static volatile String[] resourceNamesArray;
+  private static volatile ResourceInformation[] resourceTypesArray;
+  private static volatile boolean initializedNodeResources = false;
+  private static volatile Map<String, ResourceInformation> readOnlyNodeResources;
 
   static final Log LOG = LogFactory.getLog(ResourceUtils.class);
 
@@ -127,21 +131,17 @@ public class ResourceUtils {
 
   private static void setMinimumAllocationForMandatoryResources(
       Map<String, ResourceInformation> res, Configuration conf) {
-    String[][] resourceTypesKeys =
-        {
-          { ResourceInformation.MEMORY_MB.getName(),
+    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.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()
-          }
-        };
+                YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_VCORES),
+            ResourceInformation.VCORES.getName()}};
     for (String[] arr : resourceTypesKeys) {
       String resourceTypesKey =
           YarnConfiguration.RESOURCE_TYPES + "." + arr[0] + MINIMUM_ALLOCATION;
@@ -166,23 +166,17 @@ public class ResourceUtils {
 
   private static void setMaximumAllocationForMandatoryResources(
       Map<String, ResourceInformation> res, Configuration conf) {
-    String[][] resourceTypesKeys =
-        {
-          {
-            ResourceInformation.MEMORY_MB.getName(),
+    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.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()
-          }
-        };
+                YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES),
+            ResourceInformation.VCORES.getName()}};
     for (String[] arr : resourceTypesKeys) {
       String resourceTypesKey =
           YarnConfiguration.RESOURCE_TYPES + "." + arr[0] + MAXIMUM_ALLOCATION;
@@ -251,7 +245,50 @@ public class ResourceUtils {
     addManadtoryResources(resourceInformationMap);
     setMinimumAllocationForMandatoryResources(resourceInformationMap, conf);
     setMaximumAllocationForMandatoryResources(resourceInformationMap, conf);
-    readOnlyResources = Collections.unmodifiableMap(resourceInformationMap);
+    resourceTypes = Collections.unmodifiableMap(resourceInformationMap);
+    updateKnownResources();
+    updateResourceTypeIndex();
+  }
+
+  private static void updateKnownResources() {
+    // Update resource names.
+    resourceNamesArray = new String[resourceTypes.size()];
+    resourceTypesArray = new ResourceInformation[resourceTypes.size()];
+
+    int index = 2;
+    for (ResourceInformation resInfo : resourceTypes.values()) {
+      if (resInfo.getName().equals(MEMORY)) {
+        resourceTypesArray[0] = ResourceInformation
+            .newInstance(resourceTypes.get(MEMORY));
+        resourceNamesArray[0] = MEMORY;
+      } else if (resInfo.getName().equals(VCORES)) {
+        resourceTypesArray[1] = ResourceInformation
+            .newInstance(resourceTypes.get(VCORES));
+        resourceNamesArray[1] = VCORES;
+      } else {
+        resourceTypesArray[index] = ResourceInformation.newInstance(resInfo);
+        resourceNamesArray[index] = resInfo.getName();
+        index++;
+      }
+    }
+  }
+
+  private static void updateResourceTypeIndex() {
+    RESOURCE_NAME_TO_INDEX.clear();
+
+    for (int index = 0; index < resourceTypesArray.length; index++) {
+      ResourceInformation resInfo = resourceTypesArray[index];
+      RESOURCE_NAME_TO_INDEX.put(resInfo.getName(), index);
+    }
+  }
+
+  /**
+   * Get associate index of resource types such memory, cpu etc.
+   * This could help to access each resource types in a resource faster.
+   * @return Index map for all Resource Types.
+   */
+  public static Map<String, Integer> getResourceTypeIndex() {
+    return RESOURCE_NAME_TO_INDEX;
   }
 
   /**
@@ -264,6 +301,22 @@ public class ResourceUtils {
         YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
   }
 
+  /**
+   * Get resource names array, this is mostly for performance perspective. Never
+   * modify returned array.
+   *
+   * @return resourceNamesArray
+   */
+  public static String[] getResourceNamesArray() {
+    getResourceTypes(null, YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+    return resourceNamesArray;
+  }
+
+  public static ResourceInformation[] getResourceTypesArray() {
+    getResourceTypes(null, YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+    return resourceTypesArray;
+  }
+
   private static Map<String, ResourceInformation> getResourceTypes(
       Configuration conf) {
     return getResourceTypes(conf,
@@ -272,30 +325,28 @@ public class ResourceUtils {
 
   private static Map<String, ResourceInformation> getResourceTypes(
       Configuration conf, String resourceFile) {
-    if (lock == null) {
+    if (!initializedResources) {
       synchronized (ResourceUtils.class) {
-        if (lock == null) {
-          synchronized (ResourceUtils.class) {
-            Map<String, ResourceInformation> resources = new HashMap<>();
-            if (conf == null) {
-              conf = new YarnConfiguration();
-            }
-            try {
-              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();
-            }
+        if (!initializedResources) {
+          Map<String, ResourceInformation> resources = new HashMap<>();
+          if (conf == null) {
+            conf = new YarnConfiguration();
+          }
+          try {
+            addResourcesFileToConf(resourceFile, conf);
+            LOG.debug("Found " + resourceFile + ", adding to configuration");
+            initializeResourcesMap(conf, resources);
+            initializedResources = true;
+          } catch (FileNotFoundException fe) {
+            LOG.info("Unable to find '" + resourceFile
+                + "'. Falling back to memory and vcores as resources", fe);
+            initializeResourcesMap(conf, resources);
+            initializedResources = true;
           }
         }
       }
     }
-    return readOnlyResources;
+    return resourceTypes;
   }
 
   private static InputStream getConfInputStream(String resourceFile,
@@ -341,13 +392,15 @@ public class ResourceUtils {
   }
 
   @VisibleForTesting
-  static void resetResourceTypes() {
-    lock = null;
+  synchronized static void resetResourceTypes() {
+    initializedResources = false;
   }
 
   @VisibleForTesting
   public static void resetResourceTypes(Configuration conf) {
-    lock = null;
+    synchronized (ResourceUtils.class) {
+      initializedResources = false;
+    }
     getResourceTypes(conf);
   }
 
@@ -375,17 +428,17 @@ public class ResourceUtils {
    */
   public static Map<String, ResourceInformation> getNodeResourceInformation(
       Configuration conf) {
-    if (nodeLock == null) {
+    if (!initializedNodeResources) {
       synchronized (ResourceUtils.class) {
-        if (nodeLock == null) {
-          synchronized (ResourceUtils.class) {
-            Map<String, ResourceInformation> nodeResources =
-                initializeNodeResourceInformation(conf);
-            addManadtoryResources(nodeResources);
-            checkMandatatoryResources(nodeResources);
-            readOnlyNodeResources = Collections.unmodifiableMap(nodeResources);
-            nodeLock = new Object();
-          }
+        if (!initializedNodeResources) {
+          Map<String, ResourceInformation> nodeResources = initializeNodeResourceInformation(
+              conf);
+          addManadtoryResources(nodeResources);
+          checkMandatatoryResources(nodeResources);
+          setMinimumAllocationForMandatoryResources(nodeResources, conf);
+          setMaximumAllocationForMandatoryResources(nodeResources, conf);
+          readOnlyNodeResources = Collections.unmodifiableMap(nodeResources);
+          initializedNodeResources = true;
         }
       }
     }
@@ -433,28 +486,24 @@ public class ResourceUtils {
 
   @VisibleForTesting
   synchronized public static void resetNodeResources() {
-    nodeLock = null;
+    initializedNodeResources = false;
   }
 
   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();
+    for (ResourceInformation entry : resourceTypesArray) {
+      String name = entry.getName();
       if (name.equals(ResourceInformation.MEMORY_MB.getName())) {
-        ret.setMemorySize(entry.getValue().getMinimumAllocation());
-        continue;
-      }
-      if (name.equals(ResourceInformation.VCORES.getName())) {
-        Long tmp = entry.getValue().getMinimumAllocation();
+        ret.setMemorySize(entry.getMinimumAllocation());
+      } else if (name.equals(ResourceInformation.VCORES.getName())) {
+        Long tmp = entry.getMinimumAllocation();
         if (tmp > Integer.MAX_VALUE) {
           tmp = (long) Integer.MAX_VALUE;
         }
         ret.setVirtualCores(tmp.intValue());
-        continue;
+      } else {
+        ret.setResourceValue(name, entry.getMinimumAllocation());
       }
-      ret.setResourceValue(name, entry.getValue().getMinimumAllocation());
     }
     return ret;
   }
@@ -464,24 +513,21 @@ public class ResourceUtils {
    * @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();
+    for (ResourceInformation entry : resourceTypesArray) {
+      String name = entry.getName();
       if (name.equals(ResourceInformation.MEMORY_MB.getName())) {
-        ret.setMemorySize(entry.getValue().getMaximumAllocation());
-        continue;
-      }
-      if (name.equals(ResourceInformation.VCORES.getName())) {
-        Long tmp = entry.getValue().getMaximumAllocation();
+        ret.setMemorySize(entry.getMaximumAllocation());
+      } else if (name.equals(ResourceInformation.VCORES.getName())) {
+        Long tmp = entry.getMaximumAllocation();
         if (tmp > Integer.MAX_VALUE) {
           tmp = (long) Integer.MAX_VALUE;
         }
         ret.setVirtualCores(tmp.intValue());
         continue;
+      } else {
+        ret.setResourceValue(name, entry.getMaximumAllocation());
       }
-      ret.setResourceValue(name, entry.getValue().getMaximumAllocation());
     }
     return ret;
   }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
new file mode 100644
index 0000000..01c7eb0
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
@@ -0,0 +1,22 @@
+/*
+ * 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.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+package org.apache.hadoop.yarn.util.resource;
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
\ No newline at end of file
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 e8b0594..8176068 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
@@ -472,9 +472,8 @@ public class ProtoUtils {
       List<YarnProtos.StringLongMapProto> pList) {
     Resource tmp = Resource.newInstance(0, 0);
     Map<String, Long> ret = new HashMap<>();
-    for (Map.Entry<String, ResourceInformation> entry : tmp.getResources()
-        .entrySet()) {
-      ret.put(entry.getKey(), 0L);
+    for (ResourceInformation entry : tmp.getResources()) {
+      ret.put(entry.getName(), 0L);
     }
     if (pList != null) {
       for (YarnProtos.StringLongMapProto p : pList) {
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 6e51efa..00be77a 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
@@ -25,6 +25,7 @@ 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.api.records.impl.BaseResource;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
@@ -33,14 +34,13 @@ 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.HashMap;
+import java.util.Arrays;
 import java.util.Map;
-import java.util.Collections;
 
 
 @Private
 @Unstable
-public class ResourcePBImpl extends Resource {
+public class ResourcePBImpl extends BaseResource {
 
   private static final Log LOG = LogFactory.getLog(ResourcePBImpl.class);
 
@@ -48,10 +48,6 @@ public class ResourcePBImpl extends Resource {
   ResourceProto.Builder builder = null;
   boolean viaProto = false;
 
-  private Map<String, ResourceInformation> resources;
-  private Map<String, ResourceInformation> readOnlyResources;
-
-
   // call via ProtoUtils.convertToProtoFormat(Resource)
   static ResourceProto getProto(Resource r) {
     final ResourcePBImpl pb;
@@ -72,8 +68,6 @@ public class ResourcePBImpl extends Resource {
   public ResourcePBImpl(ResourceProto proto) {
     this.proto = proto;
     viaProto = true;
-    this.readOnlyResources = null;
-    this.resources = null;
     initResources();
   }
 
@@ -101,11 +95,13 @@ public class ResourcePBImpl extends Resource {
   public long getMemorySize() {
     // memory should always be present
     initResources();
-    ResourceInformation ri =
-        this.getResourceInformation(ResourceInformation.MEMORY_MB.getName());
-    return UnitsConversionUtil
-        .convert(ri.getUnits(), ResourceInformation.MEMORY_MB.getUnits(),
-            ri.getValue());
+    ResourceInformation ri = resources[MandatoryResources.MEMORY.getId()];
+
+    if (ri.getUnits().isEmpty()) {
+      return ri.getValue();
+    }
+    return UnitsConversionUtil.convert(ri.getUnits(),
+        ResourceInformation.MEMORY_MB.getUnits(), ri.getValue());
   }
 
   @Override
@@ -117,23 +113,20 @@ public class ResourcePBImpl extends Resource {
   @Override
   public void setMemorySize(long memory) {
     maybeInitBuilder();
-    getResourceInformation(ResourceInformation.MEMORY_MB.getName())
-        .setValue(memory);
+    getResourceInformation(MEMORY).setValue(memory);
   }
 
   @Override
   public int getVirtualCores() {
     // vcores should always be present
     initResources();
-    return this.getResourceValue(ResourceInformation.VCORES.getName())
-        .intValue();
+    return (int) resources[MandatoryResources.VCORES.getId()].getValue();
   }
 
   @Override
   public void setVirtualCores(int vCores) {
     maybeInitBuilder();
-    getResourceInformation(ResourceInformation.VCORES.getName())
-        .setValue(vCores);
+    getResourceInformation(VCORES).setValue(vCores);
   }
 
   private void initResources() {
@@ -142,6 +135,7 @@ public class ResourcePBImpl extends Resource {
     }
     ResourceProtoOrBuilder p = viaProto ? proto : builder;
     initResourcesMap();
+    Map<String, Integer> indexMap = ResourceUtils.getResourceTypeIndex();
     for (ResourceInformationProto entry : p.getResourceValueMapList()) {
       ResourceTypes type =
           entry.hasType() ? ProtoUtils.convertFromProtoFormat(entry.getType()) :
@@ -150,14 +144,16 @@ public class ResourcePBImpl extends Resource {
       long value = entry.hasValue() ? entry.getValue() : 0L;
       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());
-        resources.get(ri.getName()).setValue(value);
-      } else {
+      Integer index = indexMap.get(entry.getKey());
+      if (index == null) {
         LOG.warn("Got unknown resource type: " + ri.getName() + "; skipping");
+      } else {
+        resources[index].setResourceType(ri.getResourceType());
+        resources[index].setUnits(ri.getUnits());
+        resources[index].setValue(value);
       }
     }
+    readOnlyResources = Arrays.copyOf(resources, resources.length);
     this.setMemorySize(p.getMemory());
     this.setVirtualCores(p.getVirtualCores());
   }
@@ -173,79 +169,67 @@ public class ResourcePBImpl extends Resource {
     if (!resource.equals(resourceInformation.getName())) {
       resourceInformation.setName(resource);
     }
-    initResources();
-    if (resources.containsKey(resource)) {
-      ResourceInformation.copy(resourceInformation, resources.get(resource));
-    }
+    ResourceInformation storedResourceInfo = getResourceInformation(resource);
+    ResourceInformation.copy(resourceInformation, storedResourceInfo);
   }
 
   @Override
   public void setResourceValue(String resource, Long value)
       throws ResourceNotFoundException {
     maybeInitBuilder();
-    initResources();
     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");
-    }
-    resources.get(resource).setValue(value);
+    getResourceInformation(resource).setValue(value);
   }
 
   @Override
-  public Map<String, ResourceInformation> getResources() {
+  public ResourceInformation[] getResources() {
     initResources();
-    return readOnlyResources;
+    return super.getResources();
   }
 
   @Override
-  public ResourceInformation getResourceInformation(String resource) {
+  public ResourceInformation getResourceInformation(String resource)
+      throws ResourceNotFoundException {
     initResources();
-    if (this.resources.containsKey(resource)) {
-      return this.resources.get(resource);
-    }
-    throw new ResourceNotFoundException("Could not find entry for " + resource);
+    return super.getResourceInformation(resource);
   }
 
   @Override
-  public Long getResourceValue(String resource) {
+  public long getResourceValue(String resource)
+      throws ResourceNotFoundException {
     initResources();
-    if (this.resources.containsKey(resource)) {
-      return this.resources.get(resource).getValue();
-    }
-    throw new ResourceNotFoundException("Could not find entry for " + resource);
+    return super.getResourceValue(resource);
   }
 
   private void initResourcesMap() {
     if (resources == null) {
-      resources = new HashMap<>();
-      Map<String, ResourceInformation> types = ResourceUtils.getResourceTypes();
+      ResourceInformation[] types = ResourceUtils.getResourceTypesArray();
       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()));
+
+      resources = new ResourceInformation[types.length];
+      readOnlyResources = new ResourceInformation[types.length];
+      for (ResourceInformation entry : types) {
+        int index = ResourceUtils.getResourceTypeIndex().get(entry.getName());
+        resources[index] = ResourceInformation.newInstance(entry);
       }
-      readOnlyResources = Collections.unmodifiableMap(resources);
     }
   }
 
   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());
+    if(resources != null && resources.length != 0) {
+      for (ResourceInformation resInfo : resources) {
+        ResourceInformationProto.Builder e = ResourceInformationProto
+            .newBuilder();
+        e.setKey(resInfo.getName());
+        e.setUnits(resInfo.getUnits());
+        e.setType(ProtoUtils.converToProtoFormat(resInfo.getResourceType()));
+        e.setValue(resInfo.getValue());
         builder.addResourceValueMap(e);
       }
     }
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 79bb03d..ea5c8a8 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
@@ -23,10 +23,9 @@ 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.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
-import java.util.Set;
 
 /**
  * A {@link ResourceCalculator} which uses the concept of
@@ -56,10 +55,10 @@ public class DominantResourceCalculator extends ResourceCalculator {
       LogFactory.getLog(DominantResourceCalculator.class);
 
 
-  private Set<String> resourceNames;
+  private String[] resourceNames;
 
   public DominantResourceCalculator() {
-    resourceNames = ResourceUtils.getResourceTypes().keySet();
+    resourceNames = ResourceUtils.getResourceNamesArray();
   }
 
   /**
@@ -88,7 +87,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         } else if (diff <= -1) {
           rhsGreater = true;
         }
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + rName, ye);
       }
@@ -163,7 +162,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
                 .getValue();
         min = min < tmp ? min : tmp;
         max = max > tmp ? max : tmp;
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -187,7 +186,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
           long tmp = availableResource.getValue() / requiredResourceValue;
           min = min < tmp ? min : tmp;
         }
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -206,14 +205,9 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   @Override
   public boolean isInvalidDivisor(Resource r) {
-    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);
+    for (ResourceInformation res : r.getResources()) {
+      if (res.getValue() == 0L) {
+        return true;
       }
     }
     return false;
@@ -235,7 +229,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         float tmp =
             (float) aResourceInformation.getValue() / (float) bResourceValue;
         ratio = ratio > tmp ? ratio : tmp;
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -256,7 +250,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
             ret.getResourceInformation(resource);
         resourceInformation.setValue(
             divideAndCeil(resourceInformation.getValue(), denominator));
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -307,7 +301,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         }
         tmp.setValue(Math.min(value, maximumValue));
         ret.setResourceInformation(resource, tmp);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -347,7 +341,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         ResourceInformation
             .copy(rResourceInformation, ret.getResourceInformation(resource));
         ret.getResourceInformation(resource).setValue(value);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -372,28 +366,29 @@ public class DominantResourceCalculator extends ResourceCalculator {
     Resource ret = Resource.newInstance(r);
     for (String resource : resourceNames) {
       try {
-        ResourceInformation rResourceInformation =
-            r.getResourceInformation(resource);
-        ResourceInformation stepFactorResourceInformation =
-            stepFactor.getResourceInformation(resource);
+        ResourceInformation rResourceInformation = r
+            .getResourceInformation(resource);
+        ResourceInformation stepFactorResourceInformation = stepFactor
+            .getResourceInformation(resource);
         ResourceInformation tmp = ret.getResourceInformation(resource);
 
-        Long rValue = rResourceInformation.getValue();
-        Long stepFactorValue = UnitsConversionUtil
-            .convert(stepFactorResourceInformation.getUnits(),
-                rResourceInformation.getUnits(),
-                stepFactorResourceInformation.getValue());
-        Long value;
+        long rValue = rResourceInformation.getValue();
+        long stepFactorValue = UnitsConversionUtil.convert(
+            stepFactorResourceInformation.getUnits(),
+            rResourceInformation.getUnits(),
+            stepFactorResourceInformation.getValue());
+        long value;
         if (stepFactorValue != 0) {
-          value = roundUp ?
-              roundUp((long) Math.ceil(rValue * by), stepFactorValue) :
-              roundDown((long) (rValue * by), stepFactorValue);
+          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);
+          value = roundUp
+              ? (long) Math.ceil(rValue * by)
+              : (long) (rValue * by);
         }
         tmp.setValue(value);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
       }
@@ -416,7 +411,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
         if(sResourceValue > bResourceInformation.getValue()) {
           return false;
         }
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
         return false;
       }
     }
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 d143e93..f62114d 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
@@ -18,30 +18,31 @@
 
 package org.apache.hadoop.yarn.util.resource;
 
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
 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.api.records.impl.BaseResource;
 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;
-import java.util.Map;
+import java.util.Arrays;
 
 @InterfaceAudience.LimitedPrivate({ "YARN", "MapReduce" })
 @Unstable
 public class Resources {
 
+  private static final Log LOG =
+      LogFactory.getLog(Resources.class);
+
   /**
    * 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 {
+  static class FixedValueResource extends BaseResource {
 
-    private Map<String, ResourceInformation> resources;
     private long resourceValue;
     private String name;
 
@@ -53,7 +54,7 @@ public class Resources {
     FixedValueResource(String rName, long value) {
       this.resourceValue = value;
       this.name = rName;
-      resources = initResourceMap();
+      initResourceMap();
     }
 
     private int resourceValueToInt() {
@@ -96,31 +97,6 @@ public class Resources {
     }
 
     @Override
-    public Map<String, ResourceInformation> getResources() {
-      return Collections.unmodifiableMap(this.resources);
-    }
-
-    @Override
-    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 getResourceValue(String resource) throws YarnException {
-      if (resources.containsKey(resource)) {
-        return resourceValue;
-      }
-      throw new YarnException("" + resource + " not found");
-    }
-
-    @Override
     public void setResourceInformation(String resource,
         ResourceInformation resourceInformation)
         throws ResourceNotFoundException {
@@ -133,24 +109,24 @@ public class Resources {
       throw new RuntimeException(name + " cannot be modified!");
     }
 
-    private Map<String, ResourceInformation> initResourceMap() {
-      Map<String, ResourceInformation> tmp = new HashMap<>();
-      Map<String, ResourceInformation> types = ResourceUtils.getResourceTypes();
+    private void initResourceMap() {
+      ResourceInformation[] types = ResourceUtils.getResourceTypesArray();
       if (types != null) {
-        for (Map.Entry<String, ResourceInformation> entry : types.entrySet()) {
-          tmp.put(entry.getKey(),
-              ResourceInformation.newInstance(entry.getValue()));
-          tmp.get(entry.getKey()).setValue(resourceValue);
+        resources = new ResourceInformation[types.length];
+        readOnlyResources = new ResourceInformation[types.length];
+        for (int index = 0; index < types.length; index++) {
+          resources[index] = ResourceInformation.newInstance(types[index]);
+          resources[index].setValue(resourceValue);
+
+          // this is a fix for getVirtualCores returning an int
+          if (resourceValue > Integer.MAX_VALUE && ResourceInformation.VCORES
+              .getName().equals(resources[index].getName())) {
+            resources[index].setValue((long) Integer.MAX_VALUE);
+          }
         }
       }
-      // 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;
+      readOnlyResources = Arrays.copyOf(resources, resources.length);
     }
-
   }
 
   public static Resource createResource(int memory) {
@@ -197,17 +173,19 @@ public class Resources {
   }
 
   public static Resource addTo(Resource lhs, Resource rhs) {
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue());
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
+            ? rhsValue.getValue()
+            : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                lhsValue.getUnits(), rhsValue.getValue());
         lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
       }
     }
@@ -219,17 +197,19 @@ public class Resources {
   }
 
   public static Resource subtractFrom(Resource lhs, Resource rhs) {
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue());
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
+            ? rhsValue.getValue()
+            : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                lhsValue.getUnits(), rhsValue.getValue());
         lhs.setResourceValue(name, lhsValue.getValue() - convertedRhs);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
       }
     }
@@ -263,10 +243,9 @@ public class Resources {
   }
 
   public static Resource multiplyTo(Resource lhs, double by) {
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
-      ResourceInformation lhsValue = entry.getValue();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
+      ResourceInformation lhsValue = entry;
       lhs.setResourceValue(name, (long) (lhsValue.getValue() * by));
     }
     return lhs;
@@ -282,17 +261,21 @@ public class Resources {
    */
   public static Resource multiplyAndAddTo(
       Resource lhs, Resource rhs, double by) {
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = (long) (UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue()) * by);
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (long) (((rhsValue.getUnits()
+            .equals(lhsValue.getUnits()))
+                ? rhsValue.getValue()
+                : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                    lhsValue.getUnits(), rhsValue.getValue()))
+            * by);
         lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
       }
     }
@@ -311,10 +294,9 @@ public class Resources {
   
   public static Resource multiplyAndRoundDown(Resource lhs, double by) {
     Resource out = clone(lhs);
-    for (Map.Entry<String, ResourceInformation> entry : out.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
-      ResourceInformation lhsValue = entry.getValue();
+    for (ResourceInformation entry : out.getResources()) {
+      String name = entry.getName();
+      ResourceInformation lhsValue = entry;
       out.setResourceValue(name, (long) (lhsValue.getValue() * by));
     }
     return out;
@@ -416,19 +398,21 @@ public class Resources {
   }
   
   public static boolean fitsIn(Resource smaller, Resource bigger) {
-    for (Map.Entry<String, ResourceInformation> entry : smaller.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : smaller.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = bigger.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue());
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
+            ? rhsValue.getValue()
+            : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                lhsValue.getUnits(), rhsValue.getValue());
         if(lhsValue.getValue() > convertedRhs) {
           return false;
         }
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         return false;
       }
     }
@@ -442,19 +426,21 @@ public class Resources {
   
   public static Resource componentwiseMin(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue());
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
+            ? rhsValue.getValue()
+            : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                lhsValue.getUnits(), rhsValue.getValue());
         ResourceInformation outInfo =
             lhsValue.getValue() < convertedRhs ? lhsValue : rhsValue;
         ret.setResourceInformation(name, outInfo);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
       }
     }
@@ -463,19 +449,21 @@ public class Resources {
   
   public static Resource componentwiseMax(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    for (Map.Entry<String, ResourceInformation> entry : lhs.getResources()
-        .entrySet()) {
-      String name = entry.getKey();
+    for (ResourceInformation entry : lhs.getResources()) {
+      String name = entry.getName();
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry.getValue();
-        long convertedRhs = UnitsConversionUtil
-            .convert(rhsValue.getUnits(), lhsValue.getUnits(),
-                rhsValue.getValue());
+        ResourceInformation lhsValue = entry;
+
+        long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
+            ? rhsValue.getValue()
+            : UnitsConversionUtil.convert(rhsValue.getUnits(),
+                lhsValue.getUnits(), rhsValue.getValue());
         ResourceInformation outInfo =
             lhsValue.getValue() > convertedRhs ? lhsValue : rhsValue;
         ret.setResourceInformation(name, outInfo);
-      } catch (YarnException ye) {
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
       }
     }
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 38554b6..b530150 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
@@ -276,13 +276,17 @@ public class TestResourceUtils {
       String resourceFile = entry.getKey();
       ResourceUtils.resetNodeResources();
       File dest;
-      File source =
-          new File(conf.getClassLoader().getResource(resourceFile).getFile());
+      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);
+      Map<String, ResourceInformation> actual = ResourceUtils
+          .getNodeResourceInformation(conf);
+      Assert.assertEquals(actual.size(),
+          entry.getValue().getResources().length);
+      for (ResourceInformation resInfo : entry.getValue().getResources()) {
+        Assert.assertEquals(resInfo, actual.get(resInfo.getName()));
+      }
       dest.delete();
     }
   }
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 1555e55..a8404fb 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
@@ -105,7 +105,7 @@ public class TestResources {
         unboundedClone.compareTo(createResource(0, Integer.MAX_VALUE)) > 0);
   }
 
-  @Test(timeout=10000)
+  @Test(timeout = 10000)
   public void testCompareToWithNoneResource() {
     assertTrue(Resources.none().compareTo(createResource(0, 0)) == 0);
     assertTrue(Resources.none().compareTo(createResource(1, 0)) < 0);
@@ -114,7 +114,6 @@ public class TestResources {
     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=10000)
@@ -246,7 +245,9 @@ public class TestResources {
   }
 
   @Test
-  public void testMultiplyAndAddTo() {
+  public void testMultiplyAndAddTo() throws Exception {
+    unsetExtraResourceType();
+    setupExtraResourceType();
     assertEquals(createResource(6, 4),
         multiplyAndAddTo(createResource(3, 1), createResource(2, 2), 1.5));
     assertEquals(createResource(6, 4, 0),
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
index 8ef6d99..0982ef9 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
@@ -178,16 +178,15 @@ public class RMAppAttemptMetrics {
 
   private void updateUsageMap(Resource allocated, long deltaUsedMillis,
       Map<String, AtomicLong> targetMap) {
-    for (Map.Entry<String, ResourceInformation> entry : allocated.getResources()
-        .entrySet()) {
+    for (ResourceInformation entry : allocated.getResources()) {
       AtomicLong resourceUsed;
-      if (!targetMap.containsKey(entry.getKey())) {
+      if (!targetMap.containsKey(entry.getName())) {
         resourceUsed = new AtomicLong(0);
-        targetMap.put(entry.getKey(), resourceUsed);
+        targetMap.put(entry.getName(), resourceUsed);
 
       }
-      resourceUsed = targetMap.get(entry.getKey());
-      resourceUsed.addAndGet((entry.getValue().getValue() * deltaUsedMillis)
+      resourceUsed = targetMap.get(entry.getName());
+      resourceUsed.addAndGet((entry.getValue() * deltaUsedMillis)
           / DateUtils.MILLIS_PER_SECOND);
     }
   }
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/SchedulerApplicationAttempt.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
index 1785dfb..1e1f327 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
@@ -1006,13 +1006,12 @@ public class SchedulerApplicationAttempt implements SchedulableEntity {
       for (RMContainer rmContainer : this.liveContainers.values()) {
         long usedMillis = currentTimeMillis - rmContainer.getCreationTime();
         Resource resource = rmContainer.getContainer().getResource();
-        for (Map.Entry<String, ResourceInformation> entry : resource
-            .getResources().entrySet()) {
+        for (ResourceInformation entry : resource.getResources()) {
           long value = RMServerUtils
-              .getOrDefault(resourceSecondsMap, entry.getKey(), 0L);
-          value += entry.getValue().getValue() * usedMillis
+              .getOrDefault(resourceSecondsMap, entry.getName(), 0L);
+          value += entry.getValue() * usedMillis
               / DateUtils.MILLIS_PER_SECOND;
-          resourceSecondsMap.put(entry.getKey(), value);
+          resourceSecondsMap.put(entry.getName(), value);
         }
       }
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
index 887b854..81491b1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
@@ -18,6 +18,7 @@
 
 package org.apache.hadoop.yarn.server.resourcemanager.webapp.dao;
 
+import java.util.Arrays;
 import java.util.EnumSet;
 
 import javax.xml.bind.annotation.XmlRootElement;
@@ -73,7 +74,7 @@ public class SchedulerInfo {
   }
 
   public String getSchedulerResourceTypes() {
-    return minAllocResource.getResource().getResources().keySet().toString();
+    return Arrays.toString(minAllocResource.getResource().getResources());
   }
 
   public int getMaxClusterLevelAppPriority() {
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 3a959b5..72803f1 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
@@ -249,6 +249,7 @@ public class TestAppManager{
     ResourceScheduler scheduler = mockResourceScheduler();
     ((RMContextImpl)rmContext).setScheduler(scheduler);
     Configuration conf = new Configuration();
+    conf.setBoolean(YarnConfiguration.NODE_LABELS_ENABLED, true);
     ((RMContextImpl) rmContext).setYarnConfiguration(conf);
     ApplicationMasterService masterService =
         new ApplicationMasterService(rmContext, scheduler);


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[hadoop] 11/33: YARN-9177. Use resource map for app metrics in TestCombinedSystemMetricsPublisher for branch-2

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 82d309b794d0e10daebfbf6e2d39556edc7c08ec
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Tue Jan 8 15:36:11 2019 -0500

    YARN-9177. Use resource map for app metrics in TestCombinedSystemMetricsPublisher for branch-2
---
 .../metrics/TestCombinedSystemMetricsPublisher.java        | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestCombinedSystemMetricsPublisher.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestCombinedSystemMetricsPublisher.java
index 4f55a6b..fdb3238 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestCombinedSystemMetricsPublisher.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestCombinedSystemMetricsPublisher.java
@@ -30,7 +30,9 @@ import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.EnumSet;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentMap;
 
@@ -46,6 +48,7 @@ import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
 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.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
 import org.apache.hadoop.yarn.api.records.timeline.TimelineEntity;
 import org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntityType;
@@ -481,9 +484,16 @@ public class TestCombinedSystemMetricsPublisher {
     when(rmApp.getCurrentAppAttempt()).thenReturn(appAttempt);
     when(rmApp.getFinalApplicationStatus()).thenReturn(
         FinalApplicationStatus.UNDEFINED);
+    Map<String, Long> resourceMap = new HashMap<>();
+    resourceMap
+        .put(ResourceInformation.MEMORY_MB.getName(), (long) Integer.MAX_VALUE);
+    resourceMap.put(ResourceInformation.VCORES.getName(), Long.MAX_VALUE);
+    Map<String, Long> preemptedMap = new HashMap<>();
+    preemptedMap
+        .put(ResourceInformation.MEMORY_MB.getName(), (long) Integer.MAX_VALUE);
     when(rmApp.getRMAppMetrics()).thenReturn(
-        new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, Integer.MAX_VALUE,
-            Long.MAX_VALUE, Integer.MAX_VALUE, Long.MAX_VALUE));
+        new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, resourceMap,
+            preemptedMap));
     when(rmApp.getApplicationTags()).thenReturn(
         Collections.<String> emptySet());
     ApplicationSubmissionContext appSubmissionContext =


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[hadoop] 13/33: YARN-6761. Fix build for YARN-3926 branch. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 8938036ffae84031ce7d43b53933b0840f96356d
Author: Sunil G <su...@apache.org>
AuthorDate: Mon Jul 10 09:21:26 2017 +0530

    YARN-6761. Fix build for YARN-3926 branch. Contributed by Varun Vasudev.
    
    (cherry picked from commit ca2808d8bbe49766029e5dba88ff863f6c993287)
---
 .../apache/hadoop/yarn/api/records/Resource.java   | 112 ++++++++++++++++-----
 .../util/resource/DominantResourceCalculator.java  |   1 +
 2 files changed, 90 insertions(+), 23 deletions(-)

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 c51357c..fb31745 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
@@ -29,6 +29,8 @@ import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.util.Records;
 
+import java.util.Collections;
+import java.util.HashMap;
 import java.util.Map;
 
 /**
@@ -58,12 +60,17 @@ import java.util.Map;
 @Stable
 public abstract class Resource implements Comparable<Resource> {
 
+  private static Resource tmpResource = Records.newRecord(Resource.class);
+
   private static class SimpleResource extends Resource {
     private long memory;
     private long vcores;
+    private Map<String, ResourceInformation> resourceInformationMap;
+
     SimpleResource(long memory, long vcores) {
       this.memory = memory;
       this.vcores = vcores;
+
     }
     @Override
     public int getMemory() {
@@ -89,17 +96,44 @@ public abstract class Resource implements Comparable<Resource> {
     public void setVirtualCores(int vcores) {
       this.vcores = vcores;
     }
+    @Override
+    public Map<String, ResourceInformation> getResources() {
+      if (resourceInformationMap == null) {
+        resourceInformationMap = new HashMap<>();
+        resourceInformationMap.put(ResourceInformation.MEMORY_MB.getName(),
+            ResourceInformation.newInstance(ResourceInformation.MEMORY_MB));
+        resourceInformationMap.put(ResourceInformation.VCORES.getName(),
+            ResourceInformation.newInstance(ResourceInformation.VCORES));
+      }
+      resourceInformationMap.get(ResourceInformation.MEMORY_MB.getName())
+          .setValue(this.memory);
+      resourceInformationMap.get(ResourceInformation.VCORES.getName())
+          .setValue(this.vcores);
+      return Collections.unmodifiableMap(resourceInformationMap);
+    }
   }
 
   @Public
   @Stable
   public static Resource newInstance(int memory, int vCores) {
+    if (tmpResource.getResources().size() > 2) {
+      Resource ret = Records.newRecord(Resource.class);
+      ret.setMemorySize(memory);
+      ret.setVirtualCores(vCores);
+      return ret;
+    }
     return new SimpleResource(memory, vCores);
   }
 
   @Public
   @Stable
   public static Resource newInstance(long memory, int vCores) {
+    if (tmpResource.getResources().size() > 2) {
+      Resource ret = Records.newRecord(Resource.class);
+      ret.setMemorySize(memory);
+      ret.setVirtualCores(vCores);
+      return ret;
+    }
     return new SimpleResource(memory, vCores);
   }
 
@@ -116,13 +150,7 @@ public abstract class Resource implements Comparable<Resource> {
   public static void copy(Resource source, Resource dest) {
     for (Map.Entry<String, ResourceInformation> entry : source.getResources()
         .entrySet()) {
-      try {
-        ResourceInformation.copy(entry.getValue(),
-            dest.getResourceInformation(entry.getKey()));
-      } catch (YarnException ye) {
-        dest.setResourceInformation(entry.getKey(),
-            ResourceInformation.newInstance(entry.getValue()));
-      }
+      dest.setResourceInformation(entry.getKey(), entry.getValue());
     }
   }
 
@@ -234,8 +262,15 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract ResourceInformation getResourceInformation(String resource)
-      throws YarnException;
+  public ResourceInformation getResourceInformation(String resource)
+      throws YarnException {
+    if (getResources().containsKey(resource)) {
+      return getResources().get(resource);
+    }
+    throw new YarnException(
+        "Unknown resource '" + resource + "'. Known resources are "
+            + getResources().keySet());
+  }
 
   /**
    * Get the value for a specified resource. No information about the units is
@@ -247,7 +282,14 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract Long getResourceValue(String resource) throws YarnException;
+  public Long getResourceValue(String resource) throws YarnException {
+    if (getResources().containsKey(resource)) {
+      return getResources().get(resource).getValue();
+    }
+    throw new YarnException(
+        "Unknown resource '" + resource + "'. Known resources are "
+            + getResources().keySet());
+  }
 
   /**
    * Set the ResourceInformation object for a particular resource.
@@ -258,8 +300,25 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract void setResourceInformation(String resource,
-      ResourceInformation resourceInformation) throws ResourceNotFoundException;
+  public void setResourceInformation(String resource,
+      ResourceInformation resourceInformation) throws ResourceNotFoundException {
+    if (resource.equals(ResourceInformation.MEMORY_MB.getName())) {
+      this.setMemorySize(resourceInformation.getValue());
+      return;
+    }
+    if (resource.equals(ResourceInformation.VCORES.getName())) {
+      this.setVirtualCores((int) resourceInformation.getValue());
+      return;
+    }
+    if (getResources().containsKey(resource)) {
+      ResourceInformation
+          .copy(resourceInformation, getResources().get(resource));
+      return;
+    }
+    throw new ResourceNotFoundException(
+        "Unknown resource '" + resource + "'. Known resources are "
+            + getResources().keySet());
+  }
 
   /**
    * Set the value of a resource in the ResourceInformation object. The unit of
@@ -271,8 +330,24 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract void setResourceValue(String resource, Long value)
-      throws ResourceNotFoundException;
+  public void setResourceValue(String resource, Long value)
+      throws ResourceNotFoundException {
+    if (resource.equals(ResourceInformation.MEMORY_MB.getName())) {
+      this.setMemorySize(value);
+      return;
+    }
+    if (resource.equals(ResourceInformation.VCORES.getName())) {
+      this.setVirtualCores(value.intValue());
+      return;
+    }
+    if (getResources().containsKey(resource)) {
+      getResources().get(resource).setValue(value);
+      return;
+    }
+    throw new ResourceNotFoundException(
+        "Unknown resource '" + resource + "'. Known resources are "
+            + getResources().keySet());
+  }
 
   @Override
   public int hashCode() {
@@ -312,15 +387,6 @@ public abstract class Resource implements Comparable<Resource> {
   }
 
   @Override
-  public int compareTo(Resource other) {
-    long diff = this.getMemorySize() - other.getMemorySize();
-    if (diff == 0) {
-      diff = this.getVirtualCores() - other.getVirtualCores();
-    }
-    return diff == 0 ? 0 : (diff > 0 ? 1 : -1);
-  }
-
-  @Override
   public String toString() {
     StringBuilder sb = new StringBuilder();
     sb.append("<memory:").append(getMemorySize()).append(", vCores:")
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 76bc364..79bb03d 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
@@ -306,6 +306,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
           value = roundUp(value, stepFactorValue);
         }
         tmp.setValue(Math.min(value, maximumValue));
+        ret.setResourceInformation(resource, tmp);
       } catch (YarnException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);


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[hadoop] 14/33: YARN-6786. [YARN-3926] ResourcePBImpl imports cleanup. Contributed by Yeliang Cang.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit b649fc02fd06e04da998ed53c6254b134e2b7532
Author: Sunil G <su...@apache.org>
AuthorDate: Thu Jul 13 16:30:59 2017 +0530

    YARN-6786. [YARN-3926] ResourcePBImpl imports cleanup. Contributed by Yeliang Cang.
    
    (cherry picked from commit 4e5632d28eb8f6b1b8830c2aa89ec6321d477977)
---
 .../org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java  | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

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 bba5f7e..6e51efa 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 +18,6 @@
 
 package org.apache.hadoop.yarn.api.records.impl.pb;
 
-import org.apache.commons.collections.map.UnmodifiableMap;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience.Private;
@@ -34,7 +33,10 @@ 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.*;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Collections;
+
 
 @Private
 @Unstable


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[hadoop] 29/33: YARN-9188. Port YARN-7136 to branch-2

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 7a89dd04fc8c775f8d52b19a3ed94b21e8b6d039
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Wed Jan 9 16:01:06 2019 -0500

    YARN-9188. Port YARN-7136 to branch-2
---
 .../hadoop-yarn/dev-support/findbugs-exclude.xml   |   2 +-
 .../apache/hadoop/yarn/api/records/Resource.java   | 178 +++++++-------
 .../yarn/api/records/ResourceInformation.java      |  15 +-
 ...{BaseResource.java => LightWeightResource.java} | 104 +++++---
 .../hadoop/yarn/util/resource/ResourceUtils.java   |  23 +-
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  19 +-
 .../util/resource/DominantResourceCalculator.java  |  75 +++---
 .../hadoop/yarn/util/resource/Resources.java       |  30 ++-
 .../yarn/util/resource/TestResourceUtils.java      |   2 +
 .../hadoop/yarn/server/resourcemanager/MockRM.java |   6 +-
 .../scheduler/capacity/TestCapacityScheduler.java  | 137 -----------
 .../capacity/TestCapacitySchedulerPerf.java        | 265 +++++++++++++++++++++
 .../apache/hadoop/yarn/server/MiniYARNCluster.java |   7 +-
 13 files changed, 524 insertions(+), 339 deletions(-)

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 e086fbe..45aa868 100644
--- a/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
+++ b/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
@@ -629,7 +629,7 @@
   </Match>
 
   <Match>
-    <Class name="org.apache.hadoop.yarn.api.records.impl.BaseResource" />
+    <Class name="org.apache.hadoop.yarn.api.records.Resource" />
     <Method name="getResources" />
     <Bug pattern="EI_EXPOSE_REP" />
   </Match>
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 f3a5bc2..37b50f2 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
@@ -27,7 +27,7 @@ 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;
-import org.apache.hadoop.yarn.api.records.impl.BaseResource;
+import org.apache.hadoop.yarn.api.records.impl.LightWeightResource;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.util.Records;
 import org.apache.hadoop.yarn.util.resource.ResourceUtils;
@@ -59,8 +59,15 @@ import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 @Stable
 public abstract class Resource implements Comparable<Resource> {
 
-  protected static final String MEMORY = ResourceInformation.MEMORY_MB.getName();
-  protected static final String VCORES = ResourceInformation.VCORES.getName();
+  protected ResourceInformation[] resources = null;
+
+  // Number of mandatory resources, this is added to avoid invoke
+  // MandatoryResources.values().length, since values() internally will
+  // copy array, etc.
+  protected static final int NUM_MANDATORY_RESOURCES = 2;
+
+  protected static final int MEMORY_INDEX = 0;
+  protected static final int VCORES_INDEX = 1;
 
   @Public
   @Stable
@@ -71,7 +78,7 @@ public abstract class Resource implements Comparable<Resource> {
       ret.setVirtualCores(vCores);
       return ret;
     }
-    return new BaseResource(memory, vCores);
+    return new LightWeightResource(memory, vCores);
   }
 
   @Public
@@ -83,7 +90,7 @@ public abstract class Resource implements Comparable<Resource> {
       ret.setVirtualCores(vCores);
       return ret;
     }
-    return new BaseResource(memory, vCores);
+    return new LightWeightResource(memory, vCores);
   }
 
   @InterfaceAudience.Private
@@ -201,7 +208,9 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public abstract ResourceInformation[] getResources();
+  public ResourceInformation[] getResources() {
+    return resources;
+  }
 
   /**
    * Get ResourceInformation for a specified resource.
@@ -215,7 +224,6 @@ public abstract class Resource implements Comparable<Resource> {
   public ResourceInformation getResourceInformation(String resource)
       throws ResourceNotFoundException {
     Integer index = ResourceUtils.getResourceTypeIndex().get(resource);
-    ResourceInformation[] resources = getResources();
     if (index != null) {
       return resources[index];
     }
@@ -236,12 +244,13 @@ public abstract class Resource implements Comparable<Resource> {
   @Evolving
   public ResourceInformation getResourceInformation(int index)
       throws ResourceNotFoundException {
-    ResourceInformation[] resources = getResources();
-    if (index < 0 || index >= resources.length) {
-      throw new ResourceNotFoundException("Unknown resource at index '" + index
-          + "'. Vaid resources are: " + Arrays.toString(resources));
+    ResourceInformation ri = null;
+    try {
+      ri = resources[index];
+    } catch (ArrayIndexOutOfBoundsException e) {
+      throwExceptionWhenArrayOutOfBound(index);
     }
-    return resources[index];
+    return ri;
   }
 
   /**
@@ -271,11 +280,11 @@ public abstract class Resource implements Comparable<Resource> {
   public void setResourceInformation(String resource,
       ResourceInformation resourceInformation)
       throws ResourceNotFoundException {
-    if (resource.equals(MEMORY)) {
+    if (resource.equals(ResourceInformation.MEMORY_URI)) {
       this.setMemorySize(resourceInformation.getValue());
       return;
     }
-    if (resource.equals(VCORES)) {
+    if (resource.equals(ResourceInformation.VCORES_URI)) {
       this.setVirtualCores((int) resourceInformation.getValue());
       return;
     }
@@ -298,7 +307,6 @@ public abstract class Resource implements Comparable<Resource> {
   public void setResourceInformation(int index,
       ResourceInformation resourceInformation)
       throws ResourceNotFoundException {
-    ResourceInformation[] resources = getResources();
     if (index < 0 || index >= resources.length) {
       throw new ResourceNotFoundException("Unknown resource at index '" + index
           + "'. Valid resources are " + Arrays.toString(resources));
@@ -318,11 +326,11 @@ public abstract class Resource implements Comparable<Resource> {
   @Evolving
   public void setResourceValue(String resource, long value)
       throws ResourceNotFoundException {
-    if (resource.equals(MEMORY)) {
+    if (resource.equals(ResourceInformation.MEMORY_URI)) {
       this.setMemorySize(value);
       return;
     }
-    if (resource.equals(VCORES)) {
+    if (resource.equals(ResourceInformation.VCORES_URI)) {
       this.setVirtualCores((int)value);
       return;
     }
@@ -346,27 +354,21 @@ public abstract class Resource implements Comparable<Resource> {
   @Evolving
   public void setResourceValue(int index, long value)
       throws ResourceNotFoundException {
-    ResourceInformation[] resources = getResources();
-    if (index < 0 || index >= resources.length) {
-      throw new ResourceNotFoundException("Unknown resource at index '" + index
-          + "'. Valid resources are " + Arrays.toString(resources));
+    try {
+      resources[index].setValue(value);
+    } catch (ArrayIndexOutOfBoundsException e) {
+      throwExceptionWhenArrayOutOfBound(index);
     }
-    resources[index].setValue(value);
   }
 
-  @Override
-  public int hashCode() {
-    final int prime = 263167;
-
-    int result = (int) (939769357
-        + getMemorySize()); // prime * result = 939769357 initially
-    result = prime * result + getVirtualCores();
-    for (ResourceInformation entry : getResources()) {
-      if (!entry.getName().equals(MEMORY) && !entry.getName().equals(VCORES)) {
-        result = prime * result + entry.hashCode();
-      }
-    }
-    return result;
+  private void throwExceptionWhenArrayOutOfBound(int index) {
+    String exceptionMsg = String.format(
+        "Trying to access ResourceInformation for given index=%d. "
+            + "Acceptable index range is [0,%d), please check double check "
+            + "configured resources in resource-types.xml",
+        index, ResourceUtils.getNumberOfKnownResourceTypes());
+
+    throw new ResourceNotFoundException(exceptionMsg);
   }
 
   @Override
@@ -381,20 +383,15 @@ public abstract class Resource implements Comparable<Resource> {
       return false;
     }
     Resource other = (Resource) obj;
-    if (getMemorySize() != other.getMemorySize()
-        || getVirtualCores() != other.getVirtualCores()) {
-      return false;
-    }
 
-    ResourceInformation[] myVectors = getResources();
     ResourceInformation[] otherVectors = other.getResources();
 
-    if (myVectors.length != otherVectors.length) {
+    if (resources.length != otherVectors.length) {
       return false;
     }
 
-    for (int i = 0; i < myVectors.length; i++) {
-      ResourceInformation a = myVectors[i];
+    for (int i = 0; i < resources.length; i++) {
+      ResourceInformation a = resources[i];
       ResourceInformation b = otherVectors[i];
       if ((a != b) && ((a == null) || !a.equals(b))) {
         return false;
@@ -404,63 +401,70 @@ public abstract class Resource implements Comparable<Resource> {
   }
 
   @Override
+  public int compareTo(Resource other) {
+    ResourceInformation[] otherResources = other.getResources();
+
+    int arrLenThis = this.resources.length;
+    int arrLenOther = otherResources.length;
+
+    // compare memory and vcores first(in that order) to preserve
+    // existing behaviour
+    for (int i = 0; i < arrLenThis; i++) {
+      ResourceInformation otherEntry;
+      try {
+        otherEntry = otherResources[i];
+      } catch (ArrayIndexOutOfBoundsException e) {
+        // For two vectors with different size and same prefix. Shorter vector
+        // goes first.
+        return 1;
+      }
+      ResourceInformation entry = resources[i];
+
+      long diff = entry.compareTo(otherEntry);
+      if (diff > 0) {
+        return 1;
+      } else if (diff < 0) {
+        return -1;
+      }
+    }
+
+    if (arrLenThis < arrLenOther) {
+      return -1;
+    }
+
+    return 0;
+  }
+
+  @Override
   public String toString() {
     StringBuilder sb = new StringBuilder();
+
     sb.append("<memory:").append(getMemorySize()).append(", vCores:")
         .append(getVirtualCores());
-    for (ResourceInformation entry : getResources()) {
-      if (entry.getName().equals(MEMORY)
-          && entry.getUnits()
-          .equals(ResourceInformation.MEMORY_MB.getUnits())) {
-        continue;
-      }
-      if (entry.getName().equals(VCORES)
-          && entry.getUnits()
-          .equals(ResourceInformation.VCORES.getUnits())) {
+
+    for (int i = 2; i < resources.length; i++) {
+      ResourceInformation ri = resources[i];
+      if (ri.getValue() == 0) {
         continue;
       }
-      sb.append(", ").append(entry.getName()).append(": ")
-          .append(entry.getValue())
-          .append(entry.getUnits());
+      sb.append(", ");
+      sb.append(ri.getName()).append(": ")
+          .append(ri.getValue());
+      sb.append(ri.getUnits());
     }
+
     sb.append(">");
     return sb.toString();
   }
 
   @Override
-  public int compareTo(Resource other) {
-    ResourceInformation[] thisResources = this.getResources();
-    ResourceInformation[] otherResources = other.getResources();
-
-    // compare memory and vcores first(in that order) to preserve
-    // existing behaviour
-    long diff = this.getMemorySize() - other.getMemorySize();
-    if (diff == 0) {
-      diff = this.getVirtualCores() - other.getVirtualCores();
-    }
-    if (diff == 0) {
-      diff = thisResources.length - otherResources.length;
-      if (diff == 0) {
-        int maxLength = ResourceUtils.getResourceTypesArray().length;
-        for (int i = 0; i < maxLength; i++) {
-          // For memory and vcores, we can skip the loop as it's already
-          // compared.
-          if (i < 2) {
-            continue;
-          }
-
-          ResourceInformation entry = thisResources[i];
-          ResourceInformation otherEntry = otherResources[i];
-          if (entry.getName().equals(otherEntry.getName())) {
-            diff = entry.compareTo(otherEntry);
-            if (diff != 0) {
-              break;
-            }
-          }
-        }
-      }
+  public int hashCode() {
+    final int prime = 47;
+    long result = 0;
+    for (ResourceInformation entry : resources) {
+      result = prime * result + entry.hashCode();
     }
-    return Long.compare(diff, 0);
+    return (int) result;
   }
 
   /**
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 4717d82..0cc1e9c 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
@@ -18,6 +18,7 @@
 
 package org.apache.hadoop.yarn.api.records;
 
+import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
@@ -34,8 +35,8 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   private long minimumAllocation;
   private long maximumAllocation;
 
-  private static final String MEMORY_URI = "memory-mb";
-  private static final String VCORES_URI = "vcores";
+  public static final String MEMORY_URI = "memory-mb";
+  public static final String VCORES_URI = "vcores";
 
   public static final ResourceInformation MEMORY_MB =
       ResourceInformation.newInstance(MEMORY_URI, "Mi");
@@ -84,6 +85,16 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   }
 
   /**
+   * Checking if a unit included by KNOWN_UNITS is an expensive operation. This
+   * can be avoided in critical path in RM.
+   * @param rUnits units for the resource
+   */
+  @InterfaceAudience.Private
+  public void setUnitsWithoutValidation(String rUnits) {
+    this.units = rUnits;
+  }
+
+  /**
    * Get the resource type.
    *
    * @return the resource type
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
similarity index 55%
rename from hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
rename to hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
index b5cc4d6..b80e133 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
@@ -18,19 +18,24 @@
 
 package org.apache.hadoop.yarn.api.records.impl;
 
-import org.apache.hadoop.classification.InterfaceAudience.Public;
+import org.apache.hadoop.classification.InterfaceAudience;
 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 java.util.Arrays;
+import static org.apache.hadoop.yarn.api.records.ResourceInformation.MEMORY_MB;
+import static org.apache.hadoop.yarn.api.records.ResourceInformation.MEMORY_URI;
+import static org.apache.hadoop.yarn.api.records.ResourceInformation.VCORES_URI;
 
 /**
  * <p>
- * <code>BaseResource</code> extends Resource to handle base resources such
+ * <code>LightResource</code> extends Resource to handle base resources such
  * as memory and CPU.
  * TODO: We have a long term plan to use AbstractResource when additional
  * resource types are to be handled as well.
+ * This will be used to speed up internal calculation to avoid creating
+ * costly PB-backed Resource object: <code>ResourcePBImpl</code>
  * </p>
  *
  * <p>
@@ -54,48 +59,34 @@ import java.util.Arrays;
  *
  * @see Resource
  */
-@Public
+@InterfaceAudience.Private
 @Unstable
-public class BaseResource extends Resource {
+public class LightWeightResource extends Resource {
 
   private ResourceInformation memoryResInfo;
   private ResourceInformation vcoresResInfo;
-  protected ResourceInformation[] resources = null;
-  protected ResourceInformation[] readOnlyResources = null;
 
-  // Number of mandatory resources, this is added to avoid invoke
-  // MandatoryResources.values().length, since values() internally will
-  // copy array, etc.
-  private static final int NUM_MANDATORY_RESOURCES = 2;
+  public LightWeightResource(long memory, long vcores) {
+    this.memoryResInfo = LightWeightResource.newDefaultInformation(MEMORY_URI,
+        MEMORY_MB.getUnits(), memory);
+    this.vcoresResInfo = LightWeightResource.newDefaultInformation(VCORES_URI,
+        "", vcores);
 
-  protected enum MandatoryResources {
-    MEMORY(0), VCORES(1);
-
-    private final int id;
-
-    MandatoryResources(int id) {
-      this.id = id;
-    }
-
-    public int getId() {
-      return this.id;
-    }
-  }
-
-  public BaseResource() {
-    // Base constructor.
+    resources = new ResourceInformation[NUM_MANDATORY_RESOURCES];
+    resources[MEMORY_INDEX] = memoryResInfo;
+    resources[VCORES_INDEX] = vcoresResInfo;
   }
 
-  public BaseResource(long memory, long vcores) {
-    this.memoryResInfo = ResourceInformation.newInstance(MEMORY,
-        ResourceInformation.MEMORY_MB.getUnits(), memory);
-    this.vcoresResInfo = ResourceInformation.newInstance(VCORES, "", vcores);
-
-    resources = new ResourceInformation[NUM_MANDATORY_RESOURCES];
-    readOnlyResources = new ResourceInformation[NUM_MANDATORY_RESOURCES];
-    resources[MandatoryResources.MEMORY.id] = memoryResInfo;
-    resources[MandatoryResources.VCORES.id] = vcoresResInfo;
-    readOnlyResources = Arrays.copyOf(resources, resources.length);
+  private static ResourceInformation newDefaultInformation(String name,
+      String unit, long value) {
+    ResourceInformation ri = new ResourceInformation();
+    ri.setName(name);
+    ri.setValue(value);
+    ri.setResourceType(ResourceTypes.COUNTABLE);
+    ri.setUnitsWithoutValidation(unit);
+    ri.setMinimumAllocation(0);
+    ri.setMaximumAllocation(Long.MAX_VALUE);
+    return ri;
   }
 
   @Override
@@ -131,7 +122,42 @@ public class BaseResource extends Resource {
   }
 
   @Override
-  public ResourceInformation[] getResources() {
-    return readOnlyResources;
+  public boolean equals(Object obj) {
+    if (this == obj) {
+      return true;
+    }
+    if (obj == null || !(obj instanceof Resource)) {
+      return false;
+    }
+    Resource other = (Resource) obj;
+    if (getMemorySize() != other.getMemorySize()
+        || getVirtualCores() != other.getVirtualCores()) {
+      return false;
+    }
+
+    return true;
+  }
+
+  @Override
+  public int compareTo(Resource other) {
+    // compare memory and vcores first(in that order) to preserve
+    // existing behaviour
+    long diff = this.getMemorySize() - other.getMemorySize();
+    if (diff == 0) {
+      return this.getVirtualCores() - other.getVirtualCores();
+    } else if (diff > 0){
+      return 1;
+    } else {
+      return -1;
+    }
+  }
+
+  @Override
+  public int hashCode() {
+    final int prime = 47;
+    long result = prime + getMemorySize();
+    result = prime * result + getVirtualCores();
+
+    return (int) result;
   }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index e3e25d1..110453a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -244,13 +244,28 @@ public class ResourceUtils {
                 minimumAllocation, maximumAllocation));
       }
     }
+
     checkMandatoryResources(resourceInformationMap);
     addMandatoryResources(resourceInformationMap);
+
     setMinimumAllocationForMandatoryResources(resourceInformationMap, conf);
     setMaximumAllocationForMandatoryResources(resourceInformationMap, conf);
+
+    initializeResourcesFromResourceInformationMap(resourceInformationMap);
+  }
+
+  /**
+   * This method is visible for testing, unit test can construct a
+   * resourceInformationMap and pass it to this method to initialize multiple resources.
+   * @param resourceInformationMap constructed resource information map.
+   */
+  @VisibleForTesting
+  public static void initializeResourcesFromResourceInformationMap(
+      Map<String, ResourceInformation> resourceInformationMap) {
     resourceTypes = Collections.unmodifiableMap(resourceInformationMap);
     updateKnownResources();
     updateResourceTypeIndex();
+    initializedResources = true;
   }
 
   private static void updateKnownResources() {
@@ -347,14 +362,12 @@ public class ResourceUtils {
           try {
             addResourcesFileToConf(resourceFile, conf);
             LOG.debug("Found " + resourceFile + ", adding to configuration");
-            initializeResourcesMap(conf);
-            initializedResources = true;
           } catch (FileNotFoundException fe) {
             LOG.info("Unable to find '" + resourceFile
                 + "'. Falling back to memory and vcores as resources.");
-            initializeResourcesMap(conf);
-            initializedResources = true;
           }
+          initializeResourcesMap(conf);
+
         }
       }
     }
@@ -558,7 +571,7 @@ public class ResourceUtils {
    */
   public static String getDefaultUnit(String resourceType) {
     ResourceInformation ri = getResourceTypes().get(resourceType);
-    if (null != ri) {
+    if (ri != null) {
       return ri.getUnits();
     }
     return "";
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 9f34bec..06c30ff 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
@@ -25,7 +25,6 @@ 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.api.records.impl.BaseResource;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
@@ -34,13 +33,12 @@ import org.apache.hadoop.yarn.proto.YarnProtos.ResourceInformationProto;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 
-import java.util.Arrays;
 import java.util.Map;
 
 
 @Private
 @Unstable
-public class ResourcePBImpl extends BaseResource {
+public class ResourcePBImpl extends Resource {
 
   private static final Log LOG = LogFactory.getLog(ResourcePBImpl.class);
 
@@ -95,7 +93,7 @@ public class ResourcePBImpl extends BaseResource {
   @Override
   public long getMemorySize() {
     // memory should always be present
-    ResourceInformation ri = resources[MandatoryResources.MEMORY.getId()];
+    ResourceInformation ri = resources[MEMORY_INDEX];
 
     if (ri.getUnits().isEmpty()) {
       return ri.getValue();
@@ -113,19 +111,19 @@ public class ResourcePBImpl extends BaseResource {
   @Override
   public void setMemorySize(long memory) {
     maybeInitBuilder();
-    getResourceInformation(MEMORY).setValue(memory);
+    getResourceInformation(ResourceInformation.MEMORY_URI).setValue(memory);
   }
 
   @Override
   public int getVirtualCores() {
     // vcores should always be present
-    return (int) resources[MandatoryResources.VCORES.getId()].getValue();
+    return (int) resources[VCORES_INDEX].getValue();
   }
 
   @Override
   public void setVirtualCores(int vCores) {
     maybeInitBuilder();
-    getResourceInformation(VCORES).setValue(vCores);
+    getResourceInformation(ResourceInformation.VCORES_URI).setValue(vCores);
   }
 
   private void initResources() {
@@ -156,7 +154,6 @@ public class ResourcePBImpl extends BaseResource {
         resources[index].setValue(value);
       }
     }
-    readOnlyResources = Arrays.copyOf(resources, resources.length);
     this.setMemorySize(p.getMemory());
     this.setVirtualCores(p.getVirtualCores());
   }
@@ -187,11 +184,6 @@ public class ResourcePBImpl extends BaseResource {
   }
 
   @Override
-  public ResourceInformation[] getResources() {
-    return super.getResources();
-  }
-
-  @Override
   public ResourceInformation getResourceInformation(String resource)
       throws ResourceNotFoundException {
     return super.getResourceInformation(resource);
@@ -212,7 +204,6 @@ public class ResourcePBImpl extends BaseResource {
       }
 
       resources = new ResourceInformation[types.length];
-      readOnlyResources = new ResourceInformation[types.length];
       for (ResourceInformation entry : types) {
         int index = ResourceUtils.getResourceTypeIndex().get(entry.getName());
         resources[index] = ResourceInformation.newInstance(entry);
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 ffd4fec..d64f03e 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
@@ -73,7 +73,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
     boolean rhsGreater = false;
     int ret = 0;
 
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation lhsResourceInformation = lhs
           .getResourceInformation(i);
@@ -111,10 +111,12 @@ public class DominantResourceCalculator extends ResourceCalculator {
     // resources and then look for which resource has the biggest
     // share overall.
     ResourceInformation[] clusterRes = clusterResource.getResources();
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
+
     // If array creation shows up as a time sink, these arrays could be cached
     // because they're always the same length.
-    double[] lhsShares = new double[clusterRes.length];
-    double[] rhsShares = new double[clusterRes.length];
+    double[] lhsShares = new double[maxLength];
+    double[] rhsShares = new double[maxLength];
     double diff;
 
     try {
@@ -124,10 +126,10 @@ public class DominantResourceCalculator extends ResourceCalculator {
         calculateShares(clusterRes, lhs, rhs, lhsShares, rhsShares, max);
 
         diff = max[0] - max[1];
-      } else if (clusterRes.length == 2) {
+      } else if (maxLength == 2) {
         // Special case to handle the common scenario of only CPU and memory
         // so that we can optimize for performance
-        diff = calculateSharesForMandatoryResources(clusterRes, lhs, rhs,
+        diff = calculateSharesForTwoMandatoryResources(clusterRes, lhs, rhs,
             lhsShares, rhsShares);
       } else {
         calculateShares(clusterRes, lhs, rhs, lhsShares, rhsShares);
@@ -182,7 +184,8 @@ public class DominantResourceCalculator extends ResourceCalculator {
     ResourceInformation[] firstRes = first.getResources();
     ResourceInformation[] secondRes = second.getResources();
 
-    for (int i = 0; i < clusterRes.length; i++) {
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
+    for (int i = 0; i < maxLength; i++) {
       firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
       secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
     }
@@ -205,35 +208,27 @@ public class DominantResourceCalculator extends ResourceCalculator {
    * second resource, respectively
    * @throws NullPointerException if any parameter is null
    */
-  private int calculateSharesForMandatoryResources(
+  private int calculateSharesForTwoMandatoryResources(
       ResourceInformation[] clusterRes, Resource first, Resource second,
       double[] firstShares, double[] secondShares) {
     ResourceInformation[] firstRes = first.getResources();
     ResourceInformation[] secondRes = second.getResources();
+    firstShares[0] = calculateShare(clusterRes[0], firstRes[0]);
+    secondShares[0] = calculateShare(clusterRes[0], secondRes[0]);
+    firstShares[1] = calculateShare(clusterRes[1], firstRes[1]);
+    secondShares[1] = calculateShare(clusterRes[1], secondRes[1]);
+
     int firstDom = 0;
+    int firstSub = 1;
+    if (firstShares[1] > firstShares[0]) {
+      firstDom = 1;
+      firstSub = 0;
+    }
     int secondDom = 0;
-    int firstSub = 0;
-    int secondSub = 0;
-
-    for (int i = 0; i < clusterRes.length; i++) {
-      firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
-      secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
-
-      if (firstShares[i] > firstShares[firstDom]) {
-        firstDom = i;
-      }
-
-      if (firstShares[i] < firstShares[firstSub]) {
-        firstSub = i;
-      }
-
-      if (secondShares[i] > secondShares[secondDom]) {
-        secondDom = i;
-      }
-
-      if (secondShares[i] < secondShares[secondSub]) {
-        secondSub = i;
-      }
+    int secondSub = 1;
+    if (secondShares[1] > secondShares[0]) {
+      secondDom = 1;
+      secondSub = 0;
     }
 
     if (firstShares[firstDom] > secondShares[secondDom]) {
@@ -280,7 +275,8 @@ public class DominantResourceCalculator extends ResourceCalculator {
     max[0] = 0.0;
     max[1] = 0.0;
 
-    for (int i = 0; i < clusterRes.length; i++) {
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
+    for (int i = 0; i < maxLength; i++) {
       firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
       secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
 
@@ -339,7 +335,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   public long computeAvailableContainers(Resource available,
       Resource required) {
     long min = Long.MAX_VALUE;
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation availableResource = available
           .getResourceInformation(i);
@@ -358,11 +354,12 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public float divide(Resource clusterResource,
       Resource numerator, Resource denominator) {
+    int nKnownResourceTypes = ResourceUtils.getNumberOfKnownResourceTypes();
     ResourceInformation[] clusterRes = clusterResource.getResources();
     // We have to provide the calculateShares() method with somewhere to store
     // the shares. We don't actually need these shares afterwards.
-    double[] numeratorShares = new double[clusterRes.length];
-    double[] denominatorShares = new double[clusterRes.length];
+    double[] numeratorShares = new double[nKnownResourceTypes];
+    double[] denominatorShares = new double[nKnownResourceTypes];
     // We also have to provide a place for calculateShares() to store the max
     // shares so that we can use them.
     double[] max = new double[2];
@@ -386,7 +383,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public float ratio(Resource a, Resource b) {
     float ratio = 0.0f;
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation aResourceInformation = a.getResourceInformation(i);
       ResourceInformation bResourceInformation = b.getResourceInformation(i);
@@ -407,7 +404,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   public Resource divideAndCeil(Resource numerator, long denominator) {
     Resource ret = Resource.newInstance(numerator);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation resourceInformation = ret.getResourceInformation(i);
       resourceInformation
@@ -428,7 +425,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   public Resource normalize(Resource r, Resource minimumResource,
       Resource maximumResource, Resource stepFactor) {
     Resource ret = Resource.newInstance(r);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation rResourceInformation = r.getResourceInformation(i);
       ResourceInformation minimumResourceInformation = minimumResource
@@ -474,7 +471,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   private Resource rounding(Resource r, Resource stepFactor, boolean roundUp) {
     Resource ret = Resource.newInstance(r);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation rResourceInformation = r.getResourceInformation(i);
       ResourceInformation stepFactorResourceInformation = stepFactor
@@ -513,7 +510,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   private Resource multiplyAndNormalize(Resource r, double by,
       Resource stepFactor, boolean roundUp) {
     Resource ret = Resource.newInstance(r);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation rResourceInformation = r.getResourceInformation(i);
       ResourceInformation stepFactorResourceInformation = stepFactor
@@ -542,7 +539,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   @Override
   public boolean fitsIn(Resource cluster, Resource smaller, Resource bigger) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       ResourceInformation sResourceInformation = smaller
           .getResourceInformation(i);
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 1e2ce15..325bce4 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
@@ -24,12 +24,9 @@ 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.api.records.impl.BaseResource;
 import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
-import java.util.Arrays;
-
 /**
  * Resources is a computation class which provides a set of apis to do
  * mathematical operations on Resource object.
@@ -45,9 +42,11 @@ public class Resources {
    * 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 BaseResource {
+  @InterfaceAudience.Private
+  @Unstable
+  static class FixedValueResource extends Resource {
 
-    private long resourceValue;
+    private final long resourceValue;
     private String name;
 
     /**
@@ -101,6 +100,19 @@ public class Resources {
     }
 
     @Override
+    public void setResourceInformation(int index,
+        ResourceInformation resourceInformation)
+        throws ResourceNotFoundException {
+      throw new RuntimeException(name + " cannot be modified!");
+    }
+
+    @Override
+    public void setResourceValue(int index, long value)
+        throws ResourceNotFoundException {
+      throw new RuntimeException(name + " cannot be modified!");
+    }
+
+    @Override
     public void setResourceInformation(String resource,
         ResourceInformation resourceInformation)
         throws ResourceNotFoundException {
@@ -117,19 +129,11 @@ public class Resources {
       ResourceInformation[] types = ResourceUtils.getResourceTypesArray();
       if (types != null) {
         resources = new ResourceInformation[types.length];
-        readOnlyResources = new ResourceInformation[types.length];
         for (int index = 0; index < types.length; index++) {
           resources[index] = ResourceInformation.newInstance(types[index]);
           resources[index].setValue(resourceValue);
-
-          // this is a fix for getVirtualCores returning an int
-          if (resourceValue > Integer.MAX_VALUE && ResourceInformation.VCORES
-              .getName().equals(resources[index].getName())) {
-            resources[index].setValue((long) Integer.MAX_VALUE);
-          }
         }
       }
-      readOnlyResources = Arrays.copyOf(resources, resources.length);
     }
   }
 
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 a5550a7..d6bab92 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
@@ -37,6 +37,8 @@ import java.util.Map;
  * Test class to verify all resource utility methods.
  */
 public class TestResourceUtils {
+  public static final String TEST_CONF_RESET_RESOURCE_TYPES =
+      "yarn.test.reset-resource-types";
 
   static class ResourceFileInformation {
     String filename;
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 2d7f3f6..0754584 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
@@ -105,6 +105,7 @@ 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.hadoop.yarn.util.resource.TestResourceUtils;
 import org.apache.log4j.Level;
 import org.apache.log4j.LogManager;
 import org.apache.log4j.Logger;
@@ -151,7 +152,10 @@ public class MockRM extends ResourceManager {
   public MockRM(Configuration conf, RMStateStore store,
       boolean useNullRMNodeLabelsManager, boolean useRealElector) {
     super();
-    ResourceUtils.resetResourceTypes(conf);
+    if (conf.getBoolean(TestResourceUtils.TEST_CONF_RESET_RESOURCE_TYPES,
+        true)) {
+      ResourceUtils.resetResourceTypes(conf);
+    }
     this.useNullRMNodeLabelsManager = useNullRMNodeLabelsManager;
     this.useRealElector = useRealElector;
     init(conf instanceof YarnConfiguration ? conf : new YarnConfiguration(conf));
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/capacity/TestCapacityScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestCapacityScheduler.java
index d23ef59..bb14e1e 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestCapacityScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestCapacityScheduler.java
@@ -4341,143 +4341,6 @@ public class TestCapacityScheduler {
     rm.stop();
   }
 
-  @Test (timeout = 300000)
-  public void testUserLimitThroughput() throws Exception {
-    // Since this is more of a performance unit test, only run if
-    // RunUserLimitThroughput is set (-DRunUserLimitThroughput=true)
-    Assume.assumeTrue(Boolean.valueOf(
-        System.getProperty("RunUserLimitThroughput")));
-
-    CapacitySchedulerConfiguration csconf =
-        new CapacitySchedulerConfiguration();
-    csconf.setMaximumApplicationMasterResourcePerQueuePercent("root", 100.0f);
-    csconf.setMaximumAMResourcePercentPerPartition("root", "", 100.0f);
-    csconf.setMaximumApplicationMasterResourcePerQueuePercent("root.default",
-        100.0f);
-    csconf.setMaximumAMResourcePercentPerPartition("root.default", "", 100.0f);
-    csconf.setResourceComparator(DominantResourceCalculator.class);
-
-    YarnConfiguration conf = new YarnConfiguration(csconf);
-      conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
-          ResourceScheduler.class);
-
-    MockRM rm = new MockRM(conf);
-    rm.start();
-
-    CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
-    LeafQueue qb = (LeafQueue)cs.getQueue("default");
-
-    // For now make user limit large so we can activate all applications
-    qb.setUserLimitFactor((float)100.0);
-    qb.setupConfigurableCapacities();
-
-    SchedulerEvent addAppEvent;
-    SchedulerEvent addAttemptEvent;
-    Container container = mock(Container.class);
-    ApplicationSubmissionContext submissionContext =
-        mock(ApplicationSubmissionContext.class);
-
-    final int appCount = 100;
-    ApplicationId[] appids = new ApplicationId[appCount];
-    RMAppAttemptImpl[] attempts = new RMAppAttemptImpl[appCount];
-    ApplicationAttemptId[] appAttemptIds = new ApplicationAttemptId[appCount];
-    RMAppImpl[] apps = new RMAppImpl[appCount];
-    RMAppAttemptMetrics[] attemptMetrics = new RMAppAttemptMetrics[appCount];
-    for (int i=0; i<appCount; i++) {
-      appids[i] = BuilderUtils.newApplicationId(100, i);
-      appAttemptIds[i] =
-      BuilderUtils.newApplicationAttemptId(appids[i], 1);
-
-      attemptMetrics[i] =
-          new RMAppAttemptMetrics(appAttemptIds[i], rm.getRMContext());
-      apps[i] = mock(RMAppImpl.class);
-      when(apps[i].getApplicationId()).thenReturn(appids[i]);
-      attempts[i] = mock(RMAppAttemptImpl.class);
-      when(attempts[i].getMasterContainer()).thenReturn(container);
-      when(attempts[i].getSubmissionContext()).thenReturn(submissionContext);
-      when(attempts[i].getAppAttemptId()).thenReturn(appAttemptIds[i]);
-      when(attempts[i].getRMAppAttemptMetrics()).thenReturn(attemptMetrics[i]);
-      when(apps[i].getCurrentAppAttempt()).thenReturn(attempts[i]);
-
-      rm.getRMContext().getRMApps().put(appids[i], apps[i]);
-      addAppEvent =
-          new AppAddedSchedulerEvent(appids[i], "default", "user1");
-      cs.handle(addAppEvent);
-      addAttemptEvent =
-          new AppAttemptAddedSchedulerEvent(appAttemptIds[i], false);
-      cs.handle(addAttemptEvent);
-    }
-
-    // add nodes  to cluster, so cluster has 20GB and 20 vcores
-    Resource newResource = Resource.newInstance(10 * GB, 10);
-    RMNode node = MockNodes.newNodeInfo(0, newResource, 1, "127.0.0.1");
-    cs.handle(new NodeAddedSchedulerEvent(node));
-
-    Resource newResource2 = Resource.newInstance(10 * GB, 10);
-    RMNode node2 = MockNodes.newNodeInfo(0, newResource2, 1, "127.0.0.2");
-    cs.handle(new NodeAddedSchedulerEvent(node2));
-
-    Priority u0Priority = TestUtils.createMockPriority(1);
-    RecordFactory recordFactory =
-        RecordFactoryProvider.getRecordFactory(null);
-
-    FiCaSchedulerApp[] fiCaApps = new FiCaSchedulerApp[appCount];
-    for (int i=0;i<appCount;i++) {
-      fiCaApps[i] =
-          cs.getSchedulerApplications().get(apps[i].getApplicationId())
-              .getCurrentAppAttempt();
-      // allocate container for app2 with 1GB memory and 1 vcore
-      fiCaApps[i].updateResourceRequests(Collections.singletonList(
-          TestUtils.createResourceRequest(ResourceRequest.ANY, 1*GB, 1, true,
-              u0Priority, recordFactory)));
-    }
-    // Now force everything to be over user limit
-    qb.setUserLimitFactor((float)0.0);
-
-    // Quiet the loggers while measuring throughput
-    for (Enumeration<?> loggers=LogManager.getCurrentLoggers();
-        loggers.hasMoreElements(); )  {
-      Logger logger = (Logger) loggers.nextElement();
-      logger.setLevel(Level.WARN);
-    }
-    final int topn = 20;
-    final int iterations = 2000000;
-    final int printInterval = 20000;
-    final float numerator = 1000.0f * printInterval;
-    PriorityQueue<Long> queue = new PriorityQueue<>(topn,
-        Collections.reverseOrder());
-
-    long n = Time.monotonicNow();
-    long timespent = 0;
-    for (int i = 0; i < iterations; i+=2) {
-      if (i > 0  && i % printInterval == 0){
-        long ts = (Time.monotonicNow() - n);
-        if (queue.size() < topn) {
-          queue.offer(ts);
-        } else {
-          Long last = queue.peek();
-          if (last > ts) {
-            queue.poll();
-            queue.offer(ts);
-          }
-        }
-        System.out.println(i + " " + (numerator / ts));
-        n= Time.monotonicNow();
-      }
-    cs.handle(new NodeUpdateSchedulerEvent(node));
-    cs.handle(new NodeUpdateSchedulerEvent(node2));
-    }
-    timespent=0;
-    int entries = queue.size();
-    while(queue.size() > 0){
-      long l = queue.poll();
-      timespent += l;
-    }
-    System.out.println("Avg of fastest " + entries + ": "
-        + numerator / (timespent / entries));
-    rm.stop();
-  }
-
   @Test
   public void testCSQueueBlocked() throws Exception {
     CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
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/capacity/TestCapacitySchedulerPerf.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestCapacitySchedulerPerf.java
new file mode 100644
index 0000000..0837fd7
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestCapacitySchedulerPerf.java
@@ -0,0 +1,265 @@
+/**
+ * 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.scheduler.capacity;
+
+import org.apache.hadoop.util.Time;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
+import org.apache.hadoop.yarn.api.records.ApplicationId;
+import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
+import org.apache.hadoop.yarn.api.records.Container;
+import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.api.records.ResourceRequest;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.factories.RecordFactory;
+import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
+import org.apache.hadoop.yarn.server.resourcemanager.MockNodes;
+import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
+import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMAppImpl;
+import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptImpl;
+import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptMetrics;
+import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNode;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.fica.FiCaSchedulerApp;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAddedSchedulerEvent;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAttemptAddedSchedulerEvent;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeAddedSchedulerEvent;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeUpdateSchedulerEvent;
+import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.SchedulerEvent;
+import org.apache.hadoop.yarn.server.utils.BuilderUtils;
+import org.apache.hadoop.yarn.util.resource.DominantResourceCalculator;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
+import org.apache.log4j.Level;
+import org.apache.log4j.LogManager;
+import org.apache.log4j.Logger;
+import org.junit.Assume;
+import org.junit.Test;
+
+import java.util.Collections;
+import java.util.Enumeration;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.PriorityQueue;
+
+import static org.apache.hadoop.yarn.util.resource.TestResourceUtils.TEST_CONF_RESET_RESOURCE_TYPES;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+public class TestCapacitySchedulerPerf {
+  private final int GB = 1024;
+
+  private String getResourceName(int idx) {
+    return "resource-" + idx;
+  }
+
+  private void testUserLimitThroughputWithNumberOfResourceTypes(
+      int numOfResourceTypes)
+      throws Exception {
+    if (numOfResourceTypes > 2) {
+      // Initialize resource map
+      Map<String, ResourceInformation> riMap = new HashMap<>();
+
+      // Initialize mandatory resources
+      riMap.put(ResourceInformation.MEMORY_URI, ResourceInformation.MEMORY_MB);
+      riMap.put(ResourceInformation.VCORES_URI, ResourceInformation.VCORES);
+
+      for (int i = 2; i < numOfResourceTypes; i++) {
+        String resourceName = getResourceName(i);
+        riMap.put(resourceName, ResourceInformation
+            .newInstance(resourceName, "", 0, ResourceTypes.COUNTABLE, 0,
+                Integer.MAX_VALUE));
+      }
+
+      ResourceUtils.initializeResourcesFromResourceInformationMap(riMap);
+    }
+
+    // Since this is more of a performance unit test, only run if
+    // RunUserLimitThroughput is set (-DRunUserLimitThroughput=true)
+    Assume.assumeTrue(Boolean.valueOf(
+        System.getProperty("RunCapacitySchedulerPerfTests")));
+
+    CapacitySchedulerConfiguration csconf =
+        new CapacitySchedulerConfiguration();
+    csconf.setMaximumApplicationMasterResourcePerQueuePercent("root", 100.0f);
+    csconf.setMaximumAMResourcePercentPerPartition("root", "", 100.0f);
+    csconf.setMaximumApplicationMasterResourcePerQueuePercent("root.default",
+        100.0f);
+    csconf.setMaximumAMResourcePercentPerPartition("root.default", "", 100.0f);
+    csconf.setResourceComparator(DominantResourceCalculator.class);
+
+    YarnConfiguration conf = new YarnConfiguration(csconf);
+    // Don't reset resource types since we have already configured resource types
+    conf.setBoolean(TEST_CONF_RESET_RESOURCE_TYPES, false);
+    conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
+        ResourceScheduler.class);
+
+    MockRM rm = new MockRM(conf);
+    rm.start();
+
+    CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
+    LeafQueue qb = (LeafQueue)cs.getQueue("default");
+
+    // For now make user limit large so we can activate all applications
+    qb.setUserLimitFactor((float)100.0);
+    qb.setupConfigurableCapacities();
+
+    SchedulerEvent addAppEvent;
+    SchedulerEvent addAttemptEvent;
+    Container container = mock(Container.class);
+    ApplicationSubmissionContext submissionContext =
+        mock(ApplicationSubmissionContext.class);
+
+    final int appCount = 100;
+    ApplicationId[] appids = new ApplicationId[appCount];
+    RMAppAttemptImpl[] attempts = new RMAppAttemptImpl[appCount];
+    ApplicationAttemptId[] appAttemptIds = new ApplicationAttemptId[appCount];
+    RMAppImpl[] apps = new RMAppImpl[appCount];
+    RMAppAttemptMetrics[] attemptMetrics = new RMAppAttemptMetrics[appCount];
+    for (int i=0; i<appCount; i++) {
+      appids[i] = BuilderUtils.newApplicationId(100, i);
+      appAttemptIds[i] =
+          BuilderUtils.newApplicationAttemptId(appids[i], 1);
+
+      attemptMetrics[i] =
+          new RMAppAttemptMetrics(appAttemptIds[i], rm.getRMContext());
+      apps[i] = mock(RMAppImpl.class);
+      when(apps[i].getApplicationId()).thenReturn(appids[i]);
+      attempts[i] = mock(RMAppAttemptImpl.class);
+      when(attempts[i].getMasterContainer()).thenReturn(container);
+      when(attempts[i].getSubmissionContext()).thenReturn(submissionContext);
+      when(attempts[i].getAppAttemptId()).thenReturn(appAttemptIds[i]);
+      when(attempts[i].getRMAppAttemptMetrics()).thenReturn(attemptMetrics[i]);
+      when(apps[i].getCurrentAppAttempt()).thenReturn(attempts[i]);
+
+      rm.getRMContext().getRMApps().put(appids[i], apps[i]);
+      addAppEvent =
+          new AppAddedSchedulerEvent(appids[i], "default", "user1");
+      cs.handle(addAppEvent);
+      addAttemptEvent =
+          new AppAttemptAddedSchedulerEvent(appAttemptIds[i], false);
+      cs.handle(addAttemptEvent);
+    }
+
+    // add nodes  to cluster, so cluster has 20GB and 20 vcores
+    Resource nodeResource = Resource.newInstance(10 * GB, 10);
+    if (numOfResourceTypes > 2) {
+      for (int i = 2; i < numOfResourceTypes; i++) {
+        nodeResource.setResourceValue(getResourceName(i), 10);
+      }
+    }
+
+    RMNode node = MockNodes.newNodeInfo(0, nodeResource, 1, "127.0.0.1");
+    cs.handle(new NodeAddedSchedulerEvent(node));
+
+    RMNode node2 = MockNodes.newNodeInfo(0, nodeResource, 1, "127.0.0.2");
+    cs.handle(new NodeAddedSchedulerEvent(node2));
+
+    Priority u0Priority = TestUtils.createMockPriority(1);
+    RecordFactory recordFactory =
+        RecordFactoryProvider.getRecordFactory(null);
+
+    FiCaSchedulerApp[] fiCaApps = new FiCaSchedulerApp[appCount];
+    for (int i=0;i<appCount;i++) {
+      fiCaApps[i] =
+          cs.getSchedulerApplications().get(apps[i].getApplicationId())
+              .getCurrentAppAttempt();
+
+      ResourceRequest resourceRequest = TestUtils.createResourceRequest(
+          ResourceRequest.ANY, 1 * GB, 1, true, u0Priority, recordFactory);
+      if (numOfResourceTypes > 2) {
+        for (int j = 2; j < numOfResourceTypes; j++) {
+          resourceRequest.getCapability().setResourceValue(getResourceName(j),
+              10);
+        }
+      }
+
+      // allocate container for app2 with 1GB memory and 1 vcore
+      fiCaApps[i].updateResourceRequests(
+          Collections.singletonList(resourceRequest));
+    }
+    // Now force everything to be over user limit
+    qb.setUserLimitFactor((float)0.0);
+
+    // Quiet the loggers while measuring throughput
+    for (Enumeration<?> loggers = LogManager.getCurrentLoggers();
+         loggers.hasMoreElements(); )  {
+      Logger logger = (Logger) loggers.nextElement();
+      logger.setLevel(Level.WARN);
+    }
+    final int topn = 20;
+    final int iterations = 2000000;
+    final int printInterval = 20000;
+    final float numerator = 1000.0f * printInterval;
+    PriorityQueue<Long> queue = new PriorityQueue<>(topn,
+        Collections.reverseOrder());
+
+    long n = Time.monotonicNow();
+    long timespent = 0;
+    for (int i = 0; i < iterations; i+=2) {
+      if (i > 0  && i % printInterval == 0){
+        long ts = (Time.monotonicNow() - n);
+        if (queue.size() < topn) {
+          queue.offer(ts);
+        } else {
+          Long last = queue.peek();
+          if (last > ts) {
+            queue.poll();
+            queue.offer(ts);
+          }
+        }
+        System.out.println(i + " " + (numerator / ts));
+        n= Time.monotonicNow();
+      }
+      cs.handle(new NodeUpdateSchedulerEvent(node));
+      cs.handle(new NodeUpdateSchedulerEvent(node2));
+    }
+    timespent=0;
+    int entries = queue.size();
+    while(queue.size() > 0){
+      long l = queue.poll();
+      timespent += l;
+    }
+    System.out.println(
+        "#ResourceTypes = " + numOfResourceTypes + ". Avg of fastest " + entries
+            + ": " + numerator / (timespent / entries));
+    rm.stop();
+  }
+
+  @Test(timeout = 300000)
+  public void testUserLimitThroughputForTwoResources() throws Exception {
+    testUserLimitThroughputWithNumberOfResourceTypes(2);
+  }
+
+  @Test(timeout = 300000)
+  public void testUserLimitThroughputForThreeResources() throws Exception {
+    testUserLimitThroughputWithNumberOfResourceTypes(3);
+  }
+
+  @Test(timeout = 300000)
+  public void testUserLimitThroughputForFourResources() throws Exception {
+    testUserLimitThroughputWithNumberOfResourceTypes(4);
+  }
+
+  @Test(timeout = 300000)
+  public void testUserLimitThroughputForFiveResources() throws Exception {
+    testUserLimitThroughputWithNumberOfResourceTypes(5);
+  }
+}
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 75b7bff..611cfcc 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
@@ -102,6 +102,8 @@ import org.apache.hadoop.yarn.webapp.util.WebAppUtils;
 
 import com.google.common.annotations.VisibleForTesting;
 
+import static org.apache.hadoop.yarn.util.resource.TestResourceUtils.TEST_CONF_RESET_RESOURCE_TYPES;
+
 /**
  * <p>
  * Embedded Yarn minicluster for testcases that need to interact with a cluster.
@@ -261,7 +263,10 @@ 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 (conf.getBoolean(TEST_CONF_RESET_RESOURCE_TYPES, true)) {
+      ResourceUtils.resetResourceTypes(conf);
+    }
 
     if (useRpc && !useFixedPorts) {
       throw new YarnRuntimeException("Invalid configuration!" +


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[hadoop] 23/33: YARN-7043. [Partial backport] Cleanup ResourceProfileManager. (wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit c546e8403870182df037ffdd4c2d6505e0266c3e
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Mon Aug 21 17:20:06 2017 -0700

    YARN-7043. [Partial backport] Cleanup ResourceProfileManager. (wangda)
    
    Change-Id: I463356f37bf1f6a3f1fc3c594c79916e8c0ab913
    (cherry picked from commit 39240b61a163b127eec385decd30ffd96e694c28)
    
    Conflicts:
    	hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/ClientRMService.java
    	hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/OpportunisticContainerAllocatorAMService.java
---
 .../ams/ApplicationMasterServiceProcessor.java     |  8 ++--
 .../hadoop/yarn/api/ApplicationClientProtocol.java |  4 +-
 .../exceptions/YARNFeatureNotEnabledException.java | 45 ++++++++++++++++++++++
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 21 ++++++++++
 .../apache/hadoop/yarn/client/api/YarnClient.java  |  4 +-
 .../util/resource/DominantResourceCalculator.java  |  6 ++-
 .../apache/hadoop/yarn/api/TestPBImplRecords.java  |  1 +
 .../server/resourcemanager/AMSProcessingChain.java |  2 +-
 .../server/resourcemanager/ClientRMService.java    |  4 +-
 .../resourcemanager/DefaultAMSProcessor.java       |  3 +-
 .../OpportunisticContainerAllocatorAMService.java  |  3 +-
 .../scheduler/AbstractYarnScheduler.java           |  1 +
 .../TestApplicationMasterService.java              | 11 ++++--
 13 files changed, 95 insertions(+), 18 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/ams/ApplicationMasterServiceProcessor.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/ams/ApplicationMasterServiceProcessor.java
index b7d925a..8e76a11 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/ams/ApplicationMasterServiceProcessor.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/ams/ApplicationMasterServiceProcessor.java
@@ -52,11 +52,13 @@ public interface ApplicationMasterServiceProcessor {
    * @param request Register Request.
    * @param response Register Response.
    * @throws IOException IOException.
+   * @throws YarnException in critical situation where invalid
+   *         profiles/resources are added.
    */
-  void registerApplicationMaster(
-      ApplicationAttemptId applicationAttemptId,
+  void registerApplicationMaster(ApplicationAttemptId applicationAttemptId,
       RegisterApplicationMasterRequest request,
-      RegisterApplicationMasterResponse response) throws IOException;
+      RegisterApplicationMasterResponse response)
+      throws IOException, YarnException;
 
   /**
    * Allocate call.
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 c18ec44..1f0a360 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
@@ -77,6 +77,7 @@ import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.api.records.YarnClusterMetrics;
 import org.apache.hadoop.yarn.exceptions.ApplicationNotFoundException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.apache.hadoop.yarn.exceptions.YARNFeatureNotEnabledException;
 
 /**
  * <p>The protocol between clients and the <code>ResourceManager</code>
@@ -598,8 +599,7 @@ public interface ApplicationClientProtocol extends ApplicationBaseProtocol {
    * </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 YarnException if any error happens inside YARN
    * @throws IOException in case of other errors
    */
   @Public
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/YARNFeatureNotEnabledException.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/YARNFeatureNotEnabledException.java
new file mode 100644
index 0000000..62340fe
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/exceptions/YARNFeatureNotEnabledException.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 a feature is being used which is not enabled
+ * yet.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public class YARNFeatureNotEnabledException extends YarnException {
+  private static final long serialVersionUID = 898023752676L;
+
+  public YARNFeatureNotEnabledException(Throwable cause) {
+    super(cause);
+  }
+
+  public YARNFeatureNotEnabledException(String message) {
+    super(message);
+  }
+
+  public YARNFeatureNotEnabledException(String message, Throwable cause) {
+    super(message, cause);
+  }
+
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 997c2c0..b81c327 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -28,6 +28,7 @@ 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.api.records.ResourceTypeInfo;
 import org.apache.hadoop.yarn.conf.ConfigurationProvider;
 import org.apache.hadoop.yarn.conf.ConfigurationProviderFactory;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
@@ -37,9 +38,12 @@ import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import java.io.FileNotFoundException;
 import java.io.IOException;
 import java.io.InputStream;
+import java.util.ArrayList;
+import java.util.Collection;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
+import java.util.List;
 import java.util.Map;
 import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
@@ -561,4 +565,21 @@ public class ResourceUtils {
     }
     return "";
   }
+
+  /**
+   * Get all resource types information from known resource types.
+   * @return List of ResourceTypeInfo
+   */
+  public static List<ResourceTypeInfo> getResourcesTypeInfo() {
+    List<ResourceTypeInfo> array = new ArrayList<>();
+    // Add all resource types
+    Collection<ResourceInformation> resourcesInfo =
+        ResourceUtils.getResourceTypes().values();
+    for (ResourceInformation resourceInfo : resourcesInfo) {
+      array.add(ResourceTypeInfo
+          .newInstance(resourceInfo.getName(), resourceInfo.getUnits(),
+              resourceInfo.getResourceType()));
+    }
+    return array;
+  }
 }
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 abd8f2e..29a8dba 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
@@ -72,6 +72,7 @@ import org.apache.hadoop.yarn.exceptions.ApplicationAttemptNotFoundException;
 import org.apache.hadoop.yarn.exceptions.ApplicationIdNotProvidedException;
 import org.apache.hadoop.yarn.exceptions.ApplicationNotFoundException;
 import org.apache.hadoop.yarn.exceptions.ContainerNotFoundException;
+import org.apache.hadoop.yarn.exceptions.YARNFeatureNotEnabledException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.security.AMRMTokenIdentifier;
 
@@ -863,8 +864,7 @@ public abstract class YarnClient extends AbstractService {
    * Get available resource types supported by RM.
    * </p>
    * @return list of supported resource types with detailed information
-   * @throws YarnException if resource profiles are not enabled or the profile
-   *         cannot be found
+   * @throws YarnException if any issue happens inside YARN
    * @throws IOException in case of other others
    */
   @Public
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 1e99bc7..ffd4fec 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
@@ -528,10 +528,12 @@ public class DominantResourceCalculator extends ResourceCalculator {
       long value;
       if (stepFactorValue != 0) {
         value = roundUp
-            ? roundUp((long) Math.ceil(rValue * by), stepFactorValue)
+            ? roundUp((long) Math.ceil((float) (rValue * by)), stepFactorValue)
             : roundDown((long) (rValue * by), stepFactorValue);
       } else {
-        value = roundUp ? (long) Math.ceil(rValue * by) : (long) (rValue * by);
+        value = roundUp
+            ? (long) Math.ceil((float) (rValue * by))
+            : (long) (rValue * by);
       }
       tmp.setValue(value);
     }
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 64a117b..2c2936e 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
@@ -424,6 +424,7 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
     generateByNewInstance(ContainerResourceIncreaseRequest.class);
     generateByNewInstance(QueueConfigurations.class);
     generateByNewInstance(CollectorInfo.class);
+    generateByNewInstance(ResourceTypeInfo.class);
   }
 
   @Test
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/AMSProcessingChain.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/AMSProcessingChain.java
index 931b1c8..7ae23e7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/AMSProcessingChain.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/AMSProcessingChain.java
@@ -82,7 +82,7 @@ class AMSProcessingChain implements ApplicationMasterServiceProcessor {
   public void registerApplicationMaster(
       ApplicationAttemptId applicationAttemptId,
       RegisterApplicationMasterRequest request,
-      RegisterApplicationMasterResponse resp) throws IOException {
+      RegisterApplicationMasterResponse resp) throws IOException, YarnException {
     this.head.registerApplicationMaster(applicationAttemptId, request, resp);
   }
 
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 331bf16..16d6416 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
@@ -176,6 +176,7 @@ import org.apache.hadoop.yarn.server.utils.BuilderUtils;
 import org.apache.hadoop.yarn.util.Clock;
 import org.apache.hadoop.yarn.util.Records;
 import org.apache.hadoop.yarn.util.UTCClock;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.util.timeline.TimelineUtils;
 
 import com.google.common.annotations.VisibleForTesting;
@@ -1790,8 +1791,7 @@ public class ClientRMService extends AbstractService implements
       GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
     GetAllResourceTypeInfoResponse response =
         GetAllResourceTypeInfoResponse.newInstance();
-    response.setResourceTypeInfo(
-        resourceProfilesManager.getAllResourceTypeInfo());
+    response.setResourceTypeInfo(ResourceUtils.getResourcesTypeInfo());
     return response;
   }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/DefaultAMSProcessor.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/DefaultAMSProcessor.java
index 273e0cd..0baf17a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/DefaultAMSProcessor.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/DefaultAMSProcessor.java
@@ -111,7 +111,8 @@ final class DefaultAMSProcessor implements ApplicationMasterServiceProcessor {
   public void registerApplicationMaster(
       ApplicationAttemptId applicationAttemptId,
       RegisterApplicationMasterRequest request,
-      RegisterApplicationMasterResponse response) throws IOException {
+      RegisterApplicationMasterResponse response)
+      throws IOException, YarnException {
 
     RMApp app = getRmContext().getRMApps().get(
         applicationAttemptId.getApplicationId());
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/OpportunisticContainerAllocatorAMService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/OpportunisticContainerAllocatorAMService.java
index 208300c..a9136d6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/OpportunisticContainerAllocatorAMService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/OpportunisticContainerAllocatorAMService.java
@@ -127,7 +127,8 @@ public class OpportunisticContainerAllocatorAMService
     public void registerApplicationMaster(
         ApplicationAttemptId applicationAttemptId,
         RegisterApplicationMasterRequest request,
-        RegisterApplicationMasterResponse response) throws IOException {
+        RegisterApplicationMasterResponse response)
+        throws IOException, YarnException {
       final SchedulerApplicationAttempt appAttempt = ((AbstractYarnScheduler)
           getScheduler()).getApplicationAttempt(applicationAttemptId);
       if (appAttempt.getOpportunisticContainerContext() == null) {
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 c44c068..425a0b1 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
@@ -58,6 +58,7 @@ import org.apache.hadoop.yarn.api.records.UpdateContainerRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
 import org.apache.hadoop.yarn.exceptions.InvalidResourceRequestException;
 import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.SchedulerResourceTypes;
 import org.apache.hadoop.yarn.server.api.protocolrecords.NMContainerStatus;
 import org.apache.hadoop.yarn.server.resourcemanager.RMAppManagerEvent;
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 65e517d..aa0085b 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
@@ -102,9 +102,11 @@ public class TestApplicationMasterService {
     }
 
     @Override
-    public void registerApplicationMaster(ApplicationAttemptId
-        applicationAttemptId, RegisterApplicationMasterRequest request,
-        RegisterApplicationMasterResponse response) throws IOException {
+    public void registerApplicationMaster(
+        ApplicationAttemptId applicationAttemptId,
+        RegisterApplicationMasterRequest request,
+        RegisterApplicationMasterResponse response)
+        throws IOException, YarnException {
       nextProcessor.registerApplicationMaster(
           applicationAttemptId, request, response);
     }
@@ -144,7 +146,8 @@ public class TestApplicationMasterService {
     public void registerApplicationMaster(
         ApplicationAttemptId applicationAttemptId,
         RegisterApplicationMasterRequest request,
-        RegisterApplicationMasterResponse response) throws IOException {
+        RegisterApplicationMasterResponse response)
+        throws IOException, YarnException {
       beforeRegCount.incrementAndGet();
       nextProcessor.registerApplicationMaster(applicationAttemptId,
               request, response);


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[hadoop] 18/33: YARN-6610. [YARN-3926] DominantResourceCalculator#getResourceAsValue dominant param is updated to handle multiple resources. Contributed by Daniel Templeton.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 3de3df219583e34b699fba26bddecba2ef4ae5f2
Author: Sunil G <su...@apache.org>
AuthorDate: Thu Aug 17 18:32:53 2017 +0530

    YARN-6610. [YARN-3926] DominantResourceCalculator#getResourceAsValue dominant param is updated to handle multiple resources. Contributed by Daniel Templeton.
    
    (cherry picked from commit a0030c8c6f5489d8285632a651394b2b2320255c)
---
 .../util/resource/DominantResourceCalculator.java  | 275 ++++++++++++++++++---
 .../yarn/util/resource/TestResourceCalculator.java | 226 ++++++++++++++---
 2 files changed, 429 insertions(+), 72 deletions(-)

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 5992ba3..40b38b9 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
@@ -17,12 +17,18 @@
 */
 package org.apache.hadoop.yarn.util.resource;
 
+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.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
+import java.io.PrintWriter;
+import java.io.StringWriter;
+import java.util.Arrays;
 
 /**
  * A {@link ResourceCalculator} which uses the concept of
@@ -48,6 +54,7 @@ import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 @Private
 @Unstable
 public class DominantResourceCalculator extends ResourceCalculator {
+  static final Log LOG = LogFactory.getLog(DominantResourceCalculator.class);
 
   public DominantResourceCalculator() {
   }
@@ -92,7 +99,6 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public int compare(Resource clusterResource, Resource lhs, Resource rhs,
       boolean singleType) {
-    
     if (lhs.equals(rhs)) {
       return 0;
     }
@@ -101,55 +107,232 @@ public class DominantResourceCalculator extends ResourceCalculator {
       return this.compare(lhs, rhs);
     }
 
-    float l = getResourceAsValue(clusterResource, lhs, true);
-    float r = getResourceAsValue(clusterResource, rhs, true);
+    // We have to calculate the shares for all resource types for both
+    // resources and then look for which resource has the biggest
+    // share overall.
+    ResourceInformation[] clusterRes = clusterResource.getResources();
+    // If array creation shows up as a time sink, these arrays could be cached
+    // because they're always the same length.
+    double[] lhsShares = new double[clusterRes.length];
+    double[] rhsShares = new double[clusterRes.length];
+    double diff;
+
+    try {
+      if (singleType) {
+        double[] max = new double[2];
+
+        calculateShares(clusterRes, lhs, rhs, lhsShares, rhsShares, max);
+
+        diff = max[0] - max[1];
+      } else if (clusterRes.length == 2) {
+        // Special case to handle the common scenario of only CPU and memory
+        // so the we can optimize for performance
+        diff = calculateSharesForMandatoryResources(clusterRes, lhs, rhs,
+            lhsShares, rhsShares);
+      } else {
+        calculateShares(clusterRes, lhs, rhs, lhsShares, rhsShares);
+
+        Arrays.sort(lhsShares);
+        Arrays.sort(rhsShares);
+
+        diff = compareShares(lhsShares, rhsShares);
+      }
+    } catch (ArrayIndexOutOfBoundsException ex) {
+      StringWriter out = new StringWriter(); // No need to close a StringWriter
+      ex.printStackTrace(new PrintWriter(out));
+
+      LOG.error("A problem was encountered while calculating resource "
+          + "availability that should not occur under normal circumstances. "
+          + "Please report this error to the Hadoop community by opening a "
+          + "JIRA ticket at http://issues.apache.org/jira and including the "
+          + "following information:\n* Exception encountered: " + out + "* "
+          + "Cluster resources: " + Arrays.toString(clusterRes) + "\n* "
+          + "LHS resource: " + Arrays.toString(lhs.getResources()) + "\n* "
+          + "RHS resource: " + Arrays.toString(rhs.getResources()));
+      LOG.error("The resource manager is in an inconsistent state. It is safe "
+          + "for the resource manager to be restarted as the error encountered "
+          + "should be transitive. If high availability is enabled, failing "
+          + "over to a standby resource manager is also safe.");
+      throw new YarnRuntimeException("A problem was encountered while "
+          + "calculating resource availability that should not occur under "
+          + "normal circumstances. Please see the log for more information.",
+          ex);
+    }
+
+    return (int) Math.signum(diff);
+  }
+
+  /**
+   * Calculate the shares for {@code first} and {@code second} according to
+   * {@code clusterRes}, and store the results in {@code firstShares} and
+   * {@code secondShares}, respectively. All parameters must be non-null.
+   * @param clusterRes the array of ResourceInformation instances that
+   * represents the cluster's maximum resources
+   * @param first the first resource to compare
+   * @param second the second resource to compare
+   * @param firstShares an array to store the shares for the first resource
+   * @param secondShares an array to store the shares for the second resource
+   * @return -1.0, 0.0, or 1.0, depending on whether the max share of the first
+   * resource is less than, equal to, or greater than the max share of the
+   * second resource, respectively
+   * @throws NullPointerException if any parameter is null
+   */
+  private void calculateShares(ResourceInformation[] clusterRes, Resource first,
+      Resource second, double[] firstShares, double[] secondShares) {
+    ResourceInformation[] firstRes = first.getResources();
+    ResourceInformation[] secondRes = second.getResources();
+
+    for (int i = 0; i < clusterRes.length; i++) {
+      firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
+      secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
+    }
+  }
 
-    if (l < r) {
+  /**
+   * Calculate the shares for {@code first} and {@code second} according to
+   * {@code clusterRes}, and store the results in {@code firstShares} and
+   * {@code secondShares}, respectively. All parameters must be non-null.
+   * This method assumes that the length of {@code clusterRes} is exactly 2 and
+   * makes performance optimizations based on that assumption.
+   * @param clusterRes the array of ResourceInformation instances that
+   * represents the cluster's maximum resources
+   * @param first the first resource to compare
+   * @param second the second resource to compare
+   * @param firstShares an array to store the shares for the first resource
+   * @param secondShares an array to store the shares for the second resource
+   * @return -1.0, 0.0, or 1.0, depending on whether the max share of the first
+   * resource is less than, equal to, or greater than the max share of the
+   * second resource, respectively
+   * @throws NullPointerException if any parameter is null
+   */
+  private int calculateSharesForMandatoryResources(
+      ResourceInformation[] clusterRes, Resource first, Resource second,
+      double[] firstShares, double[] secondShares) {
+    ResourceInformation[] firstRes = first.getResources();
+    ResourceInformation[] secondRes = second.getResources();
+    int firstDom = 0;
+    int secondDom = 0;
+    int firstSub = 0;
+    int secondSub = 0;
+
+    for (int i = 0; i < clusterRes.length; i++) {
+      firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
+      secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
+
+      if (firstShares[i] > firstShares[firstDom]) {
+        firstDom = i;
+      }
+
+      if (firstShares[i] < firstShares[firstSub]) {
+        firstSub = i;
+      }
+
+      if (secondShares[i] > secondShares[secondDom]) {
+        secondDom = i;
+      }
+
+      if (secondShares[i] < secondShares[secondSub]) {
+        secondSub = i;
+      }
+    }
+
+    if (firstShares[firstDom] > secondShares[secondDom]) {
+      return 1;
+    } else if (firstShares[firstDom] < secondShares[secondDom]) {
       return -1;
-    } else if (l > r) {
+    } else if (firstShares[firstSub] > secondShares[secondSub]) {
       return 1;
-    } else if (!singleType) {
-      l = getResourceAsValue(clusterResource, lhs, false);
-      r = getResourceAsValue(clusterResource, rhs, false);
-
-      if (l < r) {
-        return -1;
-      } else if (l > r) {
-        return 1;
+    } else if (firstShares[firstSub] < secondShares[secondSub]) {
+      return -1;
+    } else {
+      return 0;
+    }
+  }
+
+  /**
+   * Calculate the shares for {@code first} and {@code second} according to
+   * {@code clusterRes}, and store the results in {@code firstShares} and
+   * {@code secondShares}, respectively. {@code max} will be populated with
+   * the max shares from {@code firstShare} and {@code secondShare} in the
+   * first and second indices, respectively. All parameters must be non-null,
+   * and {@code max} must have a length of at least 2.
+   * @param clusterRes the array of ResourceInformation instances that
+   * represents the cluster's maximum resources
+   * @param first the first resource to compare
+   * @param second the second resource to compare
+   * @param firstShares an array to store the shares for the first resource
+   * @param secondShares an array to store the shares for the second resource
+   * @param max an array to store the max shares of the first and second
+   * resources
+   * @return -1.0, 0.0, or 1.0, depending on whether the max share of the first
+   * resource is less than, equal to, or greater than the max share of the
+   * second resource, respectively
+   * @throws NullPointerException if any parameter is null
+   * @throws ArrayIndexOutOfBoundsException if the length of {@code max} is
+   * less than 2
+   */
+  private void calculateShares(ResourceInformation[] clusterRes, Resource first,
+      Resource second, double[] firstShares, double[] secondShares,
+      double[] max) {
+    ResourceInformation[] firstRes = first.getResources();
+    ResourceInformation[] secondRes = second.getResources();
+
+    max[0] = 0.0;
+    max[1] = 0.0;
+
+    for (int i = 0; i < clusterRes.length; i++) {
+      firstShares[i] = calculateShare(clusterRes[i], firstRes[i]);
+      secondShares[i] = calculateShare(clusterRes[i], secondRes[i]);
+
+      if (firstShares[i] > max[0]) {
+        max[0] = firstShares[i];
+      }
+
+      if (secondShares[i] > max[1]) {
+        max[1] = secondShares[i];
       }
     }
+  }
+
+  /**
+   * Calculate the share for a resource type.
+   * @param clusterRes the resource type for the cluster maximum
+   * @param res the resource type for which to calculate the share
+   * @return the share
+   */
+  private double calculateShare(ResourceInformation clusterRes,
+      ResourceInformation res) {
+      // Convert the resources' units into the cluster resource's units
+    long value = UnitsConversionUtil.convert(res.getUnits(),
+          clusterRes.getUnits(), res.getValue());
 
-    return 0;
+    return (double) value / clusterRes.getValue();
   }
 
   /**
-   * 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).
+   * Compare the two shares arrays by comparing the largest elements, then the
+   * next largest if the previous were equal, etc. The share arrays must be
+   * sorted in ascending order.
+   * @param lhsShares the first share array to compare
+   * @param rhsShares the second share array to compare
+   * @return a number that is less than 0 if the first array is less than the
+   * second, equal to 0 if the arrays are equal, and greater than 0 if the
+   * first array is greater than the second
    */
-  protected float getResourceAsValue(Resource clusterResource,
-      Resource resource, boolean dominant) {
+  private double compareShares(double[] lhsShares, double[] rhsShares) {
+    double diff = 0.0;
 
-    float min = Float.MAX_VALUE;
-    float max = 0.0f;
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
-    for (int i = 0; i < maxLength; i++) {
-      ResourceInformation clusterResourceResourceInformation = clusterResource
-          .getResourceInformation(i);
-      ResourceInformation resourceInformation = resource
-          .getResourceInformation(i);
-      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;
+    // lhsShares and rhsShares must necessarily have the same length, because
+    // everyone uses the same master resource list.
+    for (int i = lhsShares.length - 1; i >= 0; i--) {
+      diff = lhsShares[i] - rhsShares[i];
+
+      if (diff != 0.0) {
+        break;
+      }
     }
-    return (dominant) ? max : min;
+
+    return diff;
   }
 
   @Override
@@ -175,9 +358,19 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public float divide(Resource clusterResource,
       Resource numerator, Resource denominator) {
-    return
-        getResourceAsValue(clusterResource, numerator, true) /
-        getResourceAsValue(clusterResource, denominator, true);
+    ResourceInformation[] clusterRes = clusterResource.getResources();
+    // We have to provide the calculateShares() method with somewhere to store
+    // the shares. We don't actually need these shares afterwards.
+    double[] numeratorShares = new double[clusterRes.length];
+    double[] denominatorShares = new double[clusterRes.length];
+    // We also have to provide a place for calculateShares() to store the max
+    // shares so that we can use them.
+    double[] max = new double[2];
+
+    calculateShares(clusterRes, numerator, denominator, numeratorShares,
+        denominatorShares, max);
+
+    return (float) (max[0] / max[1]);
   }
 
   @Override
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
index b123b05..19e7f8d 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/util/resource/TestResourceCalculator.java
@@ -21,15 +21,21 @@ package org.apache.hadoop.yarn.util.resource;
 import java.util.Arrays;
 import java.util.Collection;
 
+import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.yarn.api.records.Resource;
-import org.junit.Assert;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.junit.BeforeClass;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
 
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
 @RunWith(Parameterized.class)
 public class TestResourceCalculator {
-  private ResourceCalculator resourceCalculator;
+  private final ResourceCalculator resourceCalculator;
 
   @Parameterized.Parameters
   public static Collection<ResourceCalculator[]> getParameters() {
@@ -38,6 +44,15 @@ public class TestResourceCalculator {
         { new DominantResourceCalculator() } });
   }
 
+  @BeforeClass
+  public static void setup() {
+    Configuration conf = new Configuration();
+
+    conf.set(YarnConfiguration.RESOURCE_TYPES, "test");
+    ResourceUtils.resetResourceTypes(conf);
+    ResourceUtils.getResourceTypes();
+  }
+
   public TestResourceCalculator(ResourceCalculator rs) {
     this.resourceCalculator = rs;
   }
@@ -47,32 +62,181 @@ public class TestResourceCalculator {
     Resource cluster = Resource.newInstance(1024, 1);
 
     if (resourceCalculator instanceof DefaultResourceCalculator) {
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(2, 1)));
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(2, 2)));
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(1, 2)));
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(1, 1)));
-      Assert.assertFalse(resourceCalculator.fitsIn(cluster,
+      assertFalse(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(2, 1), Resource.newInstance(1, 2)));
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
-      Assert.assertFalse(resourceCalculator.fitsIn(cluster,
+      assertFalse(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(2, 1)));
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(2, 2)));
-      Assert.assertTrue(resourceCalculator.fitsIn(cluster,
+      assertTrue(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(1, 2)));
-      Assert.assertFalse(resourceCalculator.fitsIn(cluster,
+      assertFalse(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(1, 2), Resource.newInstance(1, 1)));
-      Assert.assertFalse(resourceCalculator.fitsIn(cluster,
+      assertFalse(resourceCalculator.fitsIn(cluster,
           Resource.newInstance(2, 1), Resource.newInstance(1, 2)));
     }
   }
 
+  private Resource newResource(long memory, int cpu, int test) {
+    Resource res = Resource.newInstance(memory, cpu);
+
+    res.setResourceValue("test", test);
+
+    return res;
+  }
+
+  /**
+   * Test that the compare() method returns the expected result (0, -1, or 1).
+   * If the expected result is not 0, this method will also test the resources
+   * in the opposite order and check for the negative of the expected result.
+   *
+   * @param cluster the cluster resource
+   * @param res1 the LHS resource
+   * @param res2 the RHS resource
+   * @param expected the expected result
+   */
+  private void assertComparison(Resource cluster, Resource res1, Resource res2,
+      int expected) {
+    int actual = resourceCalculator.compare(cluster, res1, res2);
+
+    assertEquals(String.format("Resource comparison did not give the expected "
+        + "result for %s v/s %s", res1.toString(), res2.toString()),
+        expected, actual);
+
+    if (expected != 0) {
+      // Try again with args in the opposite order and the negative of the
+      // expected result.
+      actual = resourceCalculator.compare(cluster, res2, res1);
+      assertEquals(String.format("Resource comparison did not give the "
+          + "expected result for %s v/s %s", res2.toString(), res1.toString()),
+          expected * -1, actual);
+    }
+  }
+
+  @Test
+  public void testCompare2() {
+    // Keep cluster resources even so that the numbers are easy to understand
+    Resource cluster = Resource.newInstance(4, 4);
+
+    assertComparison(cluster, Resource.newInstance(1, 1),
+        Resource.newInstance(1, 1), 0);
+    assertComparison(cluster, Resource.newInstance(0, 0),
+        Resource.newInstance(0, 0), 0);
+    assertComparison(cluster, Resource.newInstance(2, 2),
+        Resource.newInstance(1, 1), 1);
+    assertComparison(cluster, Resource.newInstance(2, 2),
+        Resource.newInstance(0, 0), 1);
+
+    if (resourceCalculator instanceof DefaultResourceCalculator) {
+      testCompareDefault2(cluster);
+    } else if (resourceCalculator instanceof DominantResourceCalculator) {
+      testCompareDominant2(cluster);
+    }
+  }
+
+  @Test
+  public void testCompare() {
+    // Keep cluster resources even so that the numbers are easy to understand
+    Resource cluster = newResource(4L, 4, 4);
+
+    assertComparison(cluster, newResource(1, 1, 1), newResource(1, 1, 1), 0);
+    assertComparison(cluster, newResource(0, 0, 0), newResource(0, 0, 0), 0);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(1, 1, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(0, 0, 0), 1);
+
+    if (resourceCalculator instanceof DefaultResourceCalculator) {
+      testCompareDefault(cluster);
+    } else if (resourceCalculator instanceof DominantResourceCalculator) {
+      testCompareDominant(cluster);
+    }
+  }
+
+  private void testCompareDefault2(Resource cluster) {
+    assertComparison(cluster, Resource.newInstance(1, 1),
+        Resource.newInstance(1, 1), 0);
+    assertComparison(cluster, Resource.newInstance(1, 2),
+        Resource.newInstance(1, 1), 0);
+    assertComparison(cluster, Resource.newInstance(1, 1),
+        Resource.newInstance(1, 0), 0);
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(1, 1), 1);
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(1, 2), 1);
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(1, 0), 1);
+  }
+
+  private void testCompareDominant2(Resource cluster) {
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(2, 1), 0);
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(1, 2), 0);
+    assertComparison(cluster, Resource.newInstance(2, 1),
+        Resource.newInstance(1, 1), 1);
+    assertComparison(cluster, Resource.newInstance(2, 2),
+        Resource.newInstance(2, 1), 1);
+    assertComparison(cluster, Resource.newInstance(2, 2),
+        Resource.newInstance(1, 2), 1);
+    assertComparison(cluster, Resource.newInstance(3, 1),
+        Resource.newInstance(3, 0), 1);
+  }
+
+  private void testCompareDefault(Resource cluster) {
+    assertComparison(cluster, newResource(1, 1, 2), newResource(1, 1, 1), 0);
+    assertComparison(cluster, newResource(1, 2, 1), newResource(1, 1, 1), 0);
+    assertComparison(cluster, newResource(1, 2, 2), newResource(1, 1, 1), 0);
+    assertComparison(cluster, newResource(1, 2, 2), newResource(1, 0, 0), 0);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 1, 1), 1);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 2, 1), 1);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 1, 2), 1);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 2, 2), 1);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 0, 0), 1);
+  }
+
+  private void testCompareDominant(Resource cluster) {
+    assertComparison(cluster, newResource(2, 1, 1), newResource(2, 1, 1), 0);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 2, 1), 0);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 1, 2), 0);
+    assertComparison(cluster, newResource(2, 1, 0), newResource(0, 1, 2), 0);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(1, 2, 2), 0);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(2, 1, 2), 0);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(2, 2, 1), 0);
+    assertComparison(cluster, newResource(2, 2, 0), newResource(2, 0, 2), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(3, 2, 1), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(3, 1, 2), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(1, 2, 3), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(1, 3, 2), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(2, 1, 3), 0);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(2, 3, 1), 0);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 1, 1), 1);
+    assertComparison(cluster, newResource(2, 1, 1), newResource(1, 1, 0), 1);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(2, 1, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(1, 2, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(1, 1, 2), 1);
+    assertComparison(cluster, newResource(2, 2, 1), newResource(0, 2, 2), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(2, 1, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(1, 2, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(1, 1, 2), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(2, 2, 1), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(2, 1, 2), 1);
+    assertComparison(cluster, newResource(2, 2, 2), newResource(1, 2, 2), 1);
+    assertComparison(cluster, newResource(3, 2, 1), newResource(2, 2, 2), 1);
+    assertComparison(cluster, newResource(3, 1, 1), newResource(2, 2, 2), 1);
+    assertComparison(cluster, newResource(3, 1, 1), newResource(3, 1, 0), 1);
+    assertComparison(cluster, newResource(3, 1, 1), newResource(3, 0, 0), 1);
+  }
+
   @Test(timeout = 10000)
-  public void testResourceCalculatorCompareMethod() {
+  public void testCompareWithEmptyCluster() {
     Resource clusterResource = Resource.newInstance(0, 0);
 
     // For lhs == rhs
@@ -126,27 +290,27 @@ public class TestResourceCalculator {
       boolean greaterThan, boolean greaterThanOrEqual, Resource max,
       Resource min) {
 
-    Assert.assertEquals("Less Than operation is wrongly calculated.", lessThan,
+    assertEquals("Less Than operation is wrongly calculated.", lessThan,
         Resources.lessThan(resourceCalculator, clusterResource, lhs, rhs));
 
-    Assert.assertEquals(
+    assertEquals(
         "Less Than Or Equal To operation is wrongly calculated.",
         lessThanOrEqual, Resources.lessThanOrEqual(resourceCalculator,
             clusterResource, lhs, rhs));
 
-    Assert.assertEquals("Greater Than operation is wrongly calculated.",
+    assertEquals("Greater Than operation is wrongly calculated.",
         greaterThan,
         Resources.greaterThan(resourceCalculator, clusterResource, lhs, rhs));
 
-    Assert.assertEquals(
+    assertEquals(
         "Greater Than Or Equal To operation is wrongly calculated.",
         greaterThanOrEqual, Resources.greaterThanOrEqual(resourceCalculator,
             clusterResource, lhs, rhs));
 
-    Assert.assertEquals("Max(value) Operation wrongly calculated.", max,
+    assertEquals("Max(value) Operation wrongly calculated.", max,
         Resources.max(resourceCalculator, clusterResource, lhs, rhs));
 
-    Assert.assertEquals("Min(value) operation is wrongly calculated.", min,
+    assertEquals("Min(value) operation is wrongly calculated.", min,
         Resources.min(resourceCalculator, clusterResource, lhs, rhs));
   }
 
@@ -164,13 +328,13 @@ public class TestResourceCalculator {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(2 * 1024, result.getMemorySize());
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
-      Assert.assertEquals(4, result.getVirtualCores());
+      assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(4, result.getVirtualCores());
     }
 
     // if resources asked are less than minimum resource, then normalize it to
@@ -183,13 +347,13 @@ public class TestResourceCalculator {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(2 * 1024, result.getMemorySize());
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
-      Assert.assertEquals(2, result.getVirtualCores());
+      assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(2, result.getVirtualCores());
     }
 
     // if resources asked are larger than maximum resource, then normalize it to
@@ -202,13 +366,13 @@ public class TestResourceCalculator {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(8 * 1024, result.getMemorySize());
+      assertEquals(8 * 1024, result.getMemorySize());
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(8 * 1024, result.getMemorySize());
-      Assert.assertEquals(8, result.getVirtualCores());
+      assertEquals(8 * 1024, result.getMemorySize());
+      assertEquals(8, result.getVirtualCores());
     }
 
     // if increment is 0, use minimum resource as the increment resource.
@@ -220,13 +384,13 @@ public class TestResourceCalculator {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(2 * 1024, result.getMemorySize());
     } else if (resourceCalculator instanceof DominantResourceCalculator) {
       Resource result = Resources.normalize(resourceCalculator,
           ask, min, max, increment);
 
-      Assert.assertEquals(2 * 1024, result.getMemorySize());
-      Assert.assertEquals(2, result.getVirtualCores());
+      assertEquals(2 * 1024, result.getMemorySize());
+      assertEquals(2, result.getVirtualCores());
     }
   }
 }
\ No newline at end of file


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[hadoop] 28/33: YARN-7056. [Partial backport] Document Resource Profiles feature. (Sunil G via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit faac5d5aca9b0e886919fceeaf21c5690e874e3c
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Thu Sep 7 10:07:35 2017 -0700

    YARN-7056. [Partial backport] Document Resource Profiles feature. (Sunil G via wangda)
    
    Change-Id: I5f5d52cdf7aba4ac09684aab573e6916dbad183e
    (cherry picked from commit 6b88cd1901a65b977fed759e322dcd75a2cd33b6)
---
 hadoop-project/src/site/site.xml                   |  1 +
 .../src/site/markdown/ResourceProfiles.md          | 79 ++++++++++++++++++++++
 2 files changed, 80 insertions(+)

diff --git a/hadoop-project/src/site/site.xml b/hadoop-project/src/site/site.xml
index 10cca65..80bb2e1 100644
--- a/hadoop-project/src/site/site.xml
+++ b/hadoop-project/src/site/site.xml
@@ -142,6 +142,7 @@
       <item name="Opportunistic Containers" href="hadoop-yarn/hadoop-yarn-site/OpportunisticContainers.html"/>
       <item name="YARN Federation" href="hadoop-yarn/hadoop-yarn-site/Federation.html"/>
       <item name="Shared Cache" href="hadoop-yarn/hadoop-yarn-site/SharedCache.html"/>
+      <item name="Resource Profiles" href="hadoop-yarn/hadoop-yarn-site/ResourceProfiles.html"/>
     </menu>
 
     <menu name="YARN REST APIs" inherit="top">
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/ResourceProfiles.md b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/ResourceProfiles.md
new file mode 100644
index 0000000..e7b38e1
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/markdown/ResourceProfiles.md
@@ -0,0 +1,79 @@
+<!--
+   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.
+-->
+
+Hadoop: YARN Resource Types
+===========================
+
+Overview
+--------
+Resource types support in YARN helps to extend the YARN resource model to a more flexible model which makes it easier to add new countable resource­types. This solution also helps the users to submit jobs with ease to specify the resources they need.
+
+Resource model of YARN
+-----------------------
+Resource Manager will load a new configuration file named `resource-types.xml` to determine the set of resource ­types for which scheduling is enabled. Sample XML will look like below.
+
+```xml
+<configuration>
+  <property>
+    <name>yarn.resource-types</name>
+    <value>resource1, resource2</value>
+  </property>
+
+  <property>
+    <name>yarn.resource-types.resource1.units</name>
+    <value>G</value>
+  </property>
+</configuration>
+```
+
+Similarly, a new configuration file `node­-resources.xml` will also be loaded by Node Manager where the resource capabilities of a node can be specified.
+
+```xml
+<configuration>
+ <property>
+   <name>yarn.nodemanager.resource-type.resource1</name>
+   <value>5G</value>
+ </property>
+
+ <property>
+   <name>yarn.nodemanager.resource-type.resource2</name>
+   <value>2m</value>
+ </property>
+
+</configuration>
+```
+
+Node Manager will use these custom resource types and will register it's capability to Resource Manager.
+
+Configurations
+-------------
+
+Please note that, `resource-types.xml` and `node­-resources.xml` file also need to be placed in conf directory if new resources are to be added to YARN.
+
+*In `resource-types.xml`*
+
+| Configuration Property | Value | Description |
+|:---- |:---- |:---- |
+| `yarn.resource-types` | resource1 | Custom resource  |
+| `yarn.resource-types.resource1.units` | G | Default unit for resource1 type  |
+
+*In `node­-resources.xml`*
+
+| Configuration Property | Value | Description |
+|:---- |:---- |:---- |
+| `yarn.nodemanager.resource-type.resource1` | 5G | Resource capability for resource named 'resource1'. |
+


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[hadoop] 05/33: YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit e802cd682dc5ecae0adbd5252d5d9c566695b5ec
Author: Varun Vasudev <vv...@apache.org>
AuthorDate: Sat Jun 11 14:33:46 2016 +0530

    YARN-4830. Add support for resource types in the nodemanager. Contributed by Varun Vasudev.
    
    (cherry picked from commit 759114b0063907d4c07ea6ee261e861bf5cc3a9a)
---
 .../apache/hadoop/yarn/api/records/Resource.java   |   3 +-
 .../apache/hadoop/yarn/conf/YarnConfiguration.java |  19 ++-
 .../yarn/FileSystemBasedConfigurationProvider.java |   3 +-
 .../hadoop/yarn/LocalConfigurationProvider.java    |   3 +-
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  53 ++++---
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 168 ++++++++++++++++-----
 .../yarn/util/resource/TestResourceUtils.java      |  29 +++-
 .../resources/resource-types/node-resources-1.xml  |  29 ++++
 .../resources/resource-types/node-resources-2.xml  |  39 +++++
 .../server/nodemanager/NodeStatusUpdaterImpl.java  |   7 +-
 .../nodemanager/util/NodeManagerHardwareUtils.java |  52 +++++++
 .../resourcemanager/ResourceTrackerService.java    |   9 +-
 12 files changed, 342 insertions(+), 72 deletions(-)

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 f8d250b..1de7b2f 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
@@ -308,7 +308,8 @@ 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(": ")
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 c46820d..37f833a 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
@@ -67,6 +67,10 @@ 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,
@@ -76,6 +80,16 @@ 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;
 
@@ -114,12 +128,15 @@ 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";
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");
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);
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 0b93442..ab18f2d 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;
@@ -92,10 +95,12 @@ 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
@@ -115,21 +120,16 @@ 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() {
@@ -146,14 +146,16 @@ 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
@@ -167,7 +169,7 @@ public class ResourcePBImpl extends Resource {
     if (!resource.equals(resourceInformation.getName())) {
       resourceInformation.setName(resource);
     }
-    initResourcesMap();
+    initResources();
     resources.put(resource, resourceInformation);
   }
 
@@ -175,6 +177,7 @@ 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");
     }
@@ -182,9 +185,7 @@ 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
@@ -229,8 +230,10 @@ 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(
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;
+  }
 }
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);
+    }
+  }
 }
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>
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>
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 b4356cb..d1adcc8 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
@@ -174,18 +174,19 @@ 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
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 32f73c8..40f6fad 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
@@ -21,10 +21,16 @@ package org.apache.hadoop.yarn.server.nodemanager.util;
 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.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+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;
+  }
 }
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 de8386d..42a7e01 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
@@ -378,10 +378,11 @@ 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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[hadoop] 19/33: YARN-7030. [YARN-3926] Performance optimizations in Resource and ResourceUtils class. Contributed by Wangda Tan.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit f2badbf45ee18c5e5c2b0b2c414ed21cbf56da36
Author: Sunil G <su...@apache.org>
AuthorDate: Thu Aug 17 21:14:51 2017 +0530

    YARN-7030. [YARN-3926] Performance optimizations in Resource and ResourceUtils class. Contributed by Wangda Tan.
    
    (cherry picked from commit a6989af1d91d8b6795862c39d154823f8488c8de)
---
 .../apache/hadoop/yarn/api/records/Resource.java   |  6 +++---
 .../hadoop/yarn/api/records/impl/BaseResource.java | 10 ++++++---
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 25 ++++++++++++++++++----
 .../hadoop/yarn/util/resource/Resources.java       | 16 +++++++-------
 4 files changed, 39 insertions(+), 18 deletions(-)

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 6c0bed5..f3a5bc2 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
@@ -65,7 +65,7 @@ public abstract class Resource implements Comparable<Resource> {
   @Public
   @Stable
   public static Resource newInstance(int memory, int vCores) {
-    if (ResourceUtils.getResourceTypesArray().length > 2) {
+    if (ResourceUtils.getNumberOfKnownResourceTypes() > 2) {
       Resource ret = Records.newRecord(Resource.class);
       ret.setMemorySize(memory);
       ret.setVirtualCores(vCores);
@@ -77,7 +77,7 @@ public abstract class Resource implements Comparable<Resource> {
   @Public
   @Stable
   public static Resource newInstance(long memory, int vCores) {
-    if (ResourceUtils.getResourceTypesArray().length > 2) {
+    if (ResourceUtils.getNumberOfKnownResourceTypes() > 2) {
       Resource ret = Records.newRecord(Resource.class);
       ret.setMemorySize(memory);
       ret.setVirtualCores(vCores);
@@ -91,7 +91,7 @@ public abstract class Resource implements Comparable<Resource> {
   public static Resource newInstance(Resource resource) {
     Resource ret = Resource.newInstance(resource.getMemorySize(),
         resource.getVirtualCores());
-    if (ResourceUtils.getResourceTypesArray().length > 2) {
+    if (ResourceUtils.getNumberOfKnownResourceTypes() > 2) {
       Resource.copy(resource, ret);
     }
     return ret;
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
index 83db542..b5cc4d6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/BaseResource.java
@@ -63,6 +63,11 @@ public class BaseResource extends Resource {
   protected ResourceInformation[] resources = null;
   protected ResourceInformation[] readOnlyResources = null;
 
+  // Number of mandatory resources, this is added to avoid invoke
+  // MandatoryResources.values().length, since values() internally will
+  // copy array, etc.
+  private static final int NUM_MANDATORY_RESOURCES = 2;
+
   protected enum MandatoryResources {
     MEMORY(0), VCORES(1);
 
@@ -86,9 +91,8 @@ public class BaseResource extends Resource {
         ResourceInformation.MEMORY_MB.getUnits(), memory);
     this.vcoresResInfo = ResourceInformation.newInstance(VCORES, "", vcores);
 
-    resources = new ResourceInformation[MandatoryResources.values().length];
-    readOnlyResources = new ResourceInformation[MandatoryResources
-        .values().length];
+    resources = new ResourceInformation[NUM_MANDATORY_RESOURCES];
+    readOnlyResources = new ResourceInformation[NUM_MANDATORY_RESOURCES];
     resources[MandatoryResources.MEMORY.id] = memoryResInfo;
     resources[MandatoryResources.VCORES.id] = vcoresResInfo;
     readOnlyResources = Arrays.copyOf(resources, resources.length);
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 49feafa..06a5414 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -74,6 +74,7 @@ public class ResourceUtils {
   private static volatile ResourceInformation[] resourceTypesArray;
   private static volatile boolean initializedNodeResources = false;
   private static volatile Map<String, ResourceInformation> readOnlyNodeResources;
+  private static volatile int numKnownResourceTypes = -1;
 
   static final Log LOG = LogFactory.getLog(ResourceUtils.class);
 
@@ -308,23 +309,33 @@ public class ResourceUtils {
    * @return resourceNamesArray
    */
   public static String[] getResourceNamesArray() {
-    getResourceTypes(null, YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+    initializeResourceTypesIfNeeded(null,
+        YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
     return resourceNamesArray;
   }
 
   public static ResourceInformation[] getResourceTypesArray() {
-    getResourceTypes(null, YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+    initializeResourceTypesIfNeeded(null,
+        YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
     return resourceTypesArray;
   }
 
+  public static int getNumberOfKnownResourceTypes() {
+    if (numKnownResourceTypes < 0) {
+      initializeResourceTypesIfNeeded(null,
+          YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
+    }
+    return numKnownResourceTypes;
+  }
+
   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) {
+  private static void initializeResourceTypesIfNeeded(Configuration conf,
+      String resourceFile) {
     if (!initializedResources) {
       synchronized (ResourceUtils.class) {
         if (!initializedResources) {
@@ -346,6 +357,12 @@ public class ResourceUtils {
         }
       }
     }
+    numKnownResourceTypes = resourceTypes.size();
+  }
+
+  private static Map<String, ResourceInformation> getResourceTypes(
+      Configuration conf, String resourceFile) {
+    initializeResourceTypesIfNeeded(conf, resourceFile);
     return resourceTypes;
   }
 
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 702c1c8..54ef036 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
@@ -173,7 +173,7 @@ public class Resources {
   }
 
   public static Resource addTo(Resource lhs, Resource rhs) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(i);
@@ -197,7 +197,7 @@ public class Resources {
   }
 
   public static Resource subtractFrom(Resource lhs, Resource rhs) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(i);
@@ -243,7 +243,7 @@ public class Resources {
   }
 
   public static Resource multiplyTo(Resource lhs, double by) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation lhsValue = lhs.getResourceInformation(i);
@@ -266,7 +266,7 @@ public class Resources {
    */
   public static Resource multiplyAndAddTo(
       Resource lhs, Resource rhs, double by) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(i);
@@ -299,7 +299,7 @@ public class Resources {
   
   public static Resource multiplyAndRoundDown(Resource lhs, double by) {
     Resource out = clone(lhs);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation lhsValue = lhs.getResourceInformation(i);
@@ -408,7 +408,7 @@ public class Resources {
   }
   
   public static boolean fitsIn(Resource smaller, Resource bigger) {
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = bigger.getResourceInformation(i);
@@ -436,7 +436,7 @@ public class Resources {
   
   public static Resource componentwiseMin(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(i);
@@ -460,7 +460,7 @@ public class Resources {
   
   public static Resource componentwiseMax(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    int maxLength = ResourceUtils.getNumberOfKnownResourceTypes();
     for (int i = 0; i < maxLength; i++) {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(i);


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[hadoop] 32/33: YARN-9175. Null resources check in ResourceInfo for branch-3.0

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 64165d81af3ee0c7820c6245103a1c14badc6042
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Thu Jan 3 15:58:10 2019 -0500

    YARN-9175. Null resources check in ResourceInfo for branch-3.0
    
    (cherry picked from commit a0291a015c1af0ea1282849bd8fb32824d7452fa)
---
 .../hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java  | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
index e13980a..dd80d20 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
@@ -62,7 +62,7 @@ public class ResourceInfo {
 
   @Override
   public String toString() {
-    return resources.toString();
+    return getResource().toString();
   }
 
   public void setMemory(int memory) {
@@ -82,6 +82,9 @@ public class ResourceInfo {
   }
 
   public Resource getResource() {
+    if (resources == null) {
+      resources = Resource.newInstance(memory, vCores);
+    }
     return Resource.newInstance(resources);
   }
 }


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[hadoop] 02/33: YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 1f114d97c10dba58b4b1c5ce8eb5b8b8266a28a0
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Fri Jan 29 10:53:31 2016 +0800

    YARN-4172. Extend DominantResourceCalculator to account for all resources. (Varun Vasudev via wangda)
    
    (cherry picked from commit 32c91223f1bd06561ea4ce2d1944e8d9a847f18c)
---
 .../util/resource/DominantResourceCalculator.java  | 380 +++++++++++++++------
 1 file changed, 273 insertions(+), 107 deletions(-)

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 7697e1d..a94e7a5 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
@@ -22,25 +22,31 @@ 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
  */
@@ -50,6 +56,56 @@ 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,
       boolean singleType) {
@@ -57,25 +113,14 @@ public class DominantResourceCalculator extends ResourceCalculator {
     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) {
@@ -83,75 +128,142 @@ public class DominantResourceCalculator extends ResourceCalculator {
     } else if (!singleType) {
       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
@@ -164,73 +276,127 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   @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((long) Math.ceil((float) (r.getMemorySize() * by)),
-            stepFactor.getMemorySize()),
-        roundUp((int) Math.ceil((float) (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((long) (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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[hadoop] 12/33: YARN-9182. Backport YARN-6445 resource profile performance improvements to branch-2

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 2c1d10a4819e1aeb5546447947807ebd9c0e9eb9
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Tue Jan 8 15:33:02 2019 -0500

    YARN-9182. Backport YARN-6445 resource profile performance improvements to branch-2
---
 .../apache/hadoop/yarn/api/records/Resource.java   | 19 +++++--
 .../yarn/api/records/ResourceInformation.java      | 51 ++++++++++--------
 .../hadoop/yarn/util/UnitsConversionUtil.java      | 34 ++++++------
 .../hadoop/yarn/conf/TestResourceInformation.java  |  4 +-
 .../hadoop/yarn/util/TestUnitsConversionUtil.java  | 60 +++++++++++-----------
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   | 23 +++++----
 .../util/resource/DominantResourceCalculator.java  | 54 +++++++++----------
 .../hadoop/yarn/util/resource/Resources.java       | 18 +++----
 .../yarn/util/resource/TestResourceUtils.java      |  1 +
 .../hadoop/yarn/util/resource/TestResources.java   | 12 ++++-
 .../scheduler/AbstractYarnScheduler.java           | 20 +-------
 11 files changed, 157 insertions(+), 139 deletions(-)

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 10755b4..c51357c 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
@@ -107,12 +107,23 @@ public abstract class Resource implements Comparable<Resource> {
   @InterfaceStability.Unstable
   public static Resource newInstance(Resource resource) {
     Resource ret = Resource.newInstance(0, 0);
-    for (Map.Entry<String, ResourceInformation> entry : resource.getResources()
+    Resource.copy(resource, ret);
+    return ret;
+  }
+
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
+  public static void copy(Resource source, Resource dest) {
+    for (Map.Entry<String, ResourceInformation> entry : source.getResources()
         .entrySet()) {
-      ret.setResourceInformation(entry.getKey(),
-          ResourceInformation.newInstance(entry.getValue()));
+      try {
+        ResourceInformation.copy(entry.getValue(),
+            dest.getResourceInformation(entry.getKey()));
+      } catch (YarnException ye) {
+        dest.setResourceInformation(entry.getKey(),
+            ResourceInformation.newInstance(entry.getValue()));
+      }
     }
-    return ret;
   }
 
   /**
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 7d74efc..7c0f055 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
@@ -30,9 +30,9 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   private String name;
   private String units;
   private ResourceTypes resourceType;
-  private Long value;
-  private Long minimumAllocation;
-  private Long maximumAllocation;
+  private long value;
+  private long minimumAllocation;
+  private long maximumAllocation;
 
   private static final String MEMORY_URI = "memory-mb";
   private static final String VCORES_URI = "vcores";
@@ -106,7 +106,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @return the resource value
    */
-  public Long getValue() {
+  public long getValue() {
     return value;
   }
 
@@ -115,7 +115,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @param rValue the resource value
    */
-  public void setValue(Long rValue) {
+  public void setValue(long rValue) {
     this.value = rValue;
   }
 
@@ -124,7 +124,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @return the minimum allocation for the resource
    */
-  public Long getMinimumAllocation() {
+  public long getMinimumAllocation() {
     return minimumAllocation;
   }
 
@@ -133,7 +133,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @param minimumAllocation the minimum allocation for the resource
    */
-  public void setMinimumAllocation(Long minimumAllocation) {
+  public void setMinimumAllocation(long minimumAllocation) {
     this.minimumAllocation = minimumAllocation;
   }
 
@@ -142,7 +142,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @return the maximum allocation for the resource
    */
-  public Long getMaximumAllocation() {
+  public long getMaximumAllocation() {
     return maximumAllocation;
   }
 
@@ -151,7 +151,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    *
    * @param maximumAllocation the maximum allocation for the resource
    */
-  public void setMaximumAllocation(Long maximumAllocation) {
+  public void setMaximumAllocation(long maximumAllocation) {
     this.maximumAllocation = maximumAllocation;
   }
 
@@ -163,18 +163,13 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
    */
   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());
-    ret.setMinimumAllocation(other.getMinimumAllocation());
-    ret.setMaximumAllocation(other.getMaximumAllocation());
+    copy(other, ret);
     return ret;
   }
 
   public static ResourceInformation newInstance(String name, String units,
-      Long value, ResourceTypes type, Long minimumAllocation,
-      Long maximumAllocation) {
+      long value, ResourceTypes type, long minimumAllocation,
+      long maximumAllocation) {
     ResourceInformation ret = new ResourceInformation();
     ret.setName(name);
     ret.setResourceType(type);
@@ -186,7 +181,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
   }
 
   public static ResourceInformation newInstance(String name, String units,
-      Long value) {
+      long value) {
     return ResourceInformation
         .newInstance(name, units, value, ResourceTypes.COUNTABLE, 0L,
             Long.MAX_VALUE);
@@ -198,7 +193,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
             Long.MAX_VALUE);
   }
 
-  public static ResourceInformation newInstance(String name, Long value) {
+  public static ResourceInformation newInstance(String name, long value) {
     return ResourceInformation
         .newInstance(name, "", value, ResourceTypes.COUNTABLE, 0L,
             Long.MAX_VALUE);
@@ -208,6 +203,22 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
     return ResourceInformation.newInstance(name, "");
   }
 
+  /**
+   * Copies the content of the source ResourceInformation object to the
+   * destination object, overwriting all properties of the destination object.
+   * @param src Source ResourceInformation object
+   * @param dst Destination ResourceInformation object
+   */
+
+  public static void copy(ResourceInformation src, ResourceInformation dst) {
+    dst.setName(src.getName());
+    dst.setResourceType(src.getResourceType());
+    dst.setUnits(src.getUnits());
+    dst.setValue(src.getValue());
+    dst.setMinimumAllocation(src.getMinimumAllocation());
+    dst.setMaximumAllocation(src.getMaximumAllocation());
+  }
+
   @Override
   public String toString() {
     return "name: " + this.name + ", units: " + this.units + ", type: "
@@ -244,7 +255,7 @@ public class ResourceInformation implements Comparable<ResourceInformation> {
         939769357 + name.hashCode(); // prime * result = 939769357 initially
     result = prime * result + resourceType.hashCode();
     result = prime * result + units.hashCode();
-    result = prime * result + value.hashCode();
+    result = prime * result + Long.valueOf(value).hashCode();
     return result;
   }
 
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 47bb3df..c7663de 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
@@ -128,23 +128,24 @@ public class UnitsConversionUtil {
    * @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) {
+  public static long convert(String fromUnit, String toUnit, long fromValue) {
+    if (toUnit == null || fromUnit == null) {
       throw new IllegalArgumentException("One or more arguments are null");
     }
-    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;
+    long numerator = fc.numerator * tc.denominator;
+    long denominator = fc.denominator * tc.numerator;
+    long numeratorMultiplierLimit = Long.MAX_VALUE / numerator;
     if (numerator < denominator) {
       if (numeratorMultiplierLimit < fromValue) {
+        String overflowMsg =
+            "Converting " + fromValue + " from '" + fromUnit + "' to '" + toUnit
+                + "' will result in an overflow of Long";
         throw new IllegalArgumentException(overflowMsg);
       }
       return (fromValue * numerator) / denominator;
@@ -152,8 +153,11 @@ public class UnitsConversionUtil {
     if (numeratorMultiplierLimit > fromValue) {
       return (numerator * fromValue) / denominator;
     }
-    Long tmp = numerator / denominator;
+    long tmp = numerator / denominator;
     if ((Long.MAX_VALUE / tmp) < fromValue) {
+      String overflowMsg =
+          "Converting " + fromValue + " from '" + fromUnit + "' to '" + toUnit
+              + "' will result in an overflow of Long";
       throw new IllegalArgumentException(overflowMsg);
     }
     return fromValue * tmp;
@@ -170,8 +174,8 @@ public class UnitsConversionUtil {
    * @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) {
+  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");
@@ -185,19 +189,19 @@ public class UnitsConversionUtil {
     Converter unitAC = getConverter(unitA);
     Converter unitBC = getConverter(unitB);
     if (unitA.equals(unitB)) {
-      return valueA.compareTo(valueB);
+      return Long.valueOf(valueA).compareTo(valueB);
     }
     int unitAPos = SORTED_UNITS.indexOf(unitA);
     int unitBPos = SORTED_UNITS.indexOf(unitB);
     try {
-      Long tmpA = valueA;
-      Long tmpB = valueB;
+      long tmpA = valueA;
+      long tmpB = valueB;
       if (unitAPos < unitBPos) {
         tmpB = convert(unitB, unitA, valueB);
       } else {
         tmpA = convert(unitA, unitB, valueA);
       }
-      return tmpA.compareTo(tmpB);
+      return Long.valueOf(tmpA).compareTo(tmpB);
     } catch (IllegalArgumentException ie) {
       BigInteger tmpA = BigInteger.valueOf(valueA);
       BigInteger tmpB = BigInteger.valueOf(valueB);
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
index 28f69c9..2efb990 100644
--- 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
@@ -50,7 +50,7 @@ public class TestResourceInformation {
   @Test
   public void testValue() {
     String name = "yarn.io/test";
-    Long value = 1l;
+    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());
@@ -59,7 +59,7 @@ public class TestResourceInformation {
   @Test
   public void testResourceInformation() {
     String name = "yarn.io/test";
-    Long value = 1l;
+    long value = 1L;
     String units = "m";
     ResourceInformation ri =
         ResourceInformation.newInstance(name, units, value);
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 0f999e8..0b512a5 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
@@ -27,62 +27,62 @@ public class TestUnitsConversionUtil {
   public void testUnitsConversion() {
     int value = 5;
     String fromUnit = "";
-    Long test = Long.valueOf(value);
+    long test = value;
     Assert.assertEquals("pico test failed",
-        Long.valueOf(value * 1000l * 1000l * 1000l * 1000l),
+        value * 1000L * 1000L * 1000L * 1000L,
         UnitsConversionUtil.convert(fromUnit, "p", test));
     Assert.assertEquals("nano test failed",
-        Long.valueOf(value * 1000l * 1000l * 1000l),
+        value * 1000L * 1000L * 1000L,
         UnitsConversionUtil.convert(fromUnit, "n", test));
     Assert
-        .assertEquals("micro test failed", Long.valueOf(value * 1000l * 1000l),
+        .assertEquals("micro test failed", value * 1000L * 1000L,
             UnitsConversionUtil.convert(fromUnit, "u", test));
-    Assert.assertEquals("milli test failed", Long.valueOf(value * 1000l),
+    Assert.assertEquals("milli test failed", value * 1000L,
         UnitsConversionUtil.convert(fromUnit, "m", test));
 
-    test = Long.valueOf(value * 1000l * 1000l * 1000l * 1000l * 1000l);
+    test = value * 1000L * 1000L * 1000L * 1000L * 1000L;
     fromUnit = "";
-    Assert.assertEquals("kilo test failed", Long.valueOf(test / 1000l),
+    Assert.assertEquals("kilo test failed", test / 1000L,
         UnitsConversionUtil.convert(fromUnit, "k", test));
 
     Assert
-        .assertEquals("mega test failed", Long.valueOf(test / (1000l * 1000l)),
+        .assertEquals("mega test failed", test / (1000L * 1000L),
             UnitsConversionUtil.convert(fromUnit, "M", test));
     Assert.assertEquals("giga test failed",
-        Long.valueOf(test / (1000l * 1000l * 1000l)),
+        test / (1000L * 1000L * 1000L),
         UnitsConversionUtil.convert(fromUnit, "G", test));
     Assert.assertEquals("tera test failed",
-        Long.valueOf(test / (1000l * 1000l * 1000l * 1000l)),
+        test / (1000L * 1000L * 1000L * 1000L),
         UnitsConversionUtil.convert(fromUnit, "T", test));
     Assert.assertEquals("peta test failed",
-        Long.valueOf(test / (1000l * 1000l * 1000l * 1000l * 1000l)),
+        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("nano to pico test failed", value * 1000L,
+        UnitsConversionUtil.convert("n", "p", value));
 
-    Assert.assertEquals("mega to giga test failed", Long.valueOf(value),
-        UnitsConversionUtil.convert("M", "G", Long.valueOf(value * 1000l)));
+    Assert.assertEquals("mega to giga test failed", value,
+        UnitsConversionUtil.convert("M", "G", value * 1000L));
 
-    Assert.assertEquals("Mi to Gi test failed", Long.valueOf(value),
-        UnitsConversionUtil.convert("Mi", "Gi", Long.valueOf(value * 1024l)));
+    Assert.assertEquals("Mi to Gi test failed", value,
+        UnitsConversionUtil.convert("Mi", "Gi", value * 1024L));
 
-    Assert.assertEquals("Mi to Ki test failed", Long.valueOf(value * 1024),
-        UnitsConversionUtil.convert("Mi", "Ki", Long.valueOf(value)));
+    Assert.assertEquals("Mi to Ki test failed", value * 1024,
+        UnitsConversionUtil.convert("Mi", "Ki", value));
 
-    Assert.assertEquals("Ki to base units test failed", Long.valueOf(5 * 1024),
-        UnitsConversionUtil.convert("Ki", "", Long.valueOf(5)));
+    Assert.assertEquals("Ki to base units test failed", 5 * 1024,
+        UnitsConversionUtil.convert("Ki", "", 5));
 
-    Assert.assertEquals("Mi to k test failed", Long.valueOf(1073741),
-        UnitsConversionUtil.convert("Mi", "k", Long.valueOf(1024)));
+    Assert.assertEquals("Mi to k test failed", 1073741,
+        UnitsConversionUtil.convert("Mi", "k", 1024));
 
-    Assert.assertEquals("M to Mi test failed", Long.valueOf(953),
-        UnitsConversionUtil.convert("M", "Mi", Long.valueOf(1000)));
+    Assert.assertEquals("M to Mi test failed", 953,
+        UnitsConversionUtil.convert("M", "Mi", 1000));
   }
 
   @Test
   public void testOverflow() {
-    Long test = Long.valueOf(5 * 1000l * 1000l * 1000l * 1000l * 1000l);
+    long test = 5 * 1000L * 1000L * 1000L * 1000L * 1000L;
     try {
       UnitsConversionUtil.convert("P", "p", test);
       Assert.fail("this operation should result in an overflow");
@@ -100,9 +100,9 @@ public class TestUnitsConversionUtil {
   @Test
   public void testCompare() {
     String unitA = "P";
-    Long valueA = Long.valueOf(1);
+    long valueA = 1;
     String unitB = "p";
-    Long valueB = Long.valueOf(2);
+    long valueB = 2;
     Assert.assertEquals(1,
         UnitsConversionUtil.compare(unitA, valueA, unitB, valueB));
     Assert.assertEquals(-1,
@@ -120,7 +120,7 @@ public class TestUnitsConversionUtil {
     Assert.assertEquals(-1,
         UnitsConversionUtil.compare(unitB, valueB, unitA, valueA));
     Assert.assertEquals(0,
-        UnitsConversionUtil.compare(unitA, valueA, unitB, 1000l));
+        UnitsConversionUtil.compare(unitA, valueA, unitB, 1000L));
 
     unitA = "p";
     unitB = "n";
@@ -129,7 +129,7 @@ public class TestUnitsConversionUtil {
     Assert.assertEquals(1,
         UnitsConversionUtil.compare(unitB, valueB, unitA, valueA));
     Assert.assertEquals(0,
-        UnitsConversionUtil.compare(unitA, 1000l, unitB, valueA));
+        UnitsConversionUtil.compare(unitA, 1000L, unitB, valueA));
 
   }
 }
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 48d3178..bba5f7e 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
@@ -18,6 +18,7 @@
 
 package org.apache.hadoop.yarn.api.records.impl.pb;
 
+import org.apache.commons.collections.map.UnmodifiableMap;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.classification.InterfaceAudience.Private;
@@ -46,6 +47,7 @@ public class ResourcePBImpl extends Resource {
   boolean viaProto = false;
 
   private Map<String, ResourceInformation> resources;
+  private Map<String, ResourceInformation> readOnlyResources;
 
 
   // call via ProtoUtils.convertToProtoFormat(Resource)
@@ -68,6 +70,7 @@ public class ResourcePBImpl extends Resource {
   public ResourcePBImpl(ResourceProto proto) {
     this.proto = proto;
     viaProto = true;
+    this.readOnlyResources = null;
     this.resources = null;
     initResources();
   }
@@ -111,10 +114,9 @@ public class ResourcePBImpl extends Resource {
 
   @Override
   public void setMemorySize(long memory) {
-    setResourceInformation(ResourceInformation.MEMORY_MB.getName(),
-        ResourceInformation.newInstance(ResourceInformation.MEMORY_MB.getName(),
-            ResourceInformation.MEMORY_MB.getUnits(), memory));
-
+    maybeInitBuilder();
+    getResourceInformation(ResourceInformation.MEMORY_MB.getName())
+        .setValue(memory);
   }
 
   @Override
@@ -127,9 +129,9 @@ public class ResourcePBImpl extends Resource {
 
   @Override
   public void setVirtualCores(int vCores) {
-    setResourceInformation(ResourceInformation.VCORES.getName(),
-        ResourceInformation.newInstance(ResourceInformation.VCORES.getName(),
-            ResourceInformation.VCORES.getUnits(), (long) vCores));
+    maybeInitBuilder();
+    getResourceInformation(ResourceInformation.VCORES.getName())
+        .setValue(vCores);
   }
 
   private void initResources() {
@@ -143,7 +145,7 @@ public class ResourcePBImpl extends Resource {
           entry.hasType() ? ProtoUtils.convertFromProtoFormat(entry.getType()) :
               ResourceTypes.COUNTABLE;
       String units = entry.hasUnits() ? entry.getUnits() : "";
-      Long value = entry.hasValue() ? entry.getValue() : 0L;
+      long value = entry.hasValue() ? entry.getValue() : 0L;
       ResourceInformation ri = ResourceInformation
           .newInstance(entry.getKey(), units, value, type, 0L, Long.MAX_VALUE);
       if (resources.containsKey(ri.getName())) {
@@ -171,7 +173,7 @@ public class ResourcePBImpl extends Resource {
     }
     initResources();
     if (resources.containsKey(resource)) {
-      resources.put(resource, resourceInformation);
+      ResourceInformation.copy(resourceInformation, resources.get(resource));
     }
   }
 
@@ -193,7 +195,7 @@ public class ResourcePBImpl extends Resource {
   @Override
   public Map<String, ResourceInformation> getResources() {
     initResources();
-    return Collections.unmodifiableMap(this.resources);
+    return readOnlyResources;
   }
 
   @Override
@@ -226,6 +228,7 @@ public class ResourcePBImpl extends Resource {
         resources.put(entry.getKey(),
             ResourceInformation.newInstance(entry.getValue()));
       }
+      readOnlyResources = Collections.unmodifiableMap(resources);
     }
   }
 
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 7db1da4..76bc364 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
@@ -154,7 +154,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
             clusterResource.getResourceInformation(rName);
         ResourceInformation resourceInformation =
             resource.getResourceInformation(rName);
-        Long resourceValue = UnitsConversionUtil
+        long resourceValue = UnitsConversionUtil
             .convert(resourceInformation.getUnits(),
                 clusterResourceResourceInformation.getUnits(),
                 resourceInformation.getValue());
@@ -180,11 +180,11 @@ public class DominantResourceCalculator extends ResourceCalculator {
             available.getResourceInformation(resource);
         ResourceInformation requiredResource =
             required.getResourceInformation(resource);
-        Long requiredResourceValue = UnitsConversionUtil
+        long requiredResourceValue = UnitsConversionUtil
             .convert(requiredResource.getUnits(), availableResource.getUnits(),
                 requiredResource.getValue());
         if (requiredResourceValue != 0) {
-          Long tmp = availableResource.getValue() / requiredResourceValue;
+          long tmp = availableResource.getValue() / requiredResourceValue;
           min = min < tmp ? min : tmp;
         }
       } catch (YarnException ye) {
@@ -228,7 +228,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
             a.getResourceInformation(resource);
         ResourceInformation bResourceInformation =
             b.getResourceInformation(resource);
-        Long bResourceValue = UnitsConversionUtil
+        long bResourceValue = UnitsConversionUtil
             .convert(bResourceInformation.getUnits(),
                 aResourceInformation.getUnits(),
                 bResourceInformation.getValue());
@@ -249,14 +249,13 @@ public class DominantResourceCalculator extends ResourceCalculator {
   }
 
   public Resource divideAndCeil(Resource numerator, long denominator) {
-    Resource ret = Resources.createResource(0, 0);
+    Resource ret = Resource.newInstance(numerator);
     for (String resource : resourceNames) {
       try {
-        ResourceInformation resourceInformation = ResourceInformation
-            .newInstance(numerator.getResourceInformation(resource));
+        ResourceInformation resourceInformation =
+            ret.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);
@@ -276,7 +275,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public Resource normalize(Resource r, Resource minimumResource,
       Resource maximumResource, Resource stepFactor) {
-    Resource ret = Resources.createResource(0, 0);
+    Resource ret = Resource.newInstance(r);
     for (String resource : resourceNames) {
       try {
         ResourceInformation rResourceInformation =
@@ -287,28 +286,26 @@ public class DominantResourceCalculator extends ResourceCalculator {
             maximumResource.getResourceInformation(resource);
         ResourceInformation stepFactorResourceInformation =
             stepFactor.getResourceInformation(resource);
-        ResourceInformation tmp =
-            ResourceInformation.newInstance(rResourceInformation);
+        ResourceInformation tmp = ret.getResourceInformation(resource);
 
-        Long rValue = rResourceInformation.getValue();
-        Long minimumValue = UnitsConversionUtil
+        long rValue = rResourceInformation.getValue();
+        long minimumValue = UnitsConversionUtil
             .convert(minimumResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 minimumResourceInformation.getValue());
-        Long maximumValue = UnitsConversionUtil
+        long maximumValue = UnitsConversionUtil
             .convert(maximumResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 maximumResourceInformation.getValue());
-        Long stepFactorValue = UnitsConversionUtil
+        long stepFactorValue = UnitsConversionUtil
             .convert(stepFactorResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 stepFactorResourceInformation.getValue());
-        Long value = Math.max(rValue, minimumValue);
+        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(
             "Error getting resource information for " + resource, ye);
@@ -328,28 +325,27 @@ public class DominantResourceCalculator extends ResourceCalculator {
   }
 
   private Resource rounding(Resource r, Resource stepFactor, boolean roundUp) {
-    Resource ret = Resources.createResource(0, 0);
+    Resource ret = Resource.newInstance(r);
     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
+        long rValue = rResourceInformation.getValue();
+        long stepFactorValue = UnitsConversionUtil
             .convert(stepFactorResourceInformation.getUnits(),
                 rResourceInformation.getUnits(),
                 stepFactorResourceInformation.getValue());
-        Long value = rValue;
+        long value = rValue;
         if (stepFactorValue != 0) {
           value = roundUp ? roundUp(rValue, stepFactorValue) :
               roundDown(rValue, stepFactorValue);
         }
-        tmp.setValue(value);
-        ret.setResourceInformation(resource, tmp);
+        ResourceInformation
+            .copy(rResourceInformation, ret.getResourceInformation(resource));
+        ret.getResourceInformation(resource).setValue(value);
       } catch (YarnException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
@@ -372,15 +368,14 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   private Resource multiplyAndNormalize(Resource r, double by,
       Resource stepFactor, boolean roundUp) {
-    Resource ret = Resources.createResource(0, 0);
+    Resource ret = Resource.newInstance(r);
     for (String resource : resourceNames) {
       try {
         ResourceInformation rResourceInformation =
             r.getResourceInformation(resource);
         ResourceInformation stepFactorResourceInformation =
             stepFactor.getResourceInformation(resource);
-        ResourceInformation tmp =
-            ResourceInformation.newInstance(rResourceInformation);
+        ResourceInformation tmp = ret.getResourceInformation(resource);
 
         Long rValue = rResourceInformation.getValue();
         Long stepFactorValue = UnitsConversionUtil
@@ -397,7 +392,6 @@ public class DominantResourceCalculator extends ResourceCalculator {
               roundUp ? (long) Math.ceil(rValue * by) : (long) (rValue * by);
         }
         tmp.setValue(value);
-        ret.setResourceInformation(resource, tmp);
       } catch (YarnException ye) {
         throw new IllegalArgumentException(
             "Error getting resource information for " + resource, ye);
@@ -414,7 +408,7 @@ public class DominantResourceCalculator extends ResourceCalculator {
             smaller.getResourceInformation(resource);
         ResourceInformation bResourceInformation =
             bigger.getResourceInformation(resource);
-        Long sResourceValue = UnitsConversionUtil
+        long sResourceValue = UnitsConversionUtil
             .convert(sResourceInformation.getUnits(),
                 bResourceInformation.getUnits(),
                 sResourceInformation.getValue());
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 b0ec907..d143e93 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
@@ -42,7 +42,7 @@ public class Resources {
   static class FixedValueResource extends Resource {
 
     private Map<String, ResourceInformation> resources;
-    private Long resourceValue;
+    private long resourceValue;
     private String name;
 
     /**
@@ -50,7 +50,7 @@ public class Resources {
      * @param rName the name of the resource
      * @param value the fixed value to be returned for all resource types
      */
-    FixedValueResource(String rName, Long value) {
+    FixedValueResource(String rName, long value) {
       this.resourceValue = value;
       this.name = rName;
       resources = initResourceMap();
@@ -60,7 +60,7 @@ public class Resources {
       if(this.resourceValue > Integer.MAX_VALUE) {
         return Integer.MAX_VALUE;
       }
-      return this.resourceValue.intValue();
+      return Long.valueOf(this.resourceValue).intValue();
     }
 
     @Override
@@ -203,7 +203,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = UnitsConversionUtil
+        long convertedRhs = UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue());
         lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
@@ -225,7 +225,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = UnitsConversionUtil
+        long convertedRhs = UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue());
         lhs.setResourceValue(name, lhsValue.getValue() - convertedRhs);
@@ -288,7 +288,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = (long) (UnitsConversionUtil
+        long convertedRhs = (long) (UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue()) * by);
         lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
@@ -422,7 +422,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = bigger.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = UnitsConversionUtil
+        long convertedRhs = UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue());
         if(lhsValue.getValue() > convertedRhs) {
@@ -448,7 +448,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = UnitsConversionUtil
+        long convertedRhs = UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue());
         ResourceInformation outInfo =
@@ -469,7 +469,7 @@ public class Resources {
       try {
         ResourceInformation rhsValue = rhs.getResourceInformation(name);
         ResourceInformation lhsValue = entry.getValue();
-        Long convertedRhs = UnitsConversionUtil
+        long convertedRhs = UnitsConversionUtil
             .convert(rhsValue.getUnits(), lhsValue.getUnits(),
                 rhsValue.getValue());
         ResourceInformation outInfo =
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 6f17659..38554b6 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
@@ -283,6 +283,7 @@ public class TestResourceUtils {
       Map<String, ResourceInformation> actual =
           ResourceUtils.getNodeResourceInformation(conf);
       Assert.assertEquals(entry.getValue().getResources(), actual);
+      dest.delete();
     }
   }
 
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 d81dcdb..1555e55 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
@@ -42,6 +42,16 @@ import static org.junit.Assert.assertTrue;
 
 public class TestResources {
 
+  static class ExtendedResources extends Resources {
+    public static Resource unbounded() {
+      return new FixedValueResource("UNBOUNDED", Long.MAX_VALUE);
+    }
+
+    public static Resource none() {
+      return new FixedValueResource("NONE", 0L);
+    }
+  }
+
   private static final String EXTRA_RESOURCE_TYPE = "resource2";
   private String resourceTypesFile;
 
@@ -87,7 +97,7 @@ public class TestResources {
   @Test(timeout = 10000)
   public void testCompareToWithUnboundedResource() {
     unsetExtraResourceType();
-    Resource unboundedClone = Resources.clone(Resources.unbounded());
+    Resource unboundedClone = Resources.clone(ExtendedResources.unbounded());
     assertTrue(unboundedClone
         .compareTo(createResource(Long.MAX_VALUE, Integer.MAX_VALUE)) == 0);
     assertTrue(unboundedClone.compareTo(createResource(Long.MAX_VALUE, 0)) > 0);
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 7b544ef..c44c068 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
@@ -1340,15 +1340,7 @@ public abstract class AbstractYarnScheduler
    * @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();
-    }
+    Resource ret = ResourceUtils.getResourceTypesMinimumAllocation();
     LOG.info("Minimum allocation = " + ret);
     return ret;
   }
@@ -1362,15 +1354,7 @@ public abstract class AbstractYarnScheduler
    */
 
   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();
-    }
+    Resource ret = ResourceUtils.getResourceTypesMaximumAllocation();
     LOG.info("Maximum allocation = " + ret);
     return ret;
   }


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[hadoop] 03/33: YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 380b168c53b17b8d07725b5e648da26c2b33f5f8
Author: Varun Vasudev <vv...@apache.org>
AuthorDate: Fri Mar 11 15:03:15 2016 +0530

    YARN-4715. Add support to read resource types from a config file. Contributed by Varun Vasudev.
    
    (cherry picked from commit ceb12c59a34677518a198e19acb4e29cdfc8a0e1)
---
 .../apache/hadoop/yarn/api/records/Resource.java   |  24 +-
 .../yarn/api/records/ResourceInformation.java      |   8 +-
 .../apache/hadoop/yarn/conf/YarnConfiguration.java |  12 +
 .../yarn/exceptions/ResourceNotFoundException.java |   2 +-
 .../hadoop-yarn/hadoop-yarn-common/pom.xml         |   8 +
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  72 ++----
 .../util/resource/DominantResourceCalculator.java  |   5 +-
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 229 +++++++++++++++++++
 .../hadoop/yarn/util/resource/Resources.java       |  18 +-
 .../src/main/resources/yarn-default.xml            |   9 +
 .../yarn/util/resource/TestResourceUtils.java      | 248 +++++++++++++++++++++
 .../resources/resource-types/resource-types-1.xml  |  18 ++
 .../resources/resource-types/resource-types-2.xml  |  29 +++
 .../resources/resource-types/resource-types-3.xml  |  24 ++
 .../resources/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, 761 insertions(+), 90 deletions(-)

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 fab8063..f8d250b 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
@@ -101,15 +101,6 @@ public abstract class Resource implements Comparable<Resource> {
     return new SimpleResource(memory, vCores);
   }
 
-  @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
@@ -234,15 +225,6 @@ 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
@@ -276,8 +258,8 @@ 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();
@@ -320,7 +302,7 @@ 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;
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;
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 2883705..c46820d 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
@@ -63,8 +63,13 @@ 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,
@@ -108,6 +113,13 @@ 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";
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;
 
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 2110a24..40c70ba 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/pom.xml
@@ -204,6 +204,14 @@
         <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>
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 6cd824c..ad1839a 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;
@@ -89,16 +91,11 @@ 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
@@ -117,14 +114,10 @@ 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
@@ -164,21 +157,6 @@ 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();
@@ -216,8 +194,7 @@ 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);
@@ -226,7 +203,7 @@ 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();
@@ -237,18 +214,15 @@ 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()));
+      }
     }
   }
 
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 a94e7a5..0412c0f 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();
   }
 
   /**
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;
+  }
+}
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 eaebf76..836f87e 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;
     }
 
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 3e5e5ca..768deb2 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
@@ -3479,4 +3479,13 @@
     <value></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>
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
+      }
+    }
+  }
+}
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>
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>
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>
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>
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>
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>
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>
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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[hadoop] 17/33: YARN-6892. [YARN-3926] Improve API implementation in Resources and DominantResourceCalculator class. Contributed by Sunil G.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 80145c0a388dec910a991fd40c7c96274d1f7c08
Author: Sunil G <su...@apache.org>
AuthorDate: Wed Aug 16 15:25:36 2017 +0530

    YARN-6892. [YARN-3926] Improve API implementation in Resources and DominantResourceCalculator class. Contributed by Sunil G.
    
    (cherry picked from commit 2b51b262aba0191b80dc93799574c0b959cb4f4e)
---
 .../apache/hadoop/yarn/api/records/Resource.java   |  70 ++++-
 .../util/resource/DominantResourceCalculator.java  | 317 +++++++++------------
 .../hadoop/yarn/util/resource/Resources.java       |  98 ++++---
 3 files changed, 254 insertions(+), 231 deletions(-)

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 54f0b18..6c0bed5 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
@@ -164,7 +164,6 @@ public abstract class Resource implements Comparable<Resource> {
         "This method is implemented by ResourcePBImpl");
   }
 
-
   /**
    * Get <em>number of virtual cpu cores</em> of the resource.
    * 
@@ -179,7 +178,7 @@ public abstract class Resource implements Comparable<Resource> {
   @Public
   @Evolving
   public abstract int getVirtualCores();
-  
+
   /**
    * Set <em>number of virtual cpu cores</em> of the resource.
    * 
@@ -225,6 +224,27 @@ public abstract class Resource implements Comparable<Resource> {
   }
 
   /**
+   * Get ResourceInformation for a specified resource from a given index.
+   *
+   * @param index
+   *          of the resource
+   * @return the ResourceInformation object for the resource
+   * @throws ResourceNotFoundException
+   *           if the resource can't be found
+   */
+  @Public
+  @Evolving
+  public ResourceInformation getResourceInformation(int index)
+      throws ResourceNotFoundException {
+    ResourceInformation[] resources = getResources();
+    if (index < 0 || index >= resources.length) {
+      throw new ResourceNotFoundException("Unknown resource at index '" + index
+          + "'. Vaid resources are: " + Arrays.toString(resources));
+    }
+    return resources[index];
+  }
+
+  /**
    * Get the value for a specified resource. No information about the units is
    * returned.
    *
@@ -264,6 +284,29 @@ public abstract class Resource implements Comparable<Resource> {
   }
 
   /**
+   * Set the ResourceInformation object for a particular resource.
+   *
+   * @param index
+   *          the resource index for which the ResourceInformation is provided
+   * @param resourceInformation
+   *          ResourceInformation object
+   * @throws ResourceNotFoundException
+   *           if the resource is not found
+   */
+  @Public
+  @Evolving
+  public void setResourceInformation(int index,
+      ResourceInformation resourceInformation)
+      throws ResourceNotFoundException {
+    ResourceInformation[] resources = getResources();
+    if (index < 0 || index >= resources.length) {
+      throw new ResourceNotFoundException("Unknown resource at index '" + index
+          + "'. Valid resources are " + Arrays.toString(resources));
+    }
+    ResourceInformation.copy(resourceInformation, resources[index]);
+  }
+
+  /**
    * Set the value of a resource in the ResourceInformation object. The unit of
    * the value is assumed to be the one in the ResourceInformation object.
    *
@@ -288,6 +331,29 @@ public abstract class Resource implements Comparable<Resource> {
     storedResourceInfo.setValue(value);
   }
 
+  /**
+   * Set the value of a resource in the ResourceInformation object. The unit of
+   * the value is assumed to be the one in the ResourceInformation object.
+   *
+   * @param index
+   *          the resource index for which the value is provided.
+   * @param value
+   *          the value to set
+   * @throws ResourceNotFoundException
+   *           if the resource is not found
+   */
+  @Public
+  @Evolving
+  public void setResourceValue(int index, long value)
+      throws ResourceNotFoundException {
+    ResourceInformation[] resources = getResources();
+    if (index < 0 || index >= resources.length) {
+      throw new ResourceNotFoundException("Unknown resource at index '" + index
+          + "'. Valid resources are " + Arrays.toString(resources));
+    }
+    resources[index].setValue(value);
+  }
+
   @Override
   public int hashCode() {
     final int prime = 263167;
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 ea5c8a8..5992ba3 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
@@ -17,13 +17,10 @@
 */
 package org.apache.hadoop.yarn.util.resource;
 
-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.records.Resource;
 import org.apache.hadoop.yarn.api.records.ResourceInformation;
-import org.apache.hadoop.yarn.exceptions.ResourceNotFoundException;
 import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 
 
@@ -51,14 +48,8 @@ import org.apache.hadoop.yarn.util.UnitsConversionUtil;
 @Private
 @Unstable
 public class DominantResourceCalculator extends ResourceCalculator {
-  private static final Log LOG =
-      LogFactory.getLog(DominantResourceCalculator.class);
-
-
-  private String[] resourceNames;
 
   public DominantResourceCalculator() {
-    resourceNames = ResourceUtils.getResourceNamesArray();
   }
 
   /**
@@ -75,21 +66,17 @@ public class DominantResourceCalculator extends ResourceCalculator {
     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 (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + rName, ye);
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation lhsResourceInformation = lhs
+          .getResourceInformation(i);
+      ResourceInformation rhsResourceInformation = rhs
+          .getResourceInformation(i);
+      int diff = lhsResourceInformation.compareTo(rhsResourceInformation);
+      if (diff >= 1) {
+        lhsGreater = true;
+      } else if (diff <= -1) {
+        rhsGreater = true;
       }
     }
     if (lhsGreater && rhsGreater) {
@@ -147,50 +134,40 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
     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 (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
-      }
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation clusterResourceResourceInformation = clusterResource
+          .getResourceInformation(i);
+      ResourceInformation resourceInformation = resource
+          .getResourceInformation(i);
+      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;
     }
     return (dominant) ? max : min;
   }
 
   @Override
-  public long computeAvailableContainers(Resource available, Resource required) {
+  public long computeAvailableContainers(Resource available,
+      Resource required) {
     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());
-        if (requiredResourceValue != 0) {
-          long tmp = availableResource.getValue() / requiredResourceValue;
-          min = min < tmp ? min : tmp;
-        }
-      } catch (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation availableResource = available
+          .getResourceInformation(i);
+      ResourceInformation requiredResource = required.getResourceInformation(i);
+      long requiredResourceValue = UnitsConversionUtil.convert(
+          requiredResource.getUnits(), availableResource.getUnits(),
+          requiredResource.getValue());
+      if (requiredResourceValue != 0) {
+        long tmp = availableResource.getValue() / requiredResourceValue;
+        min = min < tmp ? min : tmp;
       }
-
     }
     return min > Integer.MAX_VALUE ? Integer.MAX_VALUE : (int) min;
   }
@@ -216,23 +193,16 @@ public class DominantResourceCalculator extends ResourceCalculator {
   @Override
   public float ratio(Resource a, Resource b) {
     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 (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
-      }
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation aResourceInformation = a.getResourceInformation(i);
+      ResourceInformation bResourceInformation = b.getResourceInformation(i);
+      long bResourceValue = UnitsConversionUtil.convert(
+          bResourceInformation.getUnits(), aResourceInformation.getUnits(),
+          bResourceInformation.getValue());
+      float tmp = (float) aResourceInformation.getValue()
+          / (float) bResourceValue;
+      ratio = ratio > tmp ? ratio : tmp;
     }
     return ratio;
   }
@@ -244,16 +214,11 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   public Resource divideAndCeil(Resource numerator, long denominator) {
     Resource ret = Resource.newInstance(numerator);
-    for (String resource : resourceNames) {
-      try {
-        ResourceInformation resourceInformation =
-            ret.getResourceInformation(resource);
-        resourceInformation.setValue(
-            divideAndCeil(resourceInformation.getValue(), denominator));
-      } catch (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
-      }
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation resourceInformation = ret.getResourceInformation(i);
+      resourceInformation
+          .setValue(divideAndCeil(resourceInformation.getValue(), denominator));
     }
     return ret;
   }
@@ -270,41 +235,36 @@ public class DominantResourceCalculator extends ResourceCalculator {
   public Resource normalize(Resource r, Resource minimumResource,
       Resource maximumResource, Resource stepFactor) {
     Resource ret = Resource.newInstance(r);
-    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 = ret.getResourceInformation(resource);
-
-        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());
-        long value = Math.max(rValue, minimumValue);
-        if (stepFactorValue != 0) {
-          value = roundUp(value, stepFactorValue);
-        }
-        tmp.setValue(Math.min(value, maximumValue));
-        ret.setResourceInformation(resource, tmp);
-      } catch (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation rResourceInformation = r.getResourceInformation(i);
+      ResourceInformation minimumResourceInformation = minimumResource
+          .getResourceInformation(i);
+      ResourceInformation maximumResourceInformation = maximumResource
+          .getResourceInformation(i);
+      ResourceInformation stepFactorResourceInformation = stepFactor
+          .getResourceInformation(i);
+      ResourceInformation tmp = ret.getResourceInformation(i);
+
+      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());
+      long value = Math.max(rValue, minimumValue);
+      if (stepFactorValue != 0) {
+        value = roundUp(value, stepFactorValue);
       }
+      tmp.setValue(Math.min(value, maximumValue));
+      ret.setResourceInformation(i, tmp);
     }
     return ret;
   }
@@ -321,30 +281,26 @@ public class DominantResourceCalculator extends ResourceCalculator {
 
   private Resource rounding(Resource r, Resource stepFactor, boolean roundUp) {
     Resource ret = Resource.newInstance(r);
-    for (String resource : resourceNames) {
-      try {
-        ResourceInformation rResourceInformation =
-            r.getResourceInformation(resource);
-        ResourceInformation stepFactorResourceInformation =
-            stepFactor.getResourceInformation(resource);
-
-        long rValue = rResourceInformation.getValue();
-        long stepFactorValue = UnitsConversionUtil
-            .convert(stepFactorResourceInformation.getUnits(),
-                rResourceInformation.getUnits(),
-                stepFactorResourceInformation.getValue());
-        long value = rValue;
-        if (stepFactorValue != 0) {
-          value = roundUp ? roundUp(rValue, stepFactorValue) :
-              roundDown(rValue, stepFactorValue);
-        }
-        ResourceInformation
-            .copy(rResourceInformation, ret.getResourceInformation(resource));
-        ret.getResourceInformation(resource).setValue(value);
-      } catch (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation rResourceInformation = r.getResourceInformation(i);
+      ResourceInformation stepFactorResourceInformation = stepFactor
+          .getResourceInformation(i);
+
+      long rValue = rResourceInformation.getValue();
+      long stepFactorValue = UnitsConversionUtil.convert(
+          stepFactorResourceInformation.getUnits(),
+          rResourceInformation.getUnits(),
+          stepFactorResourceInformation.getValue());
+      long value = rValue;
+      if (stepFactorValue != 0) {
+        value = roundUp
+            ? roundUp(rValue, stepFactorValue)
+            : roundDown(rValue, stepFactorValue);
       }
+      ResourceInformation.copy(rResourceInformation,
+          ret.getResourceInformation(i));
+      ret.getResourceInformation(i).setValue(value);
     }
     return ret;
   }
@@ -364,54 +320,43 @@ public class DominantResourceCalculator extends ResourceCalculator {
   private Resource multiplyAndNormalize(Resource r, double by,
       Resource stepFactor, boolean roundUp) {
     Resource ret = Resource.newInstance(r);
-    for (String resource : resourceNames) {
-      try {
-        ResourceInformation rResourceInformation = r
-            .getResourceInformation(resource);
-        ResourceInformation stepFactorResourceInformation = stepFactor
-            .getResourceInformation(resource);
-        ResourceInformation tmp = ret.getResourceInformation(resource);
-
-        long rValue = rResourceInformation.getValue();
-        long stepFactorValue = UnitsConversionUtil.convert(
-            stepFactorResourceInformation.getUnits(),
-            rResourceInformation.getUnits(),
-            stepFactorResourceInformation.getValue());
-        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);
-      } catch (ResourceNotFoundException ye) {
-        throw new IllegalArgumentException(
-            "Error getting resource information for " + resource, ye);
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation rResourceInformation = r.getResourceInformation(i);
+      ResourceInformation stepFactorResourceInformation = stepFactor
+          .getResourceInformation(i);
+      ResourceInformation tmp = ret.getResourceInformation(i);
+
+      long rValue = rResourceInformation.getValue();
+      long stepFactorValue = UnitsConversionUtil.convert(
+          stepFactorResourceInformation.getUnits(),
+          rResourceInformation.getUnits(),
+          stepFactorResourceInformation.getValue());
+      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);
     }
     return ret;
   }
 
   @Override
   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 (ResourceNotFoundException ye) {
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      ResourceInformation sResourceInformation = smaller
+          .getResourceInformation(i);
+      ResourceInformation bResourceInformation = bigger
+          .getResourceInformation(i);
+      long sResourceValue = UnitsConversionUtil.convert(
+          sResourceInformation.getUnits(), bResourceInformation.getUnits(),
+          sResourceInformation.getValue());
+      if (sResourceValue > bResourceInformation.getValue()) {
         return false;
       }
     }
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 3cf78ed..702c1c8 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
@@ -173,17 +173,17 @@ public class Resources {
   }
 
   public static Resource addTo(Resource lhs, Resource rhs) {
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = rhs.getResourceInformation(i);
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
 
         long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
             ? rhsValue.getValue()
             : UnitsConversionUtil.convert(rhsValue.getUnits(),
                 lhsValue.getUnits(), rhsValue.getValue());
-        lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
+        lhs.setResourceValue(i, lhsValue.getValue() + convertedRhs);
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
@@ -197,17 +197,17 @@ public class Resources {
   }
 
   public static Resource subtractFrom(Resource lhs, Resource rhs) {
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = rhs.getResourceInformation(i);
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
 
         long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
             ? rhsValue.getValue()
             : UnitsConversionUtil.convert(rhsValue.getUnits(),
                 lhsValue.getUnits(), rhsValue.getValue());
-        lhs.setResourceValue(name, lhsValue.getValue() - convertedRhs);
+        lhs.setResourceValue(i, lhsValue.getValue() - convertedRhs);
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
@@ -243,10 +243,15 @@ public class Resources {
   }
 
   public static Resource multiplyTo(Resource lhs, double by) {
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
-      ResourceInformation lhsValue = entry;
-      lhs.setResourceValue(name, (long) (lhsValue.getValue() * by));
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      try {
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
+        lhs.setResourceValue(i, (long) (lhsValue.getValue() * by));
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
+        continue;
+      }
     }
     return lhs;
   }
@@ -261,11 +266,11 @@ public class Resources {
    */
   public static Resource multiplyAndAddTo(
       Resource lhs, Resource rhs, double by) {
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = rhs.getResourceInformation(i);
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
 
         long convertedRhs = (long) (((rhsValue.getUnits()
             .equals(lhsValue.getUnits()))
@@ -273,7 +278,7 @@ public class Resources {
                 : UnitsConversionUtil.convert(rhsValue.getUnits(),
                     lhsValue.getUnits(), rhsValue.getValue()))
             * by);
-        lhs.setResourceValue(name, lhsValue.getValue() + convertedRhs);
+        lhs.setResourceValue(i, lhsValue.getValue() + convertedRhs);
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
@@ -294,10 +299,15 @@ public class Resources {
   
   public static Resource multiplyAndRoundDown(Resource lhs, double by) {
     Resource out = clone(lhs);
-    for (ResourceInformation entry : out.getResources()) {
-      String name = entry.getName();
-      ResourceInformation lhsValue = entry;
-      out.setResourceValue(name, (long) (lhsValue.getValue() * by));
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
+      try {
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
+        out.setResourceValue(i, (long) (lhsValue.getValue() * by));
+      } catch (ResourceNotFoundException ye) {
+        LOG.warn("Resource is missing:" + ye.getMessage());
+        continue;
+      }
     }
     return out;
   }
@@ -398,22 +408,22 @@ public class Resources {
   }
   
   public static boolean fitsIn(Resource smaller, Resource bigger) {
-    for (ResourceInformation entry : smaller.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = bigger.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = bigger.getResourceInformation(i);
+        ResourceInformation lhsValue = smaller.getResourceInformation(i);
 
         long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
             ? rhsValue.getValue()
             : UnitsConversionUtil.convert(rhsValue.getUnits(),
                 lhsValue.getUnits(), rhsValue.getValue());
-        if(lhsValue.getValue() > convertedRhs) {
+        if (lhsValue.getValue() > convertedRhs) {
           return false;
         }
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
-        return false;
+        continue;
       }
     }
     return true;
@@ -426,19 +436,20 @@ public class Resources {
   
   public static Resource componentwiseMin(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = rhs.getResourceInformation(i);
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
 
         long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
             ? rhsValue.getValue()
             : UnitsConversionUtil.convert(rhsValue.getUnits(),
                 lhsValue.getUnits(), rhsValue.getValue());
-        ResourceInformation outInfo =
-            lhsValue.getValue() < convertedRhs ? lhsValue : rhsValue;
-        ret.setResourceInformation(name, outInfo);
+        ResourceInformation outInfo = lhsValue.getValue() < convertedRhs
+            ? lhsValue
+            : rhsValue;
+        ret.setResourceInformation(i, outInfo);
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
         continue;
@@ -449,19 +460,20 @@ public class Resources {
   
   public static Resource componentwiseMax(Resource lhs, Resource rhs) {
     Resource ret = createResource(0);
-    for (ResourceInformation entry : lhs.getResources()) {
-      String name = entry.getName();
+    int maxLength = ResourceUtils.getResourceTypesArray().length;
+    for (int i = 0; i < maxLength; i++) {
       try {
-        ResourceInformation rhsValue = rhs.getResourceInformation(name);
-        ResourceInformation lhsValue = entry;
+        ResourceInformation rhsValue = rhs.getResourceInformation(i);
+        ResourceInformation lhsValue = lhs.getResourceInformation(i);
 
         long convertedRhs = (rhsValue.getUnits().equals(lhsValue.getUnits()))
             ? rhsValue.getValue()
             : UnitsConversionUtil.convert(rhsValue.getUnits(),
                 lhsValue.getUnits(), rhsValue.getValue());
-        ResourceInformation outInfo =
-            lhsValue.getValue() > convertedRhs ? lhsValue : rhsValue;
-        ret.setResourceInformation(name, outInfo);
+        ResourceInformation outInfo = lhsValue.getValue() > convertedRhs
+            ? lhsValue
+            : rhsValue;
+        ret.setResourceInformation(i, outInfo);
       } catch (ResourceNotFoundException ye) {
         LOG.warn("Resource is missing:" + ye.getMessage());
         continue;


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[hadoop] 21/33: YARN-6789. Add Client API to get all supported resource types from RM. (Sunil G via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit d0d1b1c0205ab960a80a92ccc748beb908c4c802
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Thu Aug 17 11:30:41 2017 -0700

    YARN-6789. Add Client API to get all supported resource types from RM. (Sunil G via wangda)
    
    Change-Id: I366d8db6f6700acd087db5acb7a1be7e41b2b68d
    (cherry picked from commit df3855541af98a3805958f2b5b9db6be705d52ab)
---
 .../apache/hadoop/mapred/ResourceMgrDelegate.java  |   7 +
 .../apache/hadoop/mapred/TestClientRedirect.java   |   9 +
 .../hadoop/yarn/api/ApplicationClientProtocol.java |  17 ++
 .../GetAllResourceTypeInfoRequest.java             |  35 ++++
 .../GetAllResourceTypeInfoResponse.java            |  60 +++++++
 .../hadoop/yarn/api/records/ResourceTypeInfo.java  | 196 +++++++++++++++++++++
 .../hadoop/yarn/util/resource/ResourceUtils.java   |  13 ++
 .../main/proto/applicationclient_protocol.proto    |   1 +
 .../src/main/proto/yarn_protos.proto               |   6 +
 .../src/main/proto/yarn_service_protos.proto       |   7 +
 .../apache/hadoop/yarn/client/api/YarnClient.java  |  16 ++
 .../yarn/client/api/impl/YarnClientImpl.java       |  11 ++
 .../ApplicationClientProtocolPBClientImpl.java     |  18 ++
 .../ApplicationClientProtocolPBServiceImpl.java    |  21 +++
 .../pb/GetAllResourceTypeInfoRequestPBImpl.java    |  70 ++++++++
 .../pb/GetAllResourceTypeInfoResponsePBImpl.java   | 184 +++++++++++++++++++
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  12 +-
 .../records/impl/pb/ResourceTypeInfoPBImpl.java    | 154 ++++++++++++++++
 .../apache/hadoop/yarn/api/TestPBImplRecords.java  |  25 +++
 .../apache/hadoop/yarn/api/TestResourcePBImpl.java |  61 +++++++
 .../yarn/server/MockResourceManagerFacade.java     |   8 +
 .../server/resourcemanager/ClientRMService.java    |  11 ++
 .../resourcemanager/TestClientRMService.java       |  45 +++++
 .../webapp/TestRMWebServicesApps.java              |   2 +-
 .../clientrm/DefaultClientRequestInterceptor.java  |   8 +
 .../clientrm/FederationClientInterceptor.java      |   7 +
 .../router/clientrm/RouterClientRMService.java     |   9 +
 .../PassThroughClientRequestInterceptor.java       |   8 +
 28 files changed, 1014 insertions(+), 7 deletions(-)

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 62aa497..ae05165 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.ResourceTypeInfo;
 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 +518,10 @@ public class ResourceMgrDelegate extends YarnClient {
       throws YarnException, IOException {
     client.killApplication(appId, diagnostics);
   }
+
+  @Override
+  public List<ResourceTypeInfo> getResourceTypeInfo()
+      throws YarnException, IOException {
+    return client.getResourceTypeInfo();
+  }
 }
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..8b6ea64 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -494,6 +496,13 @@ public class TestClientRedirect {
         throws YarnException, IOException {
       return null;
     }
+
+    @Override
+    public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+        GetAllResourceTypeInfoRequest request)
+        throws YarnException, IOException {
+      return null;
+    }
   }
 
   class HistoryService extends AMService implements HSClientProtocol {
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 6d39366..c18ec44 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 +65,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 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 +591,19 @@ public interface ApplicationClientProtocol extends ApplicationBaseProtocol {
   public UpdateApplicationTimeoutsResponse updateApplicationTimeouts(
       UpdateApplicationTimeoutsRequest 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
+  GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException;
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoRequest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoRequest.java
new file mode 100644
index 0000000..3bda4f5
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoRequest.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 GetAllResourceTypeInfoRequest {
+
+  public static GetAllResourceTypeInfoRequest newInstance() {
+    return Records.newRecord(GetAllResourceTypeInfoRequest.class);
+  }
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoResponse.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoResponse.java
new file mode 100644
index 0000000..b57b96d
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/GetAllResourceTypeInfoResponse.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.ResourceTypeInfo;
+import org.apache.hadoop.yarn.util.Records;
+
+import java.util.List;
+
+/**
+ * Response class for getting all the resource profiles from the RM.
+ */
+@InterfaceAudience.Public
+@InterfaceStability.Unstable
+public abstract class GetAllResourceTypeInfoResponse {
+
+  public static GetAllResourceTypeInfoResponse newInstance() {
+    return Records.newRecord(GetAllResourceTypeInfoResponse.class);
+  }
+
+  public abstract void setResourceTypeInfo(List<ResourceTypeInfo> resourceTypes);
+
+  public abstract List<ResourceTypeInfo> getResourceTypeInfo();
+
+  @Override
+  public boolean equals(Object other) {
+    if (this == other) {
+      return true;
+    }
+    if (other == null || !(other instanceof GetAllResourceTypeInfoResponse)) {
+      return false;
+    }
+    return ((GetAllResourceTypeInfoResponse) other).getResourceTypeInfo()
+        .equals(this.getResourceTypeInfo());
+  }
+
+  @Override
+  public int hashCode() {
+    return this.getResourceTypeInfo().hashCode();
+  }
+
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
new file mode 100644
index 0000000..6cb470c
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
@@ -0,0 +1,196 @@
+/**
+ * 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.InterfaceAudience.Public;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.classification.InterfaceStability.Evolving;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.util.Records;
+
+/**
+ * Class to encapsulate information about a ResourceType - the name of the
+ * resource, the units(milli, micro, etc), the type(countable).
+ */
+public abstract class ResourceTypeInfo implements Comparable<ResourceTypeInfo> {
+
+  /**
+   * Get the name for the resource.
+   *
+   * @return resource name
+   */
+  public abstract String getName();
+
+  /**
+   * Set the name for the resource.
+   *
+   * @param rName
+   *          name for the resource
+   */
+  public abstract void setName(String rName);
+
+  /**
+   * Get units for the resource.
+   *
+   * @return units for the resource
+   */
+  public abstract String getDefaultUnit();
+
+  /**
+   * Set the units for the resource.
+   *
+   * @param rUnits
+   *          units for the resource
+   */
+  public abstract void setDefaultUnit(String rUnits);
+
+  /**
+   * Get the resource type.
+   *
+   * @return the resource type
+   */
+  public abstract ResourceTypes getResourceType();
+
+  /**
+   * Set the resource type.
+   *
+   * @param type
+   *          the resource type
+   */
+  public abstract void setResourceType(ResourceTypes type);
+
+  /**
+   * Create a new instance of ResourceTypeInfo from another object.
+   *
+   * @param other
+   *          the object from which the new object should be created
+   * @return the new ResourceTypeInfo object
+   */
+  @InterfaceAudience.Public
+  @InterfaceStability.Unstable
+  public static ResourceTypeInfo newInstance(ResourceTypeInfo other) {
+    ResourceTypeInfo resourceType = Records.newRecord(ResourceTypeInfo.class);
+    copy(other, resourceType);
+    return resourceType;
+  }
+
+  /**
+   * Create a new instance of ResourceTypeInfo from name, units and type.
+   *
+   * @param name name of resource type
+   * @param units units of resource type
+   * @param type such as countable, etc.
+   * @return the new ResourceTypeInfo object
+   */
+  @InterfaceAudience.Public
+  @InterfaceStability.Unstable
+  public static ResourceTypeInfo newInstance(String name, String units,
+      ResourceTypes type) {
+    ResourceTypeInfo resourceType = Records.newRecord(ResourceTypeInfo.class);
+    resourceType.setName(name);
+    resourceType.setResourceType(type);
+    resourceType.setDefaultUnit(units);
+    return resourceType;
+  }
+
+  /**
+   * Create a new instance of ResourceTypeInfo from name, units
+   *
+   * @param name name of resource type
+   * @param units units of resource type
+   * @return the new ResourceTypeInfo object
+   */
+  @InterfaceAudience.Public
+  @InterfaceStability.Unstable
+  public static ResourceTypeInfo newInstance(String name, String units) {
+    return ResourceTypeInfo.newInstance(name, units, ResourceTypes.COUNTABLE);
+  }
+
+  /**
+   * Create a new instance of ResourceTypeInfo from name
+   *
+   * @param name name of resource type
+   * @return the new ResourceTypeInfo object
+   */
+  @InterfaceAudience.Public
+  @InterfaceStability.Unstable
+  public static ResourceTypeInfo newInstance(String name) {
+    return ResourceTypeInfo.newInstance(name, "");
+  }
+
+  /**
+   * Copies the content of the source ResourceTypeInfo object to the
+   * destination object, overwriting all properties of the destination object.
+   *
+   * @param src
+   *          Source ResourceTypeInfo object
+   * @param dst
+   *          Destination ResourceTypeInfo object
+   */
+
+  public static void copy(ResourceTypeInfo src, ResourceTypeInfo dst) {
+    dst.setName(src.getName());
+    dst.setResourceType(src.getResourceType());
+    dst.setDefaultUnit(src.getDefaultUnit());
+  }
+
+  @Override
+  public String toString() {
+    return "name: " + this.getName() + ", units: " + this.getDefaultUnit()
+        + ", type: " + getResourceType();
+  }
+
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) {
+      return true;
+    }
+    if (obj == null) {
+      return false;
+    }
+    if (!(obj instanceof ResourceTypeInfo)) {
+      return false;
+    }
+    ResourceTypeInfo r = (ResourceTypeInfo) obj;
+    return this.getName().equals(r.getName())
+        && this.getResourceType().equals(r.getResourceType())
+        && this.getDefaultUnit().equals(r.getDefaultUnit());
+  }
+
+  @Override
+  public int hashCode() {
+    final int prime = 47;
+    int result = prime + getName().hashCode();
+    result = prime * result + getResourceType().hashCode();
+    return result;
+  }
+
+  @Override
+  public int compareTo(ResourceTypeInfo other) {
+    int diff = this.getName().compareTo(other.getName());
+    if (diff == 0) {
+      diff = this.getDefaultUnit().compareTo(other.getDefaultUnit());
+      if (diff == 0) {
+        diff = this.getResourceType().compareTo(other.getResourceType());
+      }
+    }
+    return diff;
+  }
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 06a5414..5ed5712 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -548,4 +548,17 @@ public class ResourceUtils {
     }
     return ret;
   }
+
+  /**
+   * Get default unit by given resource type.
+   * @param resourceType resourceType
+   * @return default unit
+   */
+  public static String getDefaultUnit(String resourceType) {
+    ResourceInformation ri = getResourceTypes().get(resourceType);
+    if (null != ri) {
+      return ri.getUnits();
+    }
+    return "";
+  }
 }
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..512d3a1 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 +61,5 @@ service ApplicationClientProtocolService {
   rpc updateApplicationPriority (UpdateApplicationPriorityRequestProto) returns (UpdateApplicationPriorityResponseProto);
   rpc signalToContainer(SignalContainerRequestProto) returns (SignalContainerResponseProto);
   rpc updateApplicationTimeouts (UpdateApplicationTimeoutsRequestProto) returns (UpdateApplicationTimeoutsResponseProto);
+  rpc getResourceTypeInfo(GetAllResourceTypeInfoRequestProto) returns (GetAllResourceTypeInfoResponseProto);
 }
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 4f4c3e0..3382a42 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
@@ -64,6 +64,12 @@ message ResourceInformationProto {
   optional ResourceTypesProto type = 4;
 }
 
+message ResourceTypeInfoProto {
+  required string name = 1;
+  optional string units = 2;
+  optional ResourceTypesProto type = 3;
+}
+
 message ResourceProto {
   optional int64 memory = 1;
   optional int32 virtual_cores = 2;
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 a5fc568..038d73a 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
@@ -283,6 +283,13 @@ message UpdateApplicationTimeoutsResponseProto {
     repeated ApplicationUpdateTimeoutMapProto application_timeouts = 1;
 }
 
+message GetAllResourceTypeInfoRequestProto {
+}
+
+message GetAllResourceTypeInfoResponseProto {
+  repeated ResourceTypeInfoProto resource_type_info = 1;
+}
+
 //////////////////////////////////////////////////////
 /////// client_NM_Protocol ///////////////////////////
 //////////////////////////////////////////////////////
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 8c68a31..abd8f2e 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 +61,8 @@ 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.ResourceTypeInfo;
 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 +857,18 @@ public abstract class YarnClient extends AbstractService {
     throw new UnsupportedOperationException("The sub-class extending "
         + YarnClient.class.getName() + " is expected to implement this !");
   }
+
+  /**
+   * <p>
+   * Get available resource types supported by RM.
+   * </p>
+   * @return list of supported resource types with detailed information
+   * @throws YarnException if resource profiles are not enabled or the profile
+   *         cannot be found
+   * @throws IOException in case of other others
+   */
+  @Public
+  @Unstable
+  public abstract List<ResourceTypeInfo> getResourceTypeInfo()
+      throws YarnException, IOException;
 }
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 7d69a87..397566a 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.GetAllResourceTypeInfoRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -101,6 +102,8 @@ 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.ResourceTypeInfo;
 import org.apache.hadoop.yarn.api.records.SignalContainerCommand;
 import org.apache.hadoop.yarn.api.records.Token;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
@@ -931,4 +934,12 @@ public class YarnClientImpl extends YarnClient {
       throws YarnException, IOException {
     return rmClient.updateApplicationTimeouts(request);
   }
+
+  @Override
+  public List<ResourceTypeInfo> getResourceTypeInfo()
+      throws YarnException, IOException {
+    GetAllResourceTypeInfoRequest request =
+        GetAllResourceTypeInfoRequest.newInstance();
+    return rmClient.getResourceTypeInfo(request).getResourceTypeInfo();
+  }
 }
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..a6ccd2a 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 +89,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 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 +149,8 @@ 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.GetAllResourceTypeInfoRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceTypeInfoResponsePBImpl;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.ipc.RPCUtil;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos;
@@ -619,4 +623,18 @@ public class ApplicationClientProtocolPBClientImpl implements ApplicationClientP
       return null;
     }
   }
+
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    YarnServiceProtos.GetAllResourceTypeInfoRequestProto requestProto =
+        ((GetAllResourceTypeInfoRequestPBImpl) request).getProto();
+    try {
+      return new GetAllResourceTypeInfoResponsePBImpl(
+          proxy.getResourceTypeInfo(null, requestProto));
+    } catch (ServiceException e) {
+      RPCUtil.unwrapAndThrowException(e);
+      return null;
+    }
+  }
 }
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..ca4276a 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 +58,7 @@ 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.GetAllResourceTypeInfoResponse;
 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 +117,8 @@ 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.GetAllResourceTypeInfoRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceTypeInfoResponsePBImpl;
 import org.apache.hadoop.yarn.exceptions.YarnException;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos;
 import org.apache.hadoop.yarn.proto.YarnServiceProtos.FailApplicationAttemptRequestProto;
@@ -169,6 +172,8 @@ 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.GetAllResourceTypeInfoRequestProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceTypeInfoResponseProto;
 
 import com.google.protobuf.RpcController;
 import com.google.protobuf.ServiceException;
@@ -631,4 +636,20 @@ public class ApplicationClientProtocolPBServiceImpl implements ApplicationClient
       throw new ServiceException(e);
     }
   }
+
+  @Override
+  public GetAllResourceTypeInfoResponseProto getResourceTypeInfo(
+      RpcController controller, GetAllResourceTypeInfoRequestProto proto)
+      throws ServiceException {
+    GetAllResourceTypeInfoRequestPBImpl req = new GetAllResourceTypeInfoRequestPBImpl(
+        proto);
+    try {
+      GetAllResourceTypeInfoResponse resp = real.getResourceTypeInfo(req);
+      return ((GetAllResourceTypeInfoResponsePBImpl) resp).getProto();
+    } catch (YarnException ye) {
+      throw new ServiceException(ye);
+    } catch (IOException ie) {
+      throw new ServiceException(ie);
+    }
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.java
new file mode 100644
index 0000000..b43a3b1
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoRequestPBImpl.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.api.protocolrecords.impl.pb;
+
+import org.apache.hadoop.classification.InterfaceAudience;
+import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceTypeInfoRequestProto;
+
+/**
+ * Protobuf implementation class for GetAllResourceTypeInfoRequest.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetAllResourceTypeInfoRequestPBImpl
+    extends GetAllResourceTypeInfoRequest {
+
+  private GetAllResourceTypeInfoRequestProto proto =
+      GetAllResourceTypeInfoRequestProto.getDefaultInstance();
+  private GetAllResourceTypeInfoRequestProto.Builder builder = null;
+
+  private boolean viaProto = false;
+
+  public GetAllResourceTypeInfoRequestPBImpl() {
+    builder = GetAllResourceTypeInfoRequestProto.newBuilder();
+  }
+
+  public GetAllResourceTypeInfoRequestPBImpl(
+      GetAllResourceTypeInfoRequestProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public GetAllResourceTypeInfoRequestProto getProto() {
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+
+  @Override
+  public boolean equals(Object other) {
+    if (other == null)
+      return false;
+    if (other.getClass().isAssignableFrom(this.getClass())) {
+      return this.getProto().equals(this.getClass().cast(other).getProto());
+    }
+    return false;
+  }
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoResponsePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoResponsePBImpl.java
new file mode 100644
index 0000000..28deceb
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/protocolrecords/impl/pb/GetAllResourceTypeInfoResponsePBImpl.java
@@ -0,0 +1,184 @@
+/**
+ * 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.GetAllResourceTypeInfoResponse;
+import org.apache.hadoop.yarn.api.records.ResourceTypeInfo;
+import org.apache.hadoop.yarn.api.records.impl.pb.ResourceTypeInfoPBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypeInfoProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceTypeInfoResponseProto;
+import org.apache.hadoop.yarn.proto.YarnServiceProtos.GetAllResourceTypeInfoResponseProtoOrBuilder;
+
+import com.google.protobuf.TextFormat;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+/**
+ * Protobuf implementation class for the GetAllResourceTypeInfoResponse.
+ */
+@InterfaceAudience.Private
+@InterfaceStability.Unstable
+public class GetAllResourceTypeInfoResponsePBImpl
+    extends
+      GetAllResourceTypeInfoResponse {
+
+  private GetAllResourceTypeInfoResponseProto proto = GetAllResourceTypeInfoResponseProto
+      .getDefaultInstance();
+  private GetAllResourceTypeInfoResponseProto.Builder builder = null;
+  private boolean viaProto = false;
+
+  private List<ResourceTypeInfo> resourceTypeInfo;
+
+  public GetAllResourceTypeInfoResponsePBImpl() {
+    builder = GetAllResourceTypeInfoResponseProto.newBuilder();
+  }
+
+  public GetAllResourceTypeInfoResponsePBImpl(
+      GetAllResourceTypeInfoResponseProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public GetAllResourceTypeInfoResponseProto getProto() {
+    mergeLocalToProto();
+    proto = viaProto ? proto : builder.build();
+    viaProto = true;
+    return proto;
+  }
+
+  @Override
+  public int hashCode() {
+    return getProto().hashCode();
+  }
+
+  @Override
+  public void setResourceTypeInfo(List<ResourceTypeInfo> resourceTypes) {
+    if (resourceTypeInfo == null) {
+      builder.clearResourceTypeInfo();
+    }
+    this.resourceTypeInfo = resourceTypes;
+  }
+
+  @Override
+  public List<ResourceTypeInfo> getResourceTypeInfo() {
+    initResourceTypeInfosList();
+    return this.resourceTypeInfo;
+  }
+
+  @Override
+  public boolean equals(Object other) {
+    if (other == null) {
+      return false;
+    }
+    if (other.getClass().isAssignableFrom(this.getClass())) {
+      return this.getProto().equals(this.getClass().cast(other).getProto());
+    }
+    return false;
+  }
+
+  @Override
+  public String toString() {
+    return TextFormat.shortDebugString(getProto());
+  }
+
+  private void mergeLocalToBuilder() {
+    if (this.resourceTypeInfo != null) {
+      addResourceTypeInfosToProto();
+    }
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = GetAllResourceTypeInfoResponseProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  // Once this is called. containerList will never be null - until a getProto
+  // is called.
+  private void initResourceTypeInfosList() {
+    if (this.resourceTypeInfo != null) {
+      return;
+    }
+    GetAllResourceTypeInfoResponseProtoOrBuilder p = viaProto ? proto : builder;
+    List<ResourceTypeInfoProto> list = p.getResourceTypeInfoList();
+    resourceTypeInfo = new ArrayList<ResourceTypeInfo>();
+
+    for (ResourceTypeInfoProto a : list) {
+      resourceTypeInfo.add(convertFromProtoFormat(a));
+    }
+  }
+
+  private void addResourceTypeInfosToProto() {
+    maybeInitBuilder();
+    builder.clearResourceTypeInfo();
+    if (resourceTypeInfo == null) {
+      return;
+    }
+    Iterable<ResourceTypeInfoProto> iterable = new Iterable<ResourceTypeInfoProto>() {
+      @Override
+      public Iterator<ResourceTypeInfoProto> iterator() {
+        return new Iterator<ResourceTypeInfoProto>() {
+
+          Iterator<ResourceTypeInfo> iter = resourceTypeInfo.iterator();
+
+          @Override
+          public boolean hasNext() {
+            return iter.hasNext();
+          }
+
+          @Override
+          public ResourceTypeInfoProto next() {
+            return convertToProtoFormat(iter.next());
+          }
+
+          @Override
+          public void remove() {
+            throw new UnsupportedOperationException();
+
+          }
+        };
+
+      }
+    };
+    builder.addAllResourceTypeInfo(iterable);
+  }
+
+  private ResourceTypeInfoPBImpl convertFromProtoFormat(
+      ResourceTypeInfoProto p) {
+    return new ResourceTypeInfoPBImpl(p);
+  }
+
+  private ResourceTypeInfoProto convertToProtoFormat(ResourceTypeInfo t) {
+    return ((ResourceTypeInfoPBImpl) t).getProto();
+  }
+}
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 2de338a..9f34bec 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
@@ -63,6 +63,7 @@ public class ResourcePBImpl extends BaseResource {
 
   public ResourcePBImpl() {
     builder = ResourceProto.newBuilder();
+    initResources();
   }
 
   public ResourcePBImpl(ResourceProto proto) {
@@ -94,7 +95,6 @@ public class ResourcePBImpl extends BaseResource {
   @Override
   public long getMemorySize() {
     // memory should always be present
-    initResources();
     ResourceInformation ri = resources[MandatoryResources.MEMORY.getId()];
 
     if (ri.getUnits().isEmpty()) {
@@ -119,7 +119,6 @@ public class ResourcePBImpl extends BaseResource {
   @Override
   public int getVirtualCores() {
     // vcores should always be present
-    initResources();
     return (int) resources[MandatoryResources.VCORES.getId()].getValue();
   }
 
@@ -140,7 +139,11 @@ public class ResourcePBImpl extends BaseResource {
       ResourceTypes type =
           entry.hasType() ? ProtoUtils.convertFromProtoFormat(entry.getType()) :
               ResourceTypes.COUNTABLE;
-      String units = entry.hasUnits() ? entry.getUnits() : "";
+
+      // When unit not specified in proto, use the default unit.
+      String units =
+          entry.hasUnits() ? entry.getUnits() : ResourceUtils.getDefaultUnit(
+              entry.getKey());
       long value = entry.hasValue() ? entry.getValue() : 0L;
       ResourceInformation ri = ResourceInformation
           .newInstance(entry.getKey(), units, value, type, 0L, Long.MAX_VALUE);
@@ -185,21 +188,18 @@ public class ResourcePBImpl extends BaseResource {
 
   @Override
   public ResourceInformation[] getResources() {
-    initResources();
     return super.getResources();
   }
 
   @Override
   public ResourceInformation getResourceInformation(String resource)
       throws ResourceNotFoundException {
-    initResources();
     return super.getResourceInformation(resource);
   }
 
   @Override
   public long getResourceValue(String resource)
       throws ResourceNotFoundException {
-    initResources();
     return super.getResourceValue(resource);
   }
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java
new file mode 100644
index 0000000..0454b96
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ResourceTypeInfoPBImpl.java
@@ -0,0 +1,154 @@
+/**
+ * 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.Private;
+import org.apache.hadoop.classification.InterfaceStability.Unstable;
+import org.apache.hadoop.yarn.api.protocolrecords.ResourceTypes;
+import org.apache.hadoop.yarn.api.records.ResourceTypeInfo;
+import org.apache.hadoop.yarn.proto.YarnProtos;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypeInfoProto;
+import org.apache.hadoop.yarn.proto.YarnProtos.ResourceTypesProto;
+
+import com.google.common.base.Preconditions;
+
+/**
+ * {@code ResourceTypeInfoPBImpl} which implements the
+ * {@link ResourceTypeInfo} class which represents different resource types
+ * supported in YARN.
+ */
+@Private
+@Unstable
+public class ResourceTypeInfoPBImpl extends ResourceTypeInfo {
+
+  ResourceTypeInfoProto proto = ResourceTypeInfoProto.getDefaultInstance();
+  ResourceTypeInfoProto.Builder builder = null;
+  boolean viaProto = false;
+
+  private String name = null;
+  private String defaultUnit = null;
+  private ResourceTypes resourceTypes = null;
+
+  public ResourceTypeInfoPBImpl() {
+    builder = ResourceTypeInfoProto.newBuilder();
+  }
+
+  public ResourceTypeInfoPBImpl(ResourceTypeInfoProto proto) {
+    this.proto = proto;
+    viaProto = true;
+  }
+
+  public ResourceTypeInfoProto getProto() {
+    mergeLocalToProto();
+    return proto;
+  }
+
+  private void mergeLocalToProto() {
+    if (viaProto) {
+      maybeInitBuilder();
+    }
+    mergeLocalToBuilder();
+    proto = builder.build();
+    viaProto = true;
+  }
+
+  private void mergeLocalToBuilder() {
+    if (this.name != null) {
+      builder.setName(this.name);
+    }
+    if (this.defaultUnit != null) {
+      builder.setUnits(this.defaultUnit);
+    }
+    if (this.resourceTypes != null) {
+      builder.setType(convertToProtoFormat(this.resourceTypes));
+    }
+  }
+
+  private void maybeInitBuilder() {
+    if (viaProto || builder == null) {
+      builder = YarnProtos.ResourceTypeInfoProto.newBuilder(proto);
+    }
+    viaProto = false;
+  }
+
+  @Override
+  public String getName() {
+    if (this.name != null) {
+      return this.name;
+    }
+
+    YarnProtos.ResourceTypeInfoProtoOrBuilder p = viaProto ? proto : builder;
+    return p.getName();
+  }
+
+  @Override
+  public void setName(String rName) {
+    maybeInitBuilder();
+    if (rName == null) {
+      builder.clearName();
+    }
+    this.name = rName;
+  }
+
+  @Override
+  public String getDefaultUnit() {
+    if (this.defaultUnit != null) {
+      return this.defaultUnit;
+    }
+
+    YarnProtos.ResourceTypeInfoProtoOrBuilder p = viaProto ? proto : builder;
+    return p.getUnits();
+  }
+
+  @Override
+  public void setDefaultUnit(String rUnits) {
+    maybeInitBuilder();
+    if (rUnits == null) {
+      builder.clearUnits();
+    }
+    this.defaultUnit = rUnits;
+  }
+
+  @Override
+  public ResourceTypes getResourceType() {
+    if (this.resourceTypes != null) {
+      return this.resourceTypes;
+    }
+
+    YarnProtos.ResourceTypeInfoProtoOrBuilder p = viaProto ? proto : builder;
+    return convertFromProtoFormat(p.getType());
+  }
+
+  @Override
+  public void setResourceType(ResourceTypes type) {
+    maybeInitBuilder();
+    if (type == null) {
+      builder.clearType();
+    }
+    this.resourceTypes = type;
+  }
+
+  public static ResourceTypesProto convertToProtoFormat(ResourceTypes e) {
+    return ResourceTypesProto.valueOf(e.name());
+  }
+
+  public static ResourceTypes convertFromProtoFormat(ResourceTypesProto e) {
+    return ResourceTypes.valueOf(e.name());
+  }
+}
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 f71cd3f..64a117b 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
@@ -30,6 +30,8 @@ import org.apache.hadoop.security.proto.SecurityProtos.TokenProto;
 import org.apache.hadoop.yarn.api.protocolrecords.CommitResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.ContainerUpdateRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.ContainerUpdateResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.IncreaseContainersResourceRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.IncreaseContainersResourceResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.ReInitializeContainerRequest;
@@ -43,6 +45,8 @@ 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.GetAllResourceTypeInfoRequestPBImpl;
+import org.apache.hadoop.yarn.api.protocolrecords.impl.pb.GetAllResourceTypeInfoResponsePBImpl;
 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;
@@ -146,6 +150,7 @@ 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;
+import org.apache.hadoop.yarn.api.records.ResourceTypeInfo;
 import org.apache.hadoop.yarn.api.records.ResourceUtilization;
 import org.apache.hadoop.yarn.api.records.SerializedException;
 import org.apache.hadoop.yarn.api.records.StrictPreemptionContract;
@@ -184,12 +189,14 @@ import org.apache.hadoop.yarn.api.records.impl.pb.ResourceBlacklistRequestPBImpl
 import org.apache.hadoop.yarn.api.records.impl.pb.ResourceOptionPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.ResourcePBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.ResourceRequestPBImpl;
+import org.apache.hadoop.yarn.api.records.impl.pb.ResourceTypeInfoPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.SerializedExceptionPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.StrictPreemptionContractPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.TokenPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.URLPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.UpdateContainerRequestPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.YarnClusterMetricsPBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationAttemptIdProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationAttemptReportProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationIdProto;
@@ -1164,4 +1171,22 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
     validatePBImplRecord(ExecutionTypeRequestPBImpl.class,
         ExecutionTypeRequestProto.class);
   }
+
+  @Test
+  public void testResourceTypesInfoPBImpl() throws Exception {
+    validatePBImplRecord(ResourceTypeInfoPBImpl.class,
+        YarnProtos.ResourceTypeInfoProto.class);
+  }
+
+  @Test
+  public void testGetAllResourceTypesInfoRequestPBImpl() throws Exception {
+    validatePBImplRecord(GetAllResourceTypeInfoRequestPBImpl.class,
+        YarnServiceProtos.GetAllResourceTypeInfoRequestProto.class);
+  }
+
+  @Test
+  public void testGetAllResourceTypesInfoResponsePBImpl() throws Exception {
+    validatePBImplRecord(GetAllResourceTypeInfoResponsePBImpl.class,
+        YarnServiceProtos.GetAllResourceTypeInfoResponseProto.class);
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestResourcePBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestResourcePBImpl.java
new file mode 100644
index 0000000..569a7b7
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/TestResourcePBImpl.java
@@ -0,0 +1,61 @@
+/**
+ * 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;
+
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.api.records.impl.pb.ResourcePBImpl;
+import org.apache.hadoop.yarn.proto.YarnProtos;
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Test class to handle various proto related tests for resources.
+ */
+public class TestResourcePBImpl {
+  @Test
+  public void testEmptyResourcePBInit() throws Exception {
+    Resource res = new ResourcePBImpl();
+    // Assert to check it sets resource value and unit to default.
+    Assert.assertEquals(0, res.getMemorySize());
+    Assert.assertEquals(ResourceInformation.MEMORY_MB.getUnits(),
+        res.getResourceInformation(ResourceInformation.MEMORY_MB.getName())
+            .getUnits());
+    Assert.assertEquals(ResourceInformation.VCORES.getUnits(),
+        res.getResourceInformation(ResourceInformation.VCORES.getName())
+            .getUnits());
+  }
+
+  @Test
+  public void testResourcePBInitFromOldPB() throws Exception {
+    YarnProtos.ResourceProto proto =
+        YarnProtos.ResourceProto.newBuilder().setMemory(1024).setVirtualCores(3)
+            .build();
+    // Assert to check it sets resource value and unit to default.
+    Resource res = new ResourcePBImpl(proto);
+    Assert.assertEquals(1024, res.getMemorySize());
+    Assert.assertEquals(3, res.getVirtualCores());
+    Assert.assertEquals(ResourceInformation.MEMORY_MB.getUnits(),
+        res.getResourceInformation(ResourceInformation.MEMORY_MB.getName())
+            .getUnits());
+    Assert.assertEquals(ResourceInformation.VCORES.getUnits(),
+        res.getResourceInformation(ResourceInformation.VCORES.getName())
+            .getUnits());
+  }
+}
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/test/java/org/apache/hadoop/yarn/server/MockResourceManagerFacade.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/test/java/org/apache/hadoop/yarn/server/MockResourceManagerFacade.java
index df75f81..39a1092 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/test/java/org/apache/hadoop/yarn/server/MockResourceManagerFacade.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/test/java/org/apache/hadoop/yarn/server/MockResourceManagerFacade.java
@@ -41,6 +41,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -896,4 +898,10 @@ public class MockResourceManagerFacade implements ApplicationClientProtocol,
 
     return new String[0];
   }
+
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    return null;
+  }
 }
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 a10413b..331bf16 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
@@ -112,6 +112,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.records.ApplicationAccessType;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptReport;
@@ -1783,4 +1785,13 @@ public class ClientRMService extends AbstractService implements
     this.displayPerUserApps = displayPerUserApps;
   }
 
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    GetAllResourceTypeInfoResponse response =
+        GetAllResourceTypeInfoResponse.newInstance();
+    response.setResourceTypeInfo(
+        resourceProfilesManager.getAllResourceTypeInfo());
+    return response;
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestClientRMService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestClientRMService.java
index 6d2e4f4..fbd830f 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestClientRMService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestClientRMService.java
@@ -54,6 +54,8 @@ import org.apache.hadoop.security.UserGroupInformation;
 import org.apache.hadoop.yarn.MockApps;
 import org.apache.hadoop.yarn.api.ApplicationClientProtocol;
 import org.apache.hadoop.yarn.api.protocolrecords.ApplicationsRequestScope;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -114,6 +116,7 @@ import org.apache.hadoop.yarn.api.records.ReservationId;
 import org.apache.hadoop.yarn.api.records.ReservationRequest;
 import org.apache.hadoop.yarn.api.records.ReservationRequests;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
@@ -1894,4 +1897,46 @@ public class TestClientRMService {
         rmService.getApplications(request).getApplicationList().size());
     rmService.setDisplayPerUserApps(false);
   }
+
+  public void testGetResourceTypesInfoWhenResourceProfileDisabled()
+      throws Exception {
+    YarnConfiguration conf = new YarnConfiguration();
+    MockRM rm = new MockRM(conf) {
+      protected ClientRMService createClientRMService() {
+        return new ClientRMService(this.rmContext, scheduler,
+            this.rmAppManager, this.applicationACLsManager, this.queueACLsManager,
+            this.getRMContext().getRMDelegationTokenSecretManager());
+      }
+    };
+    rm.start();
+
+    YarnRPC rpc = YarnRPC.create(conf);
+    InetSocketAddress rmAddress = rm.getClientRMService().getBindAddress();
+    LOG.info("Connecting to ResourceManager at " + rmAddress);
+    ApplicationClientProtocol client =
+        (ApplicationClientProtocol) rpc
+            .getProxy(ApplicationClientProtocol.class, rmAddress, conf);
+
+    // Make call
+    GetAllResourceTypeInfoRequest request =
+        GetAllResourceTypeInfoRequest.newInstance();
+    GetAllResourceTypeInfoResponse response = client.getResourceTypeInfo(request);
+
+    Assert.assertEquals(2, response.getResourceTypeInfo().size());
+
+    // Check memory
+    Assert.assertEquals(ResourceInformation.MEMORY_MB.getName(),
+        response.getResourceTypeInfo().get(0).getName());
+    Assert.assertEquals(ResourceInformation.MEMORY_MB.getUnits(),
+        response.getResourceTypeInfo().get(0).getDefaultUnit());
+
+    // Check vcores
+    Assert.assertEquals(ResourceInformation.VCORES.getName(),
+        response.getResourceTypeInfo().get(1).getName());
+    Assert.assertEquals(ResourceInformation.VCORES.getUnits(),
+        response.getResourceTypeInfo().get(1).getDefaultUnit());
+
+    rm.stop();
+    rpc.stopProxy(client, conf);
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebServicesApps.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebServicesApps.java
index 5cc86d4..32532f7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebServicesApps.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebServicesApps.java
@@ -1550,7 +1550,7 @@ public class TestRMWebServicesApps extends JerseyTestBase {
   public void verifyAppInfo(JSONObject info, RMApp app, boolean hasResourceReqs)
       throws JSONException, Exception {
 
-    int expectedNumberOfElements = 36 + (hasResourceReqs ? 2 : 0);
+    int expectedNumberOfElements = 38 + (hasResourceReqs ? 2 : 0);
     String appNodeLabelExpression = null;
     String amNodeLabelExpression = null;
     if (app.getApplicationSubmissionContext()
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/DefaultClientRequestInterceptor.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/DefaultClientRequestInterceptor.java
index 71de6b4..5fa6a3e 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/DefaultClientRequestInterceptor.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/DefaultClientRequestInterceptor.java
@@ -27,6 +27,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -303,6 +305,12 @@ public class DefaultClientRequestInterceptor
     return clientRMProxy.updateApplicationTimeouts(request);
   }
 
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    return clientRMProxy.getResourceTypeInfo(request);
+  }
+
   @VisibleForTesting
   public void setRMClient(ApplicationClientProtocol clientRM) {
     this.clientRMProxy = clientRM;
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/FederationClientInterceptor.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/FederationClientInterceptor.java
index 3a36eec..7f953c7 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/FederationClientInterceptor.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/FederationClientInterceptor.java
@@ -32,6 +32,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -709,4 +711,9 @@ public class FederationClientInterceptor
     throw new NotImplementedException();
   }
 
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    throw new NotImplementedException();
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/RouterClientRMService.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/RouterClientRMService.java
index fd2c610..92b43d5 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/RouterClientRMService.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/main/java/org/apache/hadoop/yarn/server/router/clientrm/RouterClientRMService.java
@@ -38,6 +38,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -403,6 +405,13 @@ public class RouterClientRMService extends AbstractService
     return pipeline.getRootInterceptor().updateApplicationTimeouts(request);
   }
 
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    RequestInterceptorChainWrapper pipeline = getInterceptorChain();
+    return pipeline.getRootInterceptor().getResourceTypeInfo(request);
+  }
+
   private RequestInterceptorChainWrapper getInterceptorChain()
       throws IOException {
     String user = UserGroupInformation.getCurrentUser().getUserName();
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/test/java/org/apache/hadoop/yarn/server/router/clientrm/PassThroughClientRequestInterceptor.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/test/java/org/apache/hadoop/yarn/server/router/clientrm/PassThroughClientRequestInterceptor.java
index c403bd5..76faf94 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/test/java/org/apache/hadoop/yarn/server/router/clientrm/PassThroughClientRequestInterceptor.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-router/src/test/java/org/apache/hadoop/yarn/server/router/clientrm/PassThroughClientRequestInterceptor.java
@@ -24,6 +24,8 @@ 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.GetAllResourceTypeInfoRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetAllResourceTypeInfoResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptsRequest;
@@ -264,4 +266,10 @@ public class PassThroughClientRequestInterceptor
       throws YarnException, IOException {
     return getNextInterceptor().updateApplicationTimeouts(request);
   }
+
+  @Override
+  public GetAllResourceTypeInfoResponse getResourceTypeInfo(
+      GetAllResourceTypeInfoRequest request) throws YarnException, IOException {
+    return getNextInterceptor().getResourceTypeInfo(request);
+  }
 }


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[hadoop] 27/33: YARN-6933. [YARN-3926] ResourceUtils.DISALLOWED_NAMES check is duplicated. Contributed by Manikandan R.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 3575f73e0f587dea0d51f2918a7f4668fefb3139
Author: Sunil G <su...@apache.org>
AuthorDate: Wed Sep 6 18:51:14 2017 +0530

    YARN-6933. [YARN-3926] ResourceUtils.DISALLOWED_NAMES check is duplicated. Contributed by Manikandan R.
    
    (cherry picked from commit 805095496dfd8e50f71b70cf20845e954d3ba47c)
---
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 38 ++++++++++------------
 .../resource-types/resource-types-error-2.xml      |  4 +++
 .../resource-types/resource-types-error-3.xml      |  2 +-
 3 files changed, 23 insertions(+), 21 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 94c2e97..e3e25d1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -42,10 +42,8 @@ import java.util.ArrayList;
 import java.util.Collection;
 import java.util.Collections;
 import java.util.HashMap;
-import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
-import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
 
 /**
@@ -63,13 +61,6 @@ public class ResourceUtils {
   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(MEMORY);
-    DISALLOWED_NAMES.add(VCORES);
-  }
-
   private static volatile boolean initializedResources = false;
   private static final Map<String, Integer> RESOURCE_NAME_TO_INDEX =
       new ConcurrentHashMap<String, Integer>();
@@ -85,9 +76,21 @@ public class ResourceUtils {
   private ResourceUtils() {
   }
 
-  private static void checkMandatatoryResources(
+  private static void checkMandatoryResources(
       Map<String, ResourceInformation> resourceInformationMap)
       throws YarnRuntimeException {
+    /*
+     * Supporting 'memory' also as invalid resource name, in addition to
+     * 'MEMORY' for historical reasons
+     */
+    String key = "memory";
+    if (resourceInformationMap.containsKey(key)) {
+      LOG.warn("Attempt to define resource '" + key +
+          "', but it is not allowed.");
+      throw new YarnRuntimeException("Attempt to re-define mandatory resource '"
+          + key + "'.");
+    }
+
     if (resourceInformationMap.containsKey(MEMORY)) {
       ResourceInformation memInfo = resourceInformationMap.get(MEMORY);
       String memUnits = ResourceInformation.MEMORY_MB.getUnits();
@@ -113,7 +116,7 @@ public class ResourceUtils {
     }
   }
 
-  private static void addManadtoryResources(
+  private static void addMandatoryResources(
       Map<String, ResourceInformation> res) {
     ResourceInformation ri;
     if (!res.containsKey(MEMORY)) {
@@ -229,11 +232,6 @@ public class ResourceUtils {
               "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);
@@ -246,8 +244,8 @@ public class ResourceUtils {
                 minimumAllocation, maximumAllocation));
       }
     }
-    checkMandatatoryResources(resourceInformationMap);
-    addManadtoryResources(resourceInformationMap);
+    checkMandatoryResources(resourceInformationMap);
+    addMandatoryResources(resourceInformationMap);
     setMinimumAllocationForMandatoryResources(resourceInformationMap, conf);
     setMaximumAllocationForMandatoryResources(resourceInformationMap, conf);
     resourceTypes = Collections.unmodifiableMap(resourceInformationMap);
@@ -454,8 +452,8 @@ public class ResourceUtils {
         if (!initializedNodeResources) {
           Map<String, ResourceInformation> nodeResources = initializeNodeResourceInformation(
               conf);
-          addManadtoryResources(nodeResources);
-          checkMandatatoryResources(nodeResources);
+          addMandatoryResources(nodeResources);
+          checkMandatoryResources(nodeResources);
           setMinimumAllocationForMandatoryResources(nodeResources, conf);
           setMaximumAllocationForMandatoryResources(nodeResources, conf);
           readOnlyNodeResources = Collections.unmodifiableMap(nodeResources);
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
index ca428eb..fa43b6c 100644
--- 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
@@ -26,4 +26,8 @@ limitations under the License. See accompanying LICENSE file.
    <value>G</value>
  </property>
 
+ <property>
+   <name>yarn.resource-types.vcores.units</name>
+   <value>Az</value>
+ </property>
 </configuration>
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
index 08b8a6d..539d657 100644
--- 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
@@ -18,7 +18,7 @@ limitations under the License. See accompanying LICENSE file.
 
  <property>
    <name>yarn.resource-types</name>
-   <value>vcores,resource1</value>
+   <value>resource1,resource1</value>
  </property>
 
  <property>


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[hadoop] 06/33: YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 1530bb30d85af6737ffa624e4735044f7c36e797
Author: Rohith Sharma K S <ro...@apache.org>
AuthorDate: Tue Jul 26 14:13:03 2016 +0530

    YARN-5242. Update DominantResourceCalculator to consider all resource types in calculations. Contributed by Varun Vasudev.
    
    (cherry picked from commit 9e4ba6aff595b7a5b53d016c97c8334e10f1f2cb)
---
 .../apache/hadoop/yarn/api/records/Resource.java   |  7 +++++++
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |  2 +-
 .../util/resource/DominantResourceCalculator.java  | 23 ++++++++++++++++++----
 .../hadoop/yarn/util/resource/ResourceUtils.java   |  5 +++--
 .../hadoop/yarn/util/resource/Resources.java       |  6 +-----
 5 files changed, 31 insertions(+), 12 deletions(-)

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 1de7b2f..a25c8ac 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
@@ -327,6 +327,8 @@ 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) {
@@ -335,6 +337,11 @@ 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) {
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 ab18f2d..5f32648 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
@@ -242,7 +242,7 @@ public class ResourcePBImpl extends Resource {
         builder.addResourceValueMap(e);
       }
     }
-    builder.setMemory(this.getMemory());
+    builder.setMemory(this.getMemorySize());
     builder.setVirtualCores(this.getVirtualCores());
   }
 
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 0412c0f..3c4413c 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
@@ -397,10 +397,25 @@ 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;
   }
 
   @Override
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();
           }
         }
       }
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 836f87e..73776e7 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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[hadoop] 08/33: YARN-5587. [Partial backport] Add support for resource profiles. (vvasudev via asuresh)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit b2aac37c1c66458aa3a3871679521ed8b6f49ae3
Author: Arun Suresh <as...@apache.org>
AuthorDate: Tue Nov 15 01:01:07 2016 -0800

    YARN-5587. [Partial backport] Add support for resource profiles. (vvasudev via asuresh)
    
    (cherry picked from commit 6708ac330147b2d3816a31f2ee83e09c41fe0dd9)
---
 .../hadoop-yarn/dev-support/findbugs-exclude.xml   |   4 +
 .../apache/hadoop/yarn/api/records/Resource.java   |  14 ++
 .../yarn/api/records/ResourceInformation.java      |  57 +++++++-
 .../yarn/client/api/impl/AMRMClientImpl.java       |   7 +-
 .../yarn/api/records/impl/pb/ResourcePBImpl.java   |   4 +-
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 161 ++++++++++++++++++++-
 .../hadoop/yarn/util/resource/Resources.java       |  10 +-
 .../scheduler/AbstractYarnScheduler.java           |  48 +++++-
 .../scheduler/ClusterNodeTracker.java              |   3 +-
 .../scheduler/capacity/CapacityScheduler.java      |   4 +-
 .../scheduler/fair/FairScheduler.java              |   4 +-
 .../scheduler/fifo/FifoScheduler.java              |  13 +-
 .../hadoop/yarn/server/resourcemanager/MockRM.java |   2 +
 .../server/resourcemanager/TestAppManager.java     |   1 +
 .../scheduler/fair/TestFairScheduler.java          |   4 +
 .../apache/hadoop/yarn/server/MiniYARNCluster.java |   2 +
 16 files changed, 297 insertions(+), 41 deletions(-)

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 b3e04fc..c129203 100644
--- a/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
+++ b/hadoop-yarn-project/hadoop-yarn/dev-support/findbugs-exclude.xml
@@ -154,6 +154,10 @@
     <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" />
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 a25c8ac..10755b4 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;
@@ -101,6 +103,18 @@ public abstract class Resource implements Comparable<Resource> {
     return new SimpleResource(memory, vCores);
   }
 
+  @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
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() {
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 8217e34..de9877b 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
@@ -150,12 +150,7 @@ public class AMRMClientImpl<T extends ContainerRequest> extends AMRMClient<T> {
   }
 
   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);
+    return Resources.fitsIn(arg0, arg1);
   }
 
   private final Map<Long, RemoteRequestsTable<T>> remoteRequests =
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 472e645..48d3178 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
@@ -144,8 +144,8 @@ 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());
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;
+  }
 }
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 a591be9..b0ec907 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) {
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 4f51e4e..7b544ef 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
@@ -96,6 +96,7 @@ import org.apache.hadoop.yarn.server.utils.BuilderUtils;
 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;
@@ -1327,8 +1328,51 @@ public abstract class AbstractYarnScheduler
    * @param container Container.
    */
   public void asyncContainerRelease(RMContainer container) {
-    this.rmContext.getDispatcher().getEventHandler()
-        .handle(new ReleaseContainerEvent(container));
+    this.rmContext.getDispatcher().getEventHandler().handle(
+        new ReleaseContainerEvent(container));
+  }
+
+  /*
+   * 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;
   }
 
   @Override
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 b23b2be..431b963 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
@@ -222,8 +222,7 @@ 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();
     }
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 e70e7cc..ce95cff 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
@@ -318,8 +318,8 @@ public class CapacityScheduler extends
       this.csConfProvider.init(configuration);
       this.conf = this.csConfProvider.loadConfiguration(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<>();
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 04aae19..a1ee8a1 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
@@ -1282,8 +1282,8 @@ 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();
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 5c92355..6d176c1 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
@@ -241,17 +241,8 @@ 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);
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 ef7cb9a..2d7f3f6 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.NMTokenSecretManag
 import org.apache.hadoop.yarn.server.resourcemanager.security.RMContainerTokenSecretManager;
 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));
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 0623cb0..ace4ed9 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
@@ -247,6 +247,7 @@ 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,
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 da3f160..283fc00 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
@@ -116,6 +116,7 @@ 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;
@@ -215,6 +216,7 @@ 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());
@@ -243,6 +245,7 @@ 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());
@@ -260,6 +263,7 @@ 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());
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 0a66b74..75b7bff 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
@@ -96,6 +96,7 @@ 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;
 
@@ -260,6 +261,7 @@ 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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[hadoop] 26/33: YARN-7093. Improve log message in ResourceUtils. (Sunil G via wangda)

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 36b50696af8d134c4f1f37509be5731dac415f50
Author: Wangda Tan <wa...@apache.org>
AuthorDate: Thu Aug 24 10:44:28 2017 -0700

    YARN-7093. Improve log message in ResourceUtils. (Sunil G via wangda)
    
    Change-Id: I88928a747ee3eec17bc76fb71e9aaa632d091f0f
    (cherry picked from commit 53df3eac503064b8c4cd8eb2b659567622f4d8a7)
---
 .../main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index ed16104..94c2e97 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -353,7 +353,7 @@ public class ResourceUtils {
             initializedResources = true;
           } catch (FileNotFoundException fe) {
             LOG.info("Unable to find '" + resourceFile
-                + "'. Falling back to memory and vcores as resources", fe);
+                + "'. Falling back to memory and vcores as resources.");
             initializeResourcesMap(conf);
             initializedResources = true;
           }


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[hadoop] 22/33: YARN-6781. [YARN-3926] ResourceUtils#initializeResourcesMap takes an unnecessary Map parameter. Contributed by Yu-Tang Lin.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 1619567dd7c7f20c3300dcdb39b9186ef8ae5496
Author: Sunil G <su...@apache.org>
AuthorDate: Fri Aug 18 19:00:49 2017 +0530

    YARN-6781. [YARN-3926] ResourceUtils#initializeResourcesMap takes an unnecessary Map parameter. Contributed by Yu-Tang Lin.
    
    (cherry picked from commit 758b7719430c981a6d4d1644d9d03cd16b981cf3)
---
 .../apache/hadoop/yarn/util/resource/ResourceUtils.java    | 14 +++++++-------
 .../hadoop/yarn/util/resource/TestResourceUtils.java       |  8 ++++----
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 5ed5712..997c2c0 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -201,9 +201,9 @@ public class ResourceUtils {
   }
 
   @VisibleForTesting
-  static void initializeResourcesMap(Configuration conf,
-      Map<String, ResourceInformation> resourceInformationMap) {
+  static void initializeResourcesMap(Configuration conf) {
 
+    Map<String, ResourceInformation> resourceInformationMap = new HashMap<>();
     String[] resourceNames = conf.getStrings(YarnConfiguration.RESOURCE_TYPES);
 
     if (resourceNames != null && resourceNames.length != 0) {
@@ -339,19 +339,18 @@ public class ResourceUtils {
     if (!initializedResources) {
       synchronized (ResourceUtils.class) {
         if (!initializedResources) {
-          Map<String, ResourceInformation> resources = new HashMap<>();
           if (conf == null) {
             conf = new YarnConfiguration();
           }
           try {
             addResourcesFileToConf(resourceFile, conf);
             LOG.debug("Found " + resourceFile + ", adding to configuration");
-            initializeResourcesMap(conf, resources);
+            initializeResourcesMap(conf);
             initializedResources = true;
           } catch (FileNotFoundException fe) {
             LOG.info("Unable to find '" + resourceFile
                 + "'. Falling back to memory and vcores as resources", fe);
-            initializeResourcesMap(conf, resources);
+            initializeResourcesMap(conf);
             initializedResources = true;
           }
         }
@@ -414,11 +413,12 @@ public class ResourceUtils {
   }
 
   @VisibleForTesting
-  public static void resetResourceTypes(Configuration conf) {
+  public static Map<String, ResourceInformation>
+      resetResourceTypes(Configuration conf) {
     synchronized (ResourceUtils.class) {
       initializedResources = false;
     }
-    getResourceTypes(conf);
+    return getResourceTypes(conf);
   }
 
   public static String getUnits(String resourceValue) {
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 b530150..4e4671a 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
@@ -183,8 +183,9 @@ public class TestResourceUtils {
             YarnConfiguration.RESOURCE_TYPES + "." + resources[0] + ".units";
         conf.set(name, resources[1]);
       }
-      Map<String, ResourceInformation> ret = new HashMap<>();
-      ResourceUtils.initializeResourcesMap(conf, ret);
+      Map<String, ResourceInformation> ret =
+          ResourceUtils.resetResourceTypes(conf);
+
       // for test1, 4 - length will be 1, 4
       // for the others, len will be 3
       int len = 3;
@@ -248,9 +249,8 @@ public class TestResourceUtils {
             YarnConfiguration.RESOURCE_TYPES + "." + resources[0] + ".units";
         conf.set(name, resources[1]);
       }
-      Map<String, ResourceInformation> ret = new HashMap<>();
       try {
-        ResourceUtils.initializeResourcesMap(conf, ret);
+        ResourceUtils.initializeResourcesMap(conf);
         Assert.fail("resource map initialization should fail");
       } catch (Exception e) {
         // do nothing


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[hadoop] 10/33: YARN-9181. Backport YARN-6232 for generic resource type usage to branch-2

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 18f4139851e2a54a91363845262bbfa117b25000
Author: Jonathan Hung <jh...@linkedin.com>
AuthorDate: Tue Jan 8 15:32:18 2019 -0500

    YARN-9181. Backport YARN-6232 for generic resource type usage to branch-2
---
 .../records/ApplicationResourceUsageReport.java    |  58 +++++++-
 .../src/main/proto/yarn_protos.proto               |   7 +
 .../hadoop/yarn/client/cli/ApplicationCLI.java     |  35 ++---
 .../apache/hadoop/yarn/client/cli/TestYarnCLI.java |  16 ++-
 .../pb/ApplicationResourceUsageReportPBImpl.java   | 151 ++++++++++++++++++---
 .../yarn/api/records/impl/pb/ProtoUtils.java       |  34 +++++
 .../org/apache/hadoop/yarn/util/StringHelper.java  |  36 +++++
 .../hadoop/yarn/api/BasePBImplRecordsTest.java     |  12 ++
 .../apache/hadoop/yarn/api/TestPBImplRecords.java  |   4 +
 .../ApplicationHistoryManagerOnTimelineStore.java  |  18 ++-
 .../hadoop/yarn/server/utils/BuilderUtils.java     |  16 +--
 .../yarn/server/resourcemanager/RMAppManager.java  |   8 +-
 .../yarn/server/resourcemanager/RMServerUtils.java |  10 +-
 .../resourcemanager/recovery/RMStateStore.java     |   7 +-
 .../records/ApplicationAttemptStateData.java       |  89 ++++++++++--
 .../impl/pb/ApplicationAttemptStateDataPBImpl.java |  50 +++++++
 .../server/resourcemanager/rmapp/RMAppImpl.java    |  43 +++---
 .../server/resourcemanager/rmapp/RMAppMetrics.java |  41 ++++--
 .../rmapp/attempt/AggregateAppResourceUsage.java   |  34 ++---
 .../rmapp/attempt/RMAppAttemptImpl.java            |  38 ++----
 .../rmapp/attempt/RMAppAttemptMetrics.java         | 106 ++++++++++++---
 .../rmcontainer/RMContainerImpl.java               |  16 +--
 .../scheduler/SchedulerApplicationAttempt.java     |  47 ++++---
 .../server/resourcemanager/webapp/RMAppBlock.java  |  14 +-
 .../server/resourcemanager/webapp/dao/AppInfo.java |  28 ++++
 .../resourcemanager/webapp/dao/ResourceInfo.java   |  36 ++++-
 .../resourcemanager/webapp/dao/SchedulerInfo.java  |   2 +-
 .../yarn_server_resourcemanager_recovery.proto     |   2 +
 .../server/resourcemanager/TestAppManager.java     |   7 +-
 .../TestContainerResourceUsage.java                |   7 +-
 .../applicationsmanager/MockAsm.java               |   9 +-
 .../metrics/TestSystemMetricsPublisher.java        |  15 +-
 .../metrics/TestSystemMetricsPublisherForV2.java   |  22 ++-
 .../recovery/RMStateStoreTestBase.java             |   8 +-
 .../recovery/TestZKRMStateStore.java               |  23 ++--
 .../server/resourcemanager/webapp/TestAppPage.java |   8 +-
 .../webapp/TestRMWebAppFairScheduler.java          |   5 +-
 37 files changed, 806 insertions(+), 256 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
index 3cf8f3d..f9c8975 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ApplicationResourceUsageReport.java
@@ -24,6 +24,9 @@ import org.apache.hadoop.classification.InterfaceStability.Stable;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.util.Records;
 
+import java.util.HashMap;
+import java.util.Map;
+
 /**
  * Contains various scheduling metrics to be reported by UI and CLI.
  */
@@ -35,9 +38,9 @@ public abstract class ApplicationResourceUsageReport {
   @Unstable
   public static ApplicationResourceUsageReport newInstance(
       int numUsedContainers, int numReservedContainers, Resource usedResources,
-      Resource reservedResources, Resource neededResources, long memorySeconds,
-      long vcoreSeconds, float queueUsagePerc, float clusterUsagePerc,
-      long preemptedMemorySeconds, long preemptedVcoresSeconds) {
+      Resource reservedResources, Resource neededResources,
+      Map<String, Long> resourceSecondsMap, float queueUsagePerc,
+      float clusterUsagePerc, Map<String, Long> preemtedResourceSecondsMap) {
     ApplicationResourceUsageReport report =
         Records.newRecord(ApplicationResourceUsageReport.class);
     report.setNumUsedContainers(numUsedContainers);
@@ -45,12 +48,10 @@ public abstract class ApplicationResourceUsageReport {
     report.setUsedResources(usedResources);
     report.setReservedResources(reservedResources);
     report.setNeededResources(neededResources);
-    report.setMemorySeconds(memorySeconds);
-    report.setVcoreSeconds(vcoreSeconds);
+    report.setResourceSecondsMap(resourceSecondsMap);
     report.setQueueUsagePercentage(queueUsagePerc);
     report.setClusterUsagePercentage(clusterUsagePerc);
-    report.setPreemptedMemorySeconds(preemptedMemorySeconds);
-    report.setPreemptedVcoreSeconds(preemptedVcoresSeconds);
+    report.setPreemptedResourceSecondsMap(preemtedResourceSecondsMap);
     return report;
   }
 
@@ -229,4 +230,47 @@ public abstract class ApplicationResourceUsageReport {
   @Public
   @Unstable
   public abstract long getPreemptedVcoreSeconds();
+
+  /**
+   * Get the aggregated number of resources that the application has
+   * allocated times the number of seconds the application has been running.
+   * @return map containing the resource name and aggregated resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract Map<String, Long> getResourceSecondsMap();
+
+  /**
+   * Set the aggregated number of resources that the application has
+   * allocated times the number of seconds the application has been running.
+   * @param resourceSecondsMap map containing the resource name and aggregated
+   *                           resource-seconds
+   */
+  @Private
+  @Unstable
+  public abstract void setResourceSecondsMap(
+      Map<String, Long> resourceSecondsMap);
+
+
+  /**
+   * Get the aggregated number of resources preempted that the application has
+   * allocated times the number of seconds the application has been running.
+   * @return map containing the resource name and aggregated preempted
+   * resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract Map<String, Long> getPreemptedResourceSecondsMap();
+
+  /**
+   * Set the aggregated number of resources preempted that the application has
+   * allocated times the number of seconds the application has been running.
+   * @param preemptedResourceSecondsMap  map containing the resource name and
+   *                                     aggregated preempted resource-seconds
+   */
+  @Private
+  @Unstable
+  public abstract void setPreemptedResourceSecondsMap(
+      Map<String, Long> preemptedResourceSecondsMap);
+
 }
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 a7bf414..4f4c3e0 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
@@ -217,6 +217,11 @@ message LocalResourceProto {
   optional bool should_be_uploaded_to_shared_cache = 7;
 }
 
+message StringLongMapProto {
+  required string key  = 1;
+  required int64 value = 2;
+}
+
 message ApplicationResourceUsageReportProto {
   optional int32 num_used_containers = 1;
   optional int32 num_reserved_containers = 2;
@@ -229,6 +234,8 @@ message ApplicationResourceUsageReportProto {
   optional float cluster_usage_percentage = 9;
   optional int64 preempted_memory_seconds = 10;
   optional int64 preempted_vcore_seconds = 11;
+  repeated StringLongMapProto application_resource_usage_map = 12;
+  repeated StringLongMapProto application_preempted_resource_usage_map = 13;
 }
 
 message ApplicationReportProto {
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/cli/ApplicationCLI.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/cli/ApplicationCLI.java
index 5f6b300..2a9b3bc 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/cli/ApplicationCLI.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/main/java/org/apache/hadoop/yarn/client/cli/ApplicationCLI.java
@@ -62,6 +62,8 @@ import org.apache.hadoop.yarn.util.Times;
 
 import com.google.common.annotations.VisibleForTesting;
 
+import static org.apache.hadoop.yarn.util.StringHelper.getResourceSecondsString;
+
 @Private
 @Unstable
 public class ApplicationCLI extends YarnCLI {
@@ -711,24 +713,9 @@ public class ApplicationCLI extends YarnCLI {
       appReportStr.println(appReport.getRpcPort());
       appReportStr.print("\tAM Host : ");
       appReportStr.println(appReport.getHost());
-      appReportStr.print("\tAggregate Resource Allocation : ");
-
       ApplicationResourceUsageReport usageReport =
           appReport.getApplicationResourceUsageReport();
-      if (usageReport != null) {
-        //completed app report in the timeline server doesn't have usage report
-        appReportStr.print(usageReport.getMemorySeconds() + " MB-seconds, ");
-        appReportStr.println(usageReport.getVcoreSeconds() + " vcore-seconds");
-        appReportStr.print("\tAggregate Resource Preempted : ");
-        appReportStr.print(usageReport.getPreemptedMemorySeconds() +
-            " MB-seconds, ");
-        appReportStr.println(usageReport.getPreemptedVcoreSeconds() +
-            " vcore-seconds");
-      } else {
-        appReportStr.println("N/A");
-        appReportStr.print("\tAggregate Resource Preempted : ");
-        appReportStr.println("N/A");
-      }
+      printResourceUsage(appReportStr, usageReport);
       appReportStr.print("\tLog Aggregation Status : ");
       appReportStr.println(appReport.getLogAggregationStatus() == null ? "N/A"
           : appReport.getLogAggregationStatus());
@@ -759,6 +746,22 @@ public class ApplicationCLI extends YarnCLI {
     return 0;
   }
 
+  private void printResourceUsage(PrintWriter appReportStr,
+      ApplicationResourceUsageReport usageReport) {
+    appReportStr.print("\tAggregate Resource Allocation : ");
+    if (usageReport != null) {
+      appReportStr.println(
+          getResourceSecondsString(usageReport.getResourceSecondsMap()));
+      appReportStr.print("\tAggregate Resource Preempted : ");
+      appReportStr.println(getResourceSecondsString(
+          usageReport.getPreemptedResourceSecondsMap()));
+    } else {
+      appReportStr.println("N/A");
+      appReportStr.print("\tAggregate Resource Preempted : ");
+      appReportStr.println("N/A");
+    }
+  }
+
   private String getAllValidApplicationStates() {
     StringBuilder sb = new StringBuilder();
     sb.append("The valid application state can be" + " one of the following: ");
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/cli/TestYarnCLI.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/cli/TestYarnCLI.java
index 0f0c9bf..eee3af1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/cli/TestYarnCLI.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-client/src/test/java/org/apache/hadoop/yarn/client/cli/TestYarnCLI.java
@@ -39,8 +39,10 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Date;
 import java.util.EnumSet;
+import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Map;
 import java.util.Set;
 import java.util.regex.Pattern;
 
@@ -69,6 +71,7 @@ import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.QueueInfo;
 import org.apache.hadoop.yarn.api.records.QueueState;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceUtilization;
 import org.apache.hadoop.yarn.api.records.SignalContainerCommand;
 import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
@@ -118,9 +121,18 @@ public class TestYarnCLI {
     for (int i = 0; i < 2; ++i) {
       ApplicationCLI cli = createAndGetAppCLI();
       ApplicationId applicationId = ApplicationId.newInstance(1234, 5);
+      Map<String, Long> resourceSecondsMap = new HashMap<>();
+      Map<String, Long> preemptedResoureSecondsMap = new HashMap<>();
+      resourceSecondsMap.put(ResourceInformation.MEMORY_MB.getName(), 123456L);
+      resourceSecondsMap.put(ResourceInformation.VCORES.getName(), 4567L);
+      preemptedResoureSecondsMap
+          .put(ResourceInformation.MEMORY_MB.getName(), 1111L);
+      preemptedResoureSecondsMap
+          .put(ResourceInformation.VCORES.getName(), 2222L);
       ApplicationResourceUsageReport usageReport = i == 0 ? null :
-          ApplicationResourceUsageReport.newInstance(
-              2, 0, null, null, null, 123456, 4567, 0, 0, 1111, 2222);
+          ApplicationResourceUsageReport
+              .newInstance(2, 0, null, null, null, resourceSecondsMap, 0, 0,
+                  preemptedResoureSecondsMap);
       ApplicationReport newApplicationReport = ApplicationReport.newInstance(
           applicationId, ApplicationAttemptId.newInstance(applicationId, 1),
           "user", "queue", "appname", "host", 124, null,
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
index 1c85e28..2f94a24 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/api/records/impl/pb/ApplicationResourceUsageReportPBImpl.java
@@ -22,12 +22,16 @@ import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
 import org.apache.hadoop.yarn.api.records.ApplicationResourceUsageReport;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationResourceUsageReportProto;
 import org.apache.hadoop.yarn.proto.YarnProtos.ApplicationResourceUsageReportProtoOrBuilder;
 import org.apache.hadoop.yarn.proto.YarnProtos.ResourceProto;
 
 import com.google.protobuf.TextFormat;
 
+import java.util.HashMap;
+import java.util.Map;
+
 @Private
 @Unstable
 public class ApplicationResourceUsageReportPBImpl 
@@ -41,6 +45,9 @@ extends ApplicationResourceUsageReport {
   Resource reservedResources;
   Resource neededResources;
 
+  private Map<String, Long> resourceSecondsMap;
+  private Map<String, Long> preemptedResourceSecondsMap;
+
   public ApplicationResourceUsageReportPBImpl() {
     builder = ApplicationResourceUsageReportProto.newBuilder();
   }
@@ -49,6 +56,8 @@ extends ApplicationResourceUsageReport {
       ApplicationResourceUsageReportProto proto) {
     this.proto = proto;
     viaProto = true;
+    getResourceSecondsMap();
+    getPreemptedResourceSecondsMap();
   }
 
   public synchronized ApplicationResourceUsageReportProto getProto() {
@@ -89,6 +98,23 @@ extends ApplicationResourceUsageReport {
     if (this.neededResources != null) {
       builder.setNeededResources(convertToProtoFormat(this.neededResources));
     }
+    builder.clearApplicationResourceUsageMap();
+    builder.clearApplicationPreemptedResourceUsageMap();
+
+    if (preemptedResourceSecondsMap != null && !preemptedResourceSecondsMap
+        .isEmpty()) {
+      builder.addAllApplicationPreemptedResourceUsageMap(ProtoUtils
+          .convertMapToStringLongMapProtoList(preemptedResourceSecondsMap));
+    }
+    if (resourceSecondsMap != null && !resourceSecondsMap.isEmpty()) {
+      builder.addAllApplicationResourceUsageMap(
+          ProtoUtils.convertMapToStringLongMapProtoList(resourceSecondsMap));
+    }
+
+    builder.setMemorySeconds(this.getMemorySeconds());
+    builder.setVcoreSeconds(this.getVcoreSeconds());
+    builder.setPreemptedMemorySeconds(this.getPreemptedMemorySeconds());
+    builder.setPreemptedVcoreSeconds(this.getPreemptedVcoreSeconds());
   }
 
   private void mergeLocalToProto() {
@@ -196,54 +222,64 @@ extends ApplicationResourceUsageReport {
 
   @Override
   public synchronized void setMemorySeconds(long memory_seconds) {
-    maybeInitBuilder();
-    builder.setMemorySeconds(memory_seconds);
+    getResourceSecondsMap()
+        .put(ResourceInformation.MEMORY_MB.getName(), memory_seconds);
   }
-  
+
   @Override
   public synchronized long getMemorySeconds() {
-    ApplicationResourceUsageReportProtoOrBuilder p = viaProto ? proto : builder;
-    return p.getMemorySeconds();
+    Map<String, Long> tmp = getResourceSecondsMap();
+    if (tmp.containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      return tmp.get(ResourceInformation.MEMORY_MB.getName());
+    }
+    return 0;
   }
 
   @Override
   public synchronized void setVcoreSeconds(long vcore_seconds) {
-    maybeInitBuilder();
-    builder.setVcoreSeconds(vcore_seconds);
+    getResourceSecondsMap()
+        .put(ResourceInformation.VCORES.getName(), vcore_seconds);
   }
 
   @Override
   public synchronized long getVcoreSeconds() {
-    ApplicationResourceUsageReportProtoOrBuilder p = viaProto ? proto : builder;
-    return (p.getVcoreSeconds());
+    Map<String, Long> tmp = getResourceSecondsMap();
+    if (tmp.containsKey(ResourceInformation.VCORES.getName())) {
+      return tmp.get(ResourceInformation.VCORES.getName());
+    }
+    return 0;
   }
   
   @Override
   public synchronized void setPreemptedMemorySeconds(
       long preemptedMemorySeconds) {
-    maybeInitBuilder();
-    builder.setPreemptedMemorySeconds(preemptedMemorySeconds);
+    getPreemptedResourceSecondsMap()
+        .put(ResourceInformation.MEMORY_MB.getName(), preemptedMemorySeconds);
   }
 
   @Override
   public synchronized long getPreemptedMemorySeconds() {
-    ApplicationResourceUsageReportProtoOrBuilder p =
-        viaProto ? proto : builder;
-    return p.getPreemptedMemorySeconds();
+    Map<String, Long> tmp = getPreemptedResourceSecondsMap();
+    if (tmp.containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      return tmp.get(ResourceInformation.MEMORY_MB.getName());
+    }
+    return 0;
   }
 
   @Override
   public synchronized void setPreemptedVcoreSeconds(
       long vcoreSeconds) {
-    maybeInitBuilder();
-    builder.setPreemptedVcoreSeconds(vcoreSeconds);
+    getPreemptedResourceSecondsMap()
+        .put(ResourceInformation.VCORES.getName(), vcoreSeconds);
   }
 
   @Override
   public synchronized long getPreemptedVcoreSeconds() {
-    ApplicationResourceUsageReportProtoOrBuilder p =
-        viaProto ? proto : builder;
-    return (p.getPreemptedVcoreSeconds());
+    Map<String, Long> tmp = getPreemptedResourceSecondsMap();
+    if (tmp.containsKey(ResourceInformation.VCORES.getName())) {
+      return tmp.get(ResourceInformation.VCORES.getName());
+    }
+    return 0;
   }
 
   private ResourcePBImpl convertFromProtoFormat(ResourceProto p) {
@@ -277,4 +313,81 @@ extends ApplicationResourceUsageReport {
     maybeInitBuilder();
     builder.setClusterUsagePercentage((clusterUsagePerc));
   }
+
+  @Override
+  public synchronized void setResourceSecondsMap(
+      Map<String, Long> resourceSecondsMap) {
+    this.resourceSecondsMap = resourceSecondsMap;
+    if (resourceSecondsMap == null) {
+      return;
+    }
+    if (!resourceSecondsMap
+        .containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      this.setMemorySeconds(0L);
+    }
+    if (!resourceSecondsMap.containsKey(ResourceInformation.VCORES.getName())) {
+      this.setVcoreSeconds(0L);
+    }
+  }
+
+  @Override
+  public synchronized Map<String, Long> getResourceSecondsMap() {
+    if (this.resourceSecondsMap != null) {
+      return this.resourceSecondsMap;
+    }
+    ApplicationResourceUsageReportProtoOrBuilder p = viaProto ? proto : builder;
+    this.resourceSecondsMap = ProtoUtils
+        .convertStringLongMapProtoListToMap(
+            p.getApplicationResourceUsageMapList());
+    if (!this.resourceSecondsMap
+        .containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      this.setMemorySeconds(p.getMemorySeconds());
+    }
+    if (!this.resourceSecondsMap
+        .containsKey(ResourceInformation.VCORES.getName())) {
+      this.setVcoreSeconds(p.getVcoreSeconds());
+    }
+    this.setMemorySeconds(p.getMemorySeconds());
+    this.setVcoreSeconds(p.getVcoreSeconds());
+    return this.resourceSecondsMap;
+  }
+
+  @Override
+  public synchronized void setPreemptedResourceSecondsMap(
+      Map<String, Long> preemptedResourceSecondsMap) {
+    this.preemptedResourceSecondsMap = preemptedResourceSecondsMap;
+    if (preemptedResourceSecondsMap == null) {
+      return;
+    }
+    if (!preemptedResourceSecondsMap
+        .containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      this.setPreemptedMemorySeconds(0L);
+    }
+    if (!preemptedResourceSecondsMap
+        .containsKey(ResourceInformation.VCORES.getName())) {
+      this.setPreemptedVcoreSeconds(0L);
+    }
+  }
+
+  @Override
+  public synchronized Map<String, Long> getPreemptedResourceSecondsMap() {
+    if (this.preemptedResourceSecondsMap != null) {
+      return this.preemptedResourceSecondsMap;
+    }
+    ApplicationResourceUsageReportProtoOrBuilder p = viaProto ? proto : builder;
+    this.preemptedResourceSecondsMap = ProtoUtils
+        .convertStringLongMapProtoListToMap(
+            p.getApplicationPreemptedResourceUsageMapList());
+    if (!this.preemptedResourceSecondsMap
+        .containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      this.setPreemptedMemorySeconds(p.getPreemptedMemorySeconds());
+    }
+    if (!this.preemptedResourceSecondsMap
+        .containsKey(ResourceInformation.VCORES.getName())) {
+      this.setPreemptedVcoreSeconds(p.getPreemptedVcoreSeconds());
+    }
+    this.setPreemptedMemorySeconds(p.getPreemptedMemorySeconds());
+    this.setPreemptedVcoreSeconds(p.getPreemptedVcoreSeconds());
+    return this.preemptedResourceSecondsMap;
+  }
 }
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 662db5e..e8b0594 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
@@ -19,6 +19,10 @@
 package org.apache.hadoop.yarn.api.records.impl.pb;
 
 import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
 
 import org.apache.hadoop.classification.InterfaceAudience.Private;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
@@ -46,6 +50,7 @@ import org.apache.hadoop.yarn.api.records.QueueACL;
 import org.apache.hadoop.yarn.api.records.QueueState;
 import org.apache.hadoop.yarn.api.records.ReservationRequestInterpreter;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.UpdateContainerError;
 import org.apache.hadoop.yarn.api.records.UpdateContainerRequest;
 import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
@@ -462,6 +467,35 @@ public class ProtoUtils {
   public static ResourceTypes convertFromProtoFormat(ResourceTypesProto e) {
     return ResourceTypes.valueOf(e.name());
   }
+
+  public static Map<String, Long> convertStringLongMapProtoListToMap(
+      List<YarnProtos.StringLongMapProto> pList) {
+    Resource tmp = Resource.newInstance(0, 0);
+    Map<String, Long> ret = new HashMap<>();
+    for (Map.Entry<String, ResourceInformation> entry : tmp.getResources()
+        .entrySet()) {
+      ret.put(entry.getKey(), 0L);
+    }
+    if (pList != null) {
+      for (YarnProtos.StringLongMapProto p : pList) {
+        ret.put(p.getKey(), p.getValue());
+      }
+    }
+    return ret;
+  }
+
+  public static List<YarnProtos.StringLongMapProto> convertMapToStringLongMapProtoList(
+      Map<String, Long> map) {
+    List<YarnProtos.StringLongMapProto> ret = new ArrayList<>();
+    for (Map.Entry<String, Long> entry : map.entrySet()) {
+      YarnProtos.StringLongMapProto.Builder tmp =
+          YarnProtos.StringLongMapProto.newBuilder();
+      tmp.setKey(entry.getKey());
+      tmp.setValue(entry.getValue());
+      ret.add(tmp.build());
+    }
+    return ret;
+  }
 }
 
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/StringHelper.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/StringHelper.java
index 0240fbc..01e8951 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/StringHelper.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/main/java/org/apache/hadoop/yarn/util/StringHelper.java
@@ -20,9 +20,15 @@ package org.apache.hadoop.yarn.util;
 
 import com.google.common.base.Joiner;
 import com.google.common.base.Splitter;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
 import java.util.regex.Pattern;
 
 import org.apache.hadoop.classification.InterfaceAudience.Private;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 
 /**
  * Common string manipulation helpers
@@ -174,4 +180,34 @@ public final class StringHelper {
     }
     sb.append(part);
   }
+
+  public static String getResourceSecondsString(Map<String, Long> targetMap) {
+    List<String> strings = new ArrayList<>(targetMap.size());
+    //completed app report in the timeline server doesn't have usage report
+    Long memorySeconds = 0L;
+    Long vcoreSeconds = 0L;
+    if (targetMap.containsKey(ResourceInformation.MEMORY_MB.getName())) {
+      memorySeconds = targetMap.get(ResourceInformation.MEMORY_MB.getName());
+    }
+    if (targetMap.containsKey(ResourceInformation.VCORES.getName())) {
+      vcoreSeconds = targetMap.get(ResourceInformation.VCORES.getName());
+    }
+    strings.add(memorySeconds + " MB-seconds");
+    strings.add(vcoreSeconds + " vcore-seconds");
+    Map<String, ResourceInformation> tmp = ResourceUtils.getResourceTypes();
+    if (targetMap.size() > 2) {
+      for (Map.Entry<String, Long> entry : targetMap.entrySet()) {
+        if (!entry.getKey().equals(ResourceInformation.MEMORY_MB.getName())
+            && !entry.getKey().equals(ResourceInformation.VCORES.getName())) {
+          String units = "";
+          if (tmp.containsKey(entry.getKey())) {
+            units = tmp.get(entry.getKey()).getUnits();
+          }
+          strings.add(entry.getValue() + " " + entry.getKey() + "-" + units
+              + "seconds");
+        }
+      }
+    }
+    return Joiner.on(", ").join(strings);
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/BasePBImplRecordsTest.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/BasePBImplRecordsTest.java
index 82170b3..8694651 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/BasePBImplRecordsTest.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-common/src/test/java/org/apache/hadoop/yarn/api/BasePBImplRecordsTest.java
@@ -37,6 +37,9 @@ public class BasePBImplRecordsTest {
   @SuppressWarnings("checkstyle:visibilitymodifier")
   protected static HashMap<Type, Object> typeValueCache =
       new HashMap<Type, Object>();
+  @SuppressWarnings("checkstyle:visibilitymodifier")
+  protected static HashMap<Type, List<String>> excludedPropertiesMap =
+      new HashMap<>();
   private static Random rand = new Random();
   private static byte [] bytes = new byte[] {'1', '2', '3', '4'};
 
@@ -167,6 +170,10 @@ public class BasePBImplRecordsTest {
   private <R> Map<String, GetSetPair> getGetSetPairs(Class<R> recordClass)
       throws Exception {
     Map<String, GetSetPair> ret = new HashMap<String, GetSetPair>();
+    List<String> excluded = null;
+    if (excludedPropertiesMap.containsKey(recordClass.getClass())) {
+      excluded = excludedPropertiesMap.get(recordClass.getClass());
+    }
     Method [] methods = recordClass.getDeclaredMethods();
     // get all get methods
     for (int i = 0; i < methods.length; i++) {
@@ -224,6 +231,11 @@ public class BasePBImplRecordsTest {
           (gsp.setMethod == null)) {
         LOG.info(String.format("Exclude potential property: %s\n", gsp.propertyName));
         itr.remove();
+      } else if ((excluded != null && excluded.contains(gsp.propertyName))) {
+        LOG.info(String.format(
+            "Excluding potential property(present in exclusion list): %s\n",
+            gsp.propertyName));
+        itr.remove();
       } else {
         LOG.info(String.format("New property: %s type: %s", gsp.toString(), gsp.type));
         gsp.testValue = genTypeValue(gsp.type);
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 1aed065..f71cd3f 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
@@ -336,6 +336,8 @@ import org.junit.Ignore;
 import org.junit.Test;
 
 import com.google.common.collect.ImmutableSet;
+import java.io.IOException;
+import java.util.Arrays;
 
 /**
  * Test class for YARN API protocol records.
@@ -738,6 +740,8 @@ public class TestPBImplRecords extends BasePBImplRecordsTest {
 
   @Test
   public void testApplicationResourceUsageReportPBImpl() throws Exception {
+    excludedPropertiesMap.put(ApplicationResourceUsageReportPBImpl.class.getClass(),
+        Arrays.asList("PreemptedResourceSecondsMap", "ResourceSecondsMap"));
     validatePBImplRecord(ApplicationResourceUsageReportPBImpl.class,
         ApplicationResourceUsageReportProto.class);
   }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-applicationhistoryservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/ApplicationHistoryManagerOnTimelineStore.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-applicationhistoryservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/ApplicationHistoryManagerOnTimelineStore.java
index b4c91f9..a35f038 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-applicationhistoryservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/ApplicationHistoryManagerOnTimelineStore.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-applicationhistoryservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/ApplicationHistoryManagerOnTimelineStore.java
@@ -46,6 +46,7 @@ import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.NodeId;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
 import org.apache.hadoop.yarn.api.records.timeline.TimelineEntities;
@@ -338,9 +339,20 @@ public class ApplicationHistoryManagerOnTimelineStore extends AbstractService
             ApplicationMetricsConstants.APP_MEM_PREEMPT_METRICS);
         long preemptedVcoreSeconds = parseLong(entityInfo,
             ApplicationMetricsConstants.APP_CPU_PREEMPT_METRICS);
-        appResources = ApplicationResourceUsageReport.newInstance(0, 0, null,
-            null, null, memorySeconds, vcoreSeconds, 0, 0,
-            preemptedMemorySeconds, preemptedVcoreSeconds);
+        Map<String, Long> resourceSecondsMap = new HashMap<>();
+        Map<String, Long> preemptedResoureSecondsMap = new HashMap<>();
+        resourceSecondsMap
+            .put(ResourceInformation.MEMORY_MB.getName(), memorySeconds);
+        resourceSecondsMap
+            .put(ResourceInformation.VCORES.getName(), vcoreSeconds);
+        preemptedResoureSecondsMap.put(ResourceInformation.MEMORY_MB.getName(),
+            preemptedMemorySeconds);
+        preemptedResoureSecondsMap
+            .put(ResourceInformation.VCORES.getName(), preemptedVcoreSeconds);
+
+        appResources = ApplicationResourceUsageReport
+            .newInstance(0, 0, null, null, null, resourceSecondsMap, 0, 0,
+                preemptedResoureSecondsMap);
       }
 
       if (entityInfo.containsKey(ApplicationMetricsConstants.APP_TAGS_INFO)) {
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/main/java/org/apache/hadoop/yarn/server/utils/BuilderUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/main/java/org/apache/hadoop/yarn/server/utils/BuilderUtils.java
index cd146a1..66d95bd 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/main/java/org/apache/hadoop/yarn/server/utils/BuilderUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-common/src/main/java/org/apache/hadoop/yarn/server/utils/BuilderUtils.java
@@ -65,8 +65,6 @@ import org.apache.hadoop.yarn.api.records.ResourceUtilization;
 import org.apache.hadoop.yarn.api.records.Token;
 import org.apache.hadoop.yarn.api.records.URL;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
-import org.apache.hadoop.yarn.conf.YarnConfiguration;
-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.nodelabels.CommonNodeLabelsManager;
@@ -435,12 +433,12 @@ public class BuilderUtils {
       queue, priority, amContainer, isUnmanagedAM, cancelTokensWhenComplete,
       maxAppAttempts, resource, null);
   }
-  
+
   public static ApplicationResourceUsageReport newApplicationResourceUsageReport(
       int numUsedContainers, int numReservedContainers, Resource usedResources,
-      Resource reservedResources, Resource neededResources, long memorySeconds, 
-      long vcoreSeconds, long preemptedMemorySeconds,
-      long preemptedVcoreSeconds) {
+      Resource reservedResources, Resource neededResources,
+      Map<String, Long> resourceSecondsMap,
+      Map<String, Long> preemptedResourceSecondsMap) {
     ApplicationResourceUsageReport report =
         recordFactory.newRecordInstance(ApplicationResourceUsageReport.class);
     report.setNumUsedContainers(numUsedContainers);
@@ -448,10 +446,8 @@ public class BuilderUtils {
     report.setUsedResources(usedResources);
     report.setReservedResources(reservedResources);
     report.setNeededResources(neededResources);
-    report.setMemorySeconds(memorySeconds);
-    report.setVcoreSeconds(vcoreSeconds);
-    report.setPreemptedMemorySeconds(preemptedMemorySeconds);
-    report.setPreemptedVcoreSeconds(preemptedVcoreSeconds);
+    report.setResourceSecondsMap(resourceSecondsMap);
+    report.setPreemptedResourceSecondsMap(preemptedResourceSecondsMap);
     return report;
   }
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMAppManager.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMAppManager.java
index 2ffdbc3..7dbf57b 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMAppManager.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/RMAppManager.java
@@ -69,6 +69,7 @@ import org.apache.hadoop.yarn.util.Times;
 import com.google.common.annotations.VisibleForTesting;
 import com.google.common.util.concurrent.Futures;
 import com.google.common.util.concurrent.SettableFuture;
+import org.apache.hadoop.yarn.util.StringHelper;
 
 /**
  * This class manages the list of applications for the resource manager. 
@@ -188,7 +189,12 @@ public class RMAppManager implements EventHandler<RMAppManagerEvent>,
           .add("preemptedAMContainers", metrics.getNumAMContainersPreempted())
           .add("preemptedNonAMContainers", metrics.getNumNonAMContainersPreempted())
           .add("preemptedResources", metrics.getResourcePreempted())
-          .add("applicationType", app.getApplicationType());
+          .add("applicationType", app.getApplicationType())
+          .add("resourceSeconds", StringHelper
+              .getResourceSecondsString(metrics.getResourceSecondsMap()))
+          .add("preemptedResourceSeconds", StringHelper
+              .getResourceSecondsString(
+                  metrics.getPreemptedResourceSecondsMap()));
       return summary;
     }
 
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 35b0c98..f802b8e 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
@@ -478,7 +478,7 @@ public class RMServerUtils {
       DUMMY_APPLICATION_RESOURCE_USAGE_REPORT =
       BuilderUtils.newApplicationResourceUsageReport(-1, -1,
           Resources.createResource(-1, -1), Resources.createResource(-1, -1),
-          Resources.createResource(-1, -1), 0, 0, 0, 0);
+          Resources.createResource(-1, -1), new HashMap<String, Long>(), new HashMap<String, Long>());
 
 
   /**
@@ -622,4 +622,12 @@ public class RMServerUtils {
       return labelsToNodes.get(label);
     }
   }
+
+  public static Long getOrDefault(Map<String, Long> map, String key,
+      Long defaultValue) {
+    if (map.containsKey(key)) {
+      return map.get(key);
+    }
+    return defaultValue;
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStore.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStore.java
index e8ed0b7..f0ab324 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStore.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStore.java
@@ -853,11 +853,8 @@ public abstract class RMStateStore extends AbstractService {
             appAttempt.getAppAttemptId(),
             appAttempt.getMasterContainer(),
             credentials, appAttempt.getStartTime(),
-            resUsage.getMemorySeconds(),
-            resUsage.getVcoreSeconds(),
-            attempMetrics.getPreemptedMemory(),
-            attempMetrics.getPreemptedVcore()
-            );
+            resUsage.getResourceUsageSecondsMap(),
+            attempMetrics.getPreemptedResourceSecondsMap());
 
     getRMStateStoreEventHandler().handle(
       new RMStateStoreAppAttemptEvent(attemptState));
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/ApplicationAttemptStateData.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/ApplicationAttemptStateData.java
index 67aaf94..2de071a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/ApplicationAttemptStateData.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/ApplicationAttemptStateData.java
@@ -25,23 +25,28 @@ import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.Container;
 import org.apache.hadoop.yarn.api.records.ContainerExitStatus;
 import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.proto.YarnServerResourceManagerRecoveryProtos.ApplicationAttemptStateDataProto;
+import org.apache.hadoop.yarn.server.resourcemanager.RMServerUtils;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptState;
 import org.apache.hadoop.yarn.util.Records;
 
+import java.util.Map;
+
 /*
  * Contains the state data that needs to be persisted for an ApplicationAttempt
  */
 @Public
 @Unstable
 public abstract class ApplicationAttemptStateData {
+
   public static ApplicationAttemptStateData newInstance(
       ApplicationAttemptId attemptId, Container container,
       Credentials attemptTokens, long startTime, RMAppAttemptState finalState,
       String finalTrackingUrl, String diagnostics,
       FinalApplicationStatus amUnregisteredFinalStatus, int exitStatus,
-      long finishTime, long memorySeconds, long vcoreSeconds,
-      long preemptedMemorySeconds, long preemptedVcoreSeconds) {
+      long finishTime, Map<String, Long> resourceSecondsMap,
+      Map<String, Long> preemptedResourceSecondsMap) {
     ApplicationAttemptStateData attemptStateData =
         Records.newRecord(ApplicationAttemptStateData.class);
     attemptStateData.setAttemptId(attemptId);
@@ -54,23 +59,33 @@ public abstract class ApplicationAttemptStateData {
     attemptStateData.setFinalApplicationStatus(amUnregisteredFinalStatus);
     attemptStateData.setAMContainerExitStatus(exitStatus);
     attemptStateData.setFinishTime(finishTime);
-    attemptStateData.setMemorySeconds(memorySeconds);
-    attemptStateData.setVcoreSeconds(vcoreSeconds);
-    attemptStateData.setPreemptedMemorySeconds(preemptedMemorySeconds);
-    attemptStateData.setPreemptedVcoreSeconds(preemptedVcoreSeconds);
+    attemptStateData.setMemorySeconds(RMServerUtils
+        .getOrDefault(resourceSecondsMap,
+            ResourceInformation.MEMORY_MB.getName(), 0L));
+    attemptStateData.setVcoreSeconds(RMServerUtils
+        .getOrDefault(resourceSecondsMap, ResourceInformation.VCORES.getName(),
+            0L));
+    attemptStateData.setPreemptedMemorySeconds(RMServerUtils
+        .getOrDefault(preemptedResourceSecondsMap,
+            ResourceInformation.MEMORY_MB.getName(), 0L));
+    attemptStateData.setPreemptedVcoreSeconds(RMServerUtils
+        .getOrDefault(preemptedResourceSecondsMap,
+            ResourceInformation.VCORES.getName(), 0L));
+    attemptStateData.setResourceSecondsMap(resourceSecondsMap);
+    attemptStateData
+        .setPreemptedResourceSecondsMap(preemptedResourceSecondsMap);
     return attemptStateData;
   }
 
   public static ApplicationAttemptStateData newInstance(
       ApplicationAttemptId attemptId, Container masterContainer,
-      Credentials attemptTokens, long startTime, long memorySeconds,
-      long vcoreSeconds, long preemptedMemorySeconds,
-      long preemptedVcoreSeconds) {
-    return newInstance(attemptId, masterContainer, attemptTokens,
-        startTime, null, "N/A", "", null, ContainerExitStatus.INVALID, 0,
-        memorySeconds, vcoreSeconds,
-        preemptedMemorySeconds, preemptedVcoreSeconds);
-    }
+      Credentials attemptTokens, long startTime,
+      Map<String, Long> resourceSeondsMap,
+      Map<String, Long> preemptedResourceSecondsMap) {
+    return newInstance(attemptId, masterContainer, attemptTokens, startTime,
+        null, "N/A", "", null, ContainerExitStatus.INVALID, 0,
+        resourceSeondsMap, preemptedResourceSecondsMap);
+  }
 
 
   public abstract ApplicationAttemptStateDataProto getProto();
@@ -215,4 +230,50 @@ public abstract class ApplicationAttemptStateData {
   @Public
   @Unstable
   public abstract void setPreemptedVcoreSeconds(long vcoreSeconds);
+
+  /**
+   * Get the aggregated number of resources preempted that the application has
+   * allocated times the number of seconds the application has been running.
+   *
+   * @return map containing the resource name and aggregated preempted
+   * resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract Map<String, Long> getResourceSecondsMap();
+
+  /**
+   * Set the aggregated number of resources that the application has
+   * allocated times the number of seconds the application has been running.
+   *
+   * @param resourceSecondsMap map containing the resource name and aggregated
+   *                           resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract void setResourceSecondsMap(
+      Map<String, Long> resourceSecondsMap);
+
+  /**
+   * Get the aggregated number of resources preempted that the application has
+   * allocated times the number of seconds the application has been running.
+   *
+   * @return map containing the resource name and aggregated preempted
+   * resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract Map<String, Long> getPreemptedResourceSecondsMap();
+
+  /**
+   * Set the aggregated number of resources preempted that the application has
+   * allocated times the number of seconds the application has been running.
+   *
+   * @param preemptedResourceSecondsMap map containing the resource name and
+   *                                    aggregated preempted resource-seconds
+   */
+  @Public
+  @Unstable
+  public abstract void setPreemptedResourceSecondsMap(
+      Map<String, Long> preemptedResourceSecondsMap);
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/impl/pb/ApplicationAttemptStateDataPBImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/impl/pb/ApplicationAttemptStateDataPBImpl.java
index e89726f..ed71ea2 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/impl/pb/ApplicationAttemptStateDataPBImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/records/impl/pb/ApplicationAttemptStateDataPBImpl.java
@@ -20,6 +20,7 @@ package org.apache.hadoop.yarn.server.resourcemanager.recovery.records.impl.pb;
 
 import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.util.Map;
 
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
@@ -55,6 +56,9 @@ public class ApplicationAttemptStateDataPBImpl extends
   private Container masterContainer = null;
   private ByteBuffer appAttemptTokens = null;
 
+  private Map<String, Long> resourceSecondsMap;
+  private Map<String, Long> preemptedResourceSecondsMap;
+
   public ApplicationAttemptStateDataPBImpl() {
     builder = ApplicationAttemptStateDataProto.newBuilder();
   }
@@ -404,4 +408,50 @@ public class ApplicationAttemptStateDataPBImpl extends
       IOUtils.closeStream(dibb);
     }
   }
+
+  @Override
+  public Map<String, Long> getResourceSecondsMap() {
+    if (this.resourceSecondsMap != null) {
+      return this.resourceSecondsMap;
+    }
+    ApplicationAttemptStateDataProtoOrBuilder p = viaProto ? proto : builder;
+    this.resourceSecondsMap = ProtoUtils.convertStringLongMapProtoListToMap(
+        p.getApplicationResourceUsageMapList());
+    return this.resourceSecondsMap;
+  }
+
+  @Override
+  public void setResourceSecondsMap(Map<String, Long> resourceSecondsMap) {
+    maybeInitBuilder();
+    builder.clearApplicationResourceUsageMap();
+    this.resourceSecondsMap = resourceSecondsMap;
+    if (resourceSecondsMap != null) {
+      builder.addAllApplicationResourceUsageMap(
+          ProtoUtils.convertMapToStringLongMapProtoList(resourceSecondsMap));
+    }
+  }
+
+  @Override
+  public Map<String, Long> getPreemptedResourceSecondsMap() {
+    if (this.preemptedResourceSecondsMap != null) {
+      return this.preemptedResourceSecondsMap;
+    }
+    ApplicationAttemptStateDataProtoOrBuilder p = viaProto ? proto : builder;
+    this.preemptedResourceSecondsMap = ProtoUtils
+        .convertStringLongMapProtoListToMap(
+            p.getApplicationResourceUsageMapList());
+    return this.preemptedResourceSecondsMap;
+  }
+
+  @Override
+  public void setPreemptedResourceSecondsMap(
+      Map<String, Long> preemptedResourceSecondsMap) {
+    maybeInitBuilder();
+    builder.clearPreemptedResourceUsageMap();
+    this.preemptedResourceSecondsMap = preemptedResourceSecondsMap;
+    if (preemptedResourceSecondsMap != null) {
+      builder.addAllPreemptedResourceUsageMap(ProtoUtils
+          .convertMapToStringLongMapProtoList(preemptedResourceSecondsMap));
+    }
+  }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppImpl.java
index af5ef5e..e152782 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppImpl.java
@@ -749,14 +749,10 @@ public class RMAppImpl implements RMApp, Recoverable {
         }
 
         RMAppMetrics rmAppMetrics = getRMAppMetrics();
-        appUsageReport.setMemorySeconds(rmAppMetrics.getMemorySeconds());
-        appUsageReport.setVcoreSeconds(rmAppMetrics.getVcoreSeconds());
-        appUsageReport.
-            setPreemptedMemorySeconds(rmAppMetrics.
-                getPreemptedMemorySeconds());
-        appUsageReport.
-            setPreemptedVcoreSeconds(rmAppMetrics.
-                getPreemptedVcoreSeconds());
+        appUsageReport
+            .setResourceSecondsMap(rmAppMetrics.getResourceSecondsMap());
+        appUsageReport.setPreemptedResourceSecondsMap(
+            rmAppMetrics.getPreemptedResourceSecondsMap());
       }
 
       if (currentApplicationAttemptId == null) {
@@ -1617,10 +1613,9 @@ public class RMAppImpl implements RMApp, Recoverable {
     Resource resourcePreempted = Resource.newInstance(0, 0);
     int numAMContainerPreempted = 0;
     int numNonAMContainerPreempted = 0;
-    long memorySeconds = 0;
-    long vcoreSeconds = 0;
-    long preemptedMemorySeconds = 0;
-    long preemptedVcoreSeconds = 0;
+    Map<String, Long> resourceSecondsMap = new HashMap<>();
+    Map<String, Long> preemptedSecondsMap = new HashMap<>();
+
     this.readLock.lock();
     try {
       for (RMAppAttempt attempt : attempts.values()) {
@@ -1636,20 +1631,28 @@ public class RMAppImpl implements RMApp, Recoverable {
           // for both running and finished containers.
           AggregateAppResourceUsage resUsage =
               attempt.getRMAppAttemptMetrics().getAggregateAppResourceUsage();
-          memorySeconds += resUsage.getMemorySeconds();
-          vcoreSeconds += resUsage.getVcoreSeconds();
-          preemptedMemorySeconds += attemptMetrics.getPreemptedMemory();
-          preemptedVcoreSeconds += attemptMetrics.getPreemptedVcore();
+          for (Map.Entry<String, Long> entry : resUsage
+              .getResourceUsageSecondsMap().entrySet()) {
+            long value = RMServerUtils
+                .getOrDefault(resourceSecondsMap, entry.getKey(), 0L);
+            value += entry.getValue();
+            resourceSecondsMap.put(entry.getKey(), value);
+          }
+          for (Map.Entry<String, Long> entry : attemptMetrics
+              .getPreemptedResourceSecondsMap().entrySet()) {
+            long value = RMServerUtils
+                .getOrDefault(preemptedSecondsMap, entry.getKey(), 0L);
+            value += entry.getValue();
+            preemptedSecondsMap.put(entry.getKey(), value);
+          }
         }
       }
     } finally {
       this.readLock.unlock();
     }
 
-    return new RMAppMetrics(resourcePreempted,
-        numNonAMContainerPreempted, numAMContainerPreempted,
-        memorySeconds, vcoreSeconds,
-        preemptedMemorySeconds, preemptedVcoreSeconds);
+    return new RMAppMetrics(resourcePreempted, numNonAMContainerPreempted,
+        numAMContainerPreempted, resourceSecondsMap, preemptedSecondsMap);
   }
 
   @Private
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppMetrics.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppMetrics.java
index fa068ea..2bb7fd1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppMetrics.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/RMAppMetrics.java
@@ -19,27 +19,27 @@
 package org.apache.hadoop.yarn.server.resourcemanager.rmapp;
 
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.server.resourcemanager.RMServerUtils;
+
+import java.util.Map;
 
 public class RMAppMetrics {
   final Resource resourcePreempted;
   final int numNonAMContainersPreempted;
   final int numAMContainersPreempted;
-  final long memorySeconds;
-  final long vcoreSeconds;
-  private final long preemptedMemorySeconds;
-  private final long preemptedVcoreSeconds;
+  private final Map<String, Long> resourceSecondsMap;
+  private final Map<String, Long> preemptedResourceSecondsMap;
 
   public RMAppMetrics(Resource resourcePreempted,
       int numNonAMContainersPreempted, int numAMContainersPreempted,
-      long memorySeconds, long vcoreSeconds, long preemptedMemorySeconds,
-      long preemptedVcoreSeconds) {
+      Map<String, Long> resourceSecondsMap,
+      Map<String, Long> preemptedResourceSecondsMap) {
     this.resourcePreempted = resourcePreempted;
     this.numNonAMContainersPreempted = numNonAMContainersPreempted;
     this.numAMContainersPreempted = numAMContainersPreempted;
-    this.memorySeconds = memorySeconds;
-    this.vcoreSeconds = vcoreSeconds;
-    this.preemptedMemorySeconds = preemptedMemorySeconds;
-    this.preemptedVcoreSeconds = preemptedVcoreSeconds;
+    this.resourceSecondsMap = resourceSecondsMap;
+    this.preemptedResourceSecondsMap = preemptedResourceSecondsMap;
   }
 
   public Resource getResourcePreempted() {
@@ -55,19 +55,32 @@ public class RMAppMetrics {
   }
 
   public long getMemorySeconds() {
-    return memorySeconds;
+    return RMServerUtils.getOrDefault(resourceSecondsMap,
+        ResourceInformation.MEMORY_MB.getName(), 0L);
   }
 
   public long getVcoreSeconds() {
-    return vcoreSeconds;
+    return RMServerUtils
+        .getOrDefault(resourceSecondsMap, ResourceInformation.VCORES.getName(),
+            0L);
   }
 
   public long getPreemptedMemorySeconds() {
-    return preemptedMemorySeconds;
+    return RMServerUtils.getOrDefault(preemptedResourceSecondsMap,
+        ResourceInformation.MEMORY_MB.getName(), 0L);
   }
 
   public long getPreemptedVcoreSeconds() {
-    return preemptedVcoreSeconds;
+    return RMServerUtils.getOrDefault(preemptedResourceSecondsMap,
+        ResourceInformation.VCORES.getName(), 0L);
+  }
+
+  public Map<String, Long> getResourceSecondsMap() {
+    return resourceSecondsMap;
+  }
+
+  public Map<String, Long> getPreemptedResourceSecondsMap() {
+    return preemptedResourceSecondsMap;
   }
 
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/AggregateAppResourceUsage.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/AggregateAppResourceUsage.java
index f0c2b34..b858712 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/AggregateAppResourceUsage.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/AggregateAppResourceUsage.java
@@ -19,42 +19,38 @@
 package org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt;
 
 import org.apache.hadoop.classification.InterfaceAudience.Private;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
+import org.apache.hadoop.yarn.server.resourcemanager.RMServerUtils;
+
+import java.util.HashMap;
+import java.util.Map;
 
 @Private
 public class AggregateAppResourceUsage {
-  long memorySeconds;
-  long vcoreSeconds;
+  private Map<String, Long> resourceSecondsMap = new HashMap<>();
 
-  public AggregateAppResourceUsage(long memorySeconds, long vcoreSeconds) {
-    this.memorySeconds = memorySeconds;
-    this.vcoreSeconds = vcoreSeconds;
+  public AggregateAppResourceUsage(Map<String, Long> resourceSecondsMap) {
+    this.resourceSecondsMap.putAll(resourceSecondsMap);
   }
 
   /**
    * @return the memorySeconds
    */
   public long getMemorySeconds() {
-    return memorySeconds;
-  }
-
-  /**
-   * @param memorySeconds the memorySeconds to set
-   */
-  public void setMemorySeconds(long memorySeconds) {
-    this.memorySeconds = memorySeconds;
+    return RMServerUtils.getOrDefault(resourceSecondsMap,
+        ResourceInformation.MEMORY_MB.getName(), 0L);
   }
 
   /**
    * @return the vcoreSeconds
    */
   public long getVcoreSeconds() {
-    return vcoreSeconds;
+    return RMServerUtils
+        .getOrDefault(resourceSecondsMap, ResourceInformation.VCORES.getName(),
+            0L);
   }
 
-  /**
-   * @param vcoreSeconds the vcoreSeconds to set
-   */
-  public void setVcoreSeconds(long vcoreSeconds) {
-    this.vcoreSeconds = vcoreSeconds;
+  public Map<String, Long> getResourceUsageSecondsMap() {
+    return resourceSecondsMap;
   }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptImpl.java
index 0b56f09..6107d91 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptImpl.java
@@ -939,12 +939,9 @@ public class RMAppAttemptImpl implements RMAppAttempt, Recoverable {
       }
       AggregateAppResourceUsage resUsage =
           this.attemptMetrics.getAggregateAppResourceUsage();
-      report.setMemorySeconds(resUsage.getMemorySeconds());
-      report.setVcoreSeconds(resUsage.getVcoreSeconds());
-      report.setPreemptedMemorySeconds(
-          this.attemptMetrics.getPreemptedMemory());
-      report.setPreemptedVcoreSeconds(
-          this.attemptMetrics.getPreemptedVcore());
+      report.setResourceSecondsMap(resUsage.getResourceUsageSecondsMap());
+      report.setPreemptedResourceSecondsMap(
+          this.attemptMetrics.getPreemptedResourceSecondsMap());
       return report;
     } finally {
       this.readLock.unlock();
@@ -981,11 +978,10 @@ public class RMAppAttemptImpl implements RMAppAttempt, Recoverable {
     this.finalStatus = attemptState.getFinalApplicationStatus();
     this.startTime = attemptState.getStartTime();
     this.finishTime = attemptState.getFinishTime();
-    this.attemptMetrics.updateAggregateAppResourceUsage(
-        attemptState.getMemorySeconds(), attemptState.getVcoreSeconds());
+    this.attemptMetrics
+        .updateAggregateAppResourceUsage(attemptState.getResourceSecondsMap());
     this.attemptMetrics.updateAggregatePreemptedAppResourceUsage(
-        attemptState.getPreemptedMemorySeconds(),
-        attemptState.getPreemptedVcoreSeconds());
+        attemptState.getPreemptedResourceSecondsMap());
   }
 
   public void transferStateFromAttempt(RMAppAttempt attempt) {
@@ -1361,16 +1357,12 @@ public class RMAppAttemptImpl implements RMAppAttempt, Recoverable {
     RMStateStore rmStore = rmContext.getStateStore();
     setFinishTime(System.currentTimeMillis());
 
-    ApplicationAttemptStateData attemptState =
-        ApplicationAttemptStateData.newInstance(
-            applicationAttemptId,  getMasterContainer(),
-            rmStore.getCredentialsFromAppAttempt(this),
-            startTime, stateToBeStored, finalTrackingUrl, diags.toString(),
-            finalStatus, exitStatus,
-          getFinishTime(), resUsage.getMemorySeconds(),
-          resUsage.getVcoreSeconds(),
-          this.attemptMetrics.getPreemptedMemory(),
-          this.attemptMetrics.getPreemptedVcore());
+    ApplicationAttemptStateData attemptState = ApplicationAttemptStateData
+        .newInstance(applicationAttemptId, getMasterContainer(),
+            rmStore.getCredentialsFromAppAttempt(this), startTime,
+            stateToBeStored, finalTrackingUrl, diags.toString(), finalStatus, exitStatus,
+            getFinishTime(), resUsage.getResourceUsageSecondsMap(),
+            this.attemptMetrics.getPreemptedResourceSecondsMap());
     LOG.info("Updating application attempt " + applicationAttemptId
         + " with final state: " + targetedFinalState + ", and exit status: "
         + exitStatus);
@@ -1830,9 +1822,9 @@ public class RMAppAttemptImpl implements RMAppAttempt, Recoverable {
                 appAttempt.startTime, appAttempt.recoveredFinalState,
                 newTrackingUrl, appAttempt.getDiagnostics(), null,
                 ContainerExitStatus.INVALID, appAttempt.getFinishTime(),
-                resUsage.getMemorySeconds(), resUsage.getVcoreSeconds(),
-                appAttempt.attemptMetrics.getPreemptedMemory(),
-                appAttempt.attemptMetrics.getPreemptedVcore());
+                appAttempt.attemptMetrics.getAggregateAppResourceUsage()
+                    .getResourceUsageSecondsMap(),
+                appAttempt.attemptMetrics.getPreemptedResourceSecondsMap());
         appAttempt.rmContext.getStateStore()
             .updateApplicationAttemptState(attemptState);
       }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
index 0655609..8ef6d99 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmapp/attempt/RMAppAttemptMetrics.java
@@ -18,6 +18,8 @@
 
 package org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt;
 
+import java.util.HashMap;
+import java.util.Map;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.atomic.AtomicLong;
@@ -25,11 +27,13 @@ import java.util.concurrent.locks.ReentrantReadWriteLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock.ReadLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock.WriteLock;
 
+import org.apache.commons.lang.time.DateUtils;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.ApplicationResourceUsageReport;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainer;
@@ -49,10 +53,8 @@ public class RMAppAttemptMetrics {
   
   private ReadLock readLock;
   private WriteLock writeLock;
-  private AtomicLong finishedMemorySeconds = new AtomicLong(0);
-  private AtomicLong finishedVcoreSeconds = new AtomicLong(0);
-  private AtomicLong preemptedMemorySeconds = new AtomicLong(0);
-  private AtomicLong preemptedVcoreSeconds = new AtomicLong(0);
+  private Map<String, AtomicLong> resourceUsageMap = new HashMap<>();
+  private Map<String, AtomicLong> preemptedResourceMap = new HashMap<>();
   private RMContext rmContext;
 
   private int[][] localityStatistics =
@@ -102,11 +104,16 @@ public class RMAppAttemptMetrics {
   }
 
   public long getPreemptedMemory() {
-    return preemptedMemorySeconds.get();
+    return preemptedResourceMap.get(ResourceInformation.MEMORY_MB.getName())
+        .get();
   }
 
   public long getPreemptedVcore() {
-    return preemptedVcoreSeconds.get();
+    return preemptedResourceMap.get(ResourceInformation.VCORES.getName()).get();
+  }
+
+  public Map<String, Long> getPreemptedResourceSecondsMap() {
+    return convertAtomicLongMaptoLongMap(preemptedResourceMap);
   }
 
   public int getNumNonAMContainersPreempted() {
@@ -122,35 +129,90 @@ public class RMAppAttemptMetrics {
   }
 
   public AggregateAppResourceUsage getAggregateAppResourceUsage() {
-    long memorySeconds = finishedMemorySeconds.get();
-    long vcoreSeconds = finishedVcoreSeconds.get();
+    Map<String, Long> resourcesUsed =
+        convertAtomicLongMaptoLongMap(resourceUsageMap);
 
     // Only add in the running containers if this is the active attempt.
     RMApp rmApp = rmContext.getRMApps().get(attemptId.getApplicationId());
-    if (null != rmApp) {
-      RMAppAttempt currentAttempt = rmApp.getCurrentAppAttempt();
+    if (rmApp != null) {
+      RMAppAttempt currentAttempt = rmContext.getRMApps().get(attemptId.getApplicationId()).getCurrentAppAttempt();
       if (currentAttempt.getAppAttemptId().equals(attemptId)) {
-        ApplicationResourceUsageReport appResUsageReport = rmContext
-                .getScheduler().getAppResourceUsageReport(attemptId);
+        ApplicationResourceUsageReport appResUsageReport =
+            rmContext.getScheduler().getAppResourceUsageReport(attemptId);
         if (appResUsageReport != null) {
-          memorySeconds += appResUsageReport.getMemorySeconds();
-          vcoreSeconds += appResUsageReport.getVcoreSeconds();
+          Map<String, Long> tmp = appResUsageReport.getResourceSecondsMap();
+          for (Map.Entry<String, Long> entry : tmp.entrySet()) {
+            if (resourcesUsed.containsKey(entry.getKey())) {
+              Long value = resourcesUsed.get(entry.getKey());
+              value += entry.getValue();
+              resourcesUsed.put(entry.getKey(), value);
+            } else{
+              resourcesUsed.put(entry.getKey(), entry.getValue());
+            }
+          }
         }
       }
     }
-    return new AggregateAppResourceUsage(memorySeconds, vcoreSeconds);
+    return new AggregateAppResourceUsage(resourcesUsed);
+  }
+
+  public void updateAggregateAppResourceUsage(Resource allocated,
+      long deltaUsedMillis) {
+    updateUsageMap(allocated, deltaUsedMillis, resourceUsageMap);
+  }
+
+  public void updateAggregatePreemptedAppResourceUsage(Resource allocated,
+      long deltaUsedMillis) {
+    updateUsageMap(allocated, deltaUsedMillis, preemptedResourceMap);
   }
 
-  public void updateAggregateAppResourceUsage(long finishedMemorySeconds,
-                                        long finishedVcoreSeconds) {
-    this.finishedMemorySeconds.addAndGet(finishedMemorySeconds);
-    this.finishedVcoreSeconds.addAndGet(finishedVcoreSeconds);
+  public void updateAggregateAppResourceUsage(
+      Map<String, Long> resourceSecondsMap) {
+    updateUsageMap(resourceSecondsMap, resourceUsageMap);
   }
 
   public void updateAggregatePreemptedAppResourceUsage(
-      long preemptedMemorySeconds, long preemptedVcoreSeconds) {
-    this.preemptedMemorySeconds.addAndGet(preemptedMemorySeconds);
-    this.preemptedVcoreSeconds.addAndGet(preemptedVcoreSeconds);
+      Map<String, Long> preemptedResourceSecondsMap) {
+    updateUsageMap(preemptedResourceSecondsMap, preemptedResourceMap);
+  }
+
+  private void updateUsageMap(Resource allocated, long deltaUsedMillis,
+      Map<String, AtomicLong> targetMap) {
+    for (Map.Entry<String, ResourceInformation> entry : allocated.getResources()
+        .entrySet()) {
+      AtomicLong resourceUsed;
+      if (!targetMap.containsKey(entry.getKey())) {
+        resourceUsed = new AtomicLong(0);
+        targetMap.put(entry.getKey(), resourceUsed);
+
+      }
+      resourceUsed = targetMap.get(entry.getKey());
+      resourceUsed.addAndGet((entry.getValue().getValue() * deltaUsedMillis)
+          / DateUtils.MILLIS_PER_SECOND);
+    }
+  }
+
+  private void updateUsageMap(Map<String, Long> sourceMap,
+      Map<String, AtomicLong> targetMap) {
+    for (Map.Entry<String, Long> entry : sourceMap.entrySet()) {
+      AtomicLong resourceUsed;
+      if (!targetMap.containsKey(entry.getKey())) {
+        resourceUsed = new AtomicLong(0);
+        targetMap.put(entry.getKey(), resourceUsed);
+
+      }
+      resourceUsed = targetMap.get(entry.getKey());
+      resourceUsed.set(entry.getValue());
+    }
+  }
+
+  private Map<String, Long> convertAtomicLongMaptoLongMap(
+      Map<String, AtomicLong> source) {
+    Map<String, Long> ret = new HashMap<>();
+    for (Map.Entry<String, AtomicLong> entry : source.entrySet()) {
+      ret.put(entry.getKey(), entry.getValue().get());
+    }
+    return ret;
   }
 
   public void incNumAllocatedContainers(NodeType containerType,
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmcontainer/RMContainerImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmcontainer/RMContainerImpl.java
index b185495..76933f1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmcontainer/RMContainerImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/rmcontainer/RMContainerImpl.java
@@ -25,7 +25,6 @@ import java.util.concurrent.locks.ReentrantReadWriteLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock.ReadLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock.WriteLock;
 
-import org.apache.commons.lang.time.DateUtils;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
@@ -716,20 +715,15 @@ public class RMContainerImpl implements RMContainer {
 
       if (rmAttempt != null) {
         long usedMillis = container.finishTime - container.creationTime;
-        long memorySeconds = resource.getMemorySize()
-                              * usedMillis / DateUtils.MILLIS_PER_SECOND;
-        long vcoreSeconds = resource.getVirtualCores()
-                             * usedMillis / DateUtils.MILLIS_PER_SECOND;
         rmAttempt.getRMAppAttemptMetrics()
-                  .updateAggregateAppResourceUsage(memorySeconds,vcoreSeconds);
+            .updateAggregateAppResourceUsage(resource, usedMillis);
         // If this is a preempted container, update preemption metrics
         if (ContainerExitStatus.PREEMPTED == container.finishedStatus
-                .getExitStatus()) {
-          rmAttempt.getRMAppAttemptMetrics().updatePreemptionInfo(resource,
-                  container);
+            .getExitStatus()) {
           rmAttempt.getRMAppAttemptMetrics()
-                  .updateAggregatePreemptedAppResourceUsage(memorySeconds,
-                          vcoreSeconds);
+              .updatePreemptionInfo(resource, container);
+          rmAttempt.getRMAppAttemptMetrics()
+              .updateAggregatePreemptedAppResourceUsage(resource, usedMillis);
         }
       }
     }
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/SchedulerApplicationAttempt.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
index 05dc834..1785dfb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/SchedulerApplicationAttempt.java
@@ -55,11 +55,13 @@ import org.apache.hadoop.yarn.api.records.NMToken;
 import org.apache.hadoop.yarn.api.records.NodeId;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.UpdateContainerError;
 import org.apache.hadoop.yarn.nodelabels.CommonNodeLabelsManager;
 import org.apache.hadoop.yarn.server.api.ContainerType;
 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.rmapp.RMApp;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.AggregateAppResourceUsage;
@@ -107,9 +109,7 @@ public class SchedulerApplicationAttempt implements SchedulableEntity {
 
   private static final long MEM_AGGREGATE_ALLOCATION_CACHE_MSECS = 3000;
   protected long lastMemoryAggregateAllocationUpdateTime = 0;
-  private long lastMemorySeconds = 0;
-  private long lastVcoreSeconds = 0;
-
+  private Map<String, Long> lastResourceSecondsMap = new HashMap<>();
   protected final AppSchedulingInfo appSchedulingInfo;
   protected ApplicationAttemptId attemptId;
   protected Map<ContainerId, RMContainer> liveContainers =
@@ -1002,22 +1002,24 @@ public class SchedulerApplicationAttempt implements SchedulableEntity {
     // recently.
     if ((currentTimeMillis - lastMemoryAggregateAllocationUpdateTime)
         > MEM_AGGREGATE_ALLOCATION_CACHE_MSECS) {
-      long memorySeconds = 0;
-      long vcoreSeconds = 0;
+      Map<String, Long> resourceSecondsMap = new HashMap<>();
       for (RMContainer rmContainer : this.liveContainers.values()) {
         long usedMillis = currentTimeMillis - rmContainer.getCreationTime();
         Resource resource = rmContainer.getContainer().getResource();
-        memorySeconds += resource.getMemorySize() * usedMillis /
-            DateUtils.MILLIS_PER_SECOND;
-        vcoreSeconds += resource.getVirtualCores() * usedMillis  
-            / DateUtils.MILLIS_PER_SECOND;
+        for (Map.Entry<String, ResourceInformation> entry : resource
+            .getResources().entrySet()) {
+          long value = RMServerUtils
+              .getOrDefault(resourceSecondsMap, entry.getKey(), 0L);
+          value += entry.getValue().getValue() * usedMillis
+              / DateUtils.MILLIS_PER_SECOND;
+          resourceSecondsMap.put(entry.getKey(), value);
+        }
       }
 
       lastMemoryAggregateAllocationUpdateTime = currentTimeMillis;
-      lastMemorySeconds = memorySeconds;
-      lastVcoreSeconds = vcoreSeconds;
+      lastResourceSecondsMap = resourceSecondsMap;
     }
-    return new AggregateAppResourceUsage(lastMemorySeconds, lastVcoreSeconds);
+    return new AggregateAppResourceUsage(lastResourceSecondsMap);
   }
 
   public ApplicationResourceUsageReport getResourceUsageReport() {
@@ -1032,6 +1034,11 @@ public class SchedulerApplicationAttempt implements SchedulableEntity {
       Resource cluster = rmContext.getScheduler().getClusterResource();
       ResourceCalculator calc =
           rmContext.getScheduler().getResourceCalculator();
+      Map<String, Long> preemptedResourceSecondsMaps = new HashMap<>();
+      preemptedResourceSecondsMaps
+          .put(ResourceInformation.MEMORY_MB.getName(), 0L);
+      preemptedResourceSecondsMaps
+          .put(ResourceInformation.VCORES.getName(), 0L);
       float queueUsagePerc = 0.0f;
       float clusterUsagePerc = 0.0f;
       if (!calc.isInvalidDivisor(cluster)) {
@@ -1041,15 +1048,15 @@ public class SchedulerApplicationAttempt implements SchedulableEntity {
           queueUsagePerc = calc.divide(cluster, usedResourceClone,
               Resources.multiply(cluster, queueCapacityPerc)) * 100;
         }
-        clusterUsagePerc = calc.divide(cluster, usedResourceClone, cluster)
-            * 100;
+        clusterUsagePerc =
+            calc.divide(cluster, usedResourceClone, cluster) * 100;
       }
-      return ApplicationResourceUsageReport.newInstance(liveContainers.size(),
-          reservedContainers.size(), usedResourceClone, reservedResourceClone,
-          Resources.add(usedResourceClone, reservedResourceClone),
-          runningResourceUsage.getMemorySeconds(),
-          runningResourceUsage.getVcoreSeconds(), queueUsagePerc,
-          clusterUsagePerc, 0, 0);
+      return ApplicationResourceUsageReport
+          .newInstance(liveContainers.size(), reservedContainers.size(),
+              usedResourceClone, reservedResourceClone,
+              Resources.add(usedResourceClone, reservedResourceClone),
+              runningResourceUsage.getResourceUsageSecondsMap(), queueUsagePerc,
+              clusterUsagePerc, preemptedResourceSecondsMaps);
     } finally {
       writeLock.unlock();
     }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/RMAppBlock.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/RMAppBlock.java
index 3f774e5..bbc35fc 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/RMAppBlock.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/RMAppBlock.java
@@ -44,6 +44,7 @@ import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttempt;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptMetrics;
 import org.apache.hadoop.yarn.server.resourcemanager.webapp.dao.AppAttemptInfo;
 import org.apache.hadoop.yarn.server.webapp.AppBlock;
+import org.apache.hadoop.yarn.util.StringHelper;
 import org.apache.hadoop.yarn.util.resource.Resources;
 import org.apache.hadoop.yarn.webapp.hamlet.Hamlet;
 import org.apache.hadoop.yarn.webapp.hamlet.Hamlet.DIV;
@@ -106,15 +107,12 @@ public class RMAppBlock extends AppBlock{
           attemptResourcePreempted)
         ._("Number of Non-AM Containers Preempted from Current Attempt:",
           attemptNumNonAMContainerPreempted)
-        ._("Aggregate Resource Allocation:",
-          String.format("%d MB-seconds, %d vcore-seconds",
-              appMetrics == null ? "N/A" : appMetrics.getMemorySeconds(),
-              appMetrics == null ? "N/A" : appMetrics.getVcoreSeconds()))
+        ._("Aggregate Resource Allocation:", appMetrics == null ? "N/A" :
+            StringHelper
+                .getResourceSecondsString(appMetrics.getResourceSecondsMap()))
         ._("Aggregate Preempted Resource Allocation:",
-          String.format("%d MB-seconds, %d vcore-seconds",
-            appMetrics == null ? "N/A" : appMetrics.getPreemptedMemorySeconds(),
-            appMetrics == null ? "N/A" :
-                appMetrics.getPreemptedVcoreSeconds()));
+            appMetrics == null ? "N/A" : StringHelper.getResourceSecondsString(
+                appMetrics.getPreemptedResourceSecondsMap()));
 
     pdiv._();
   }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
index 7fed3df..bff8612 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
@@ -101,6 +101,7 @@ public class AppInfo {
   private long vcoreSeconds;
   protected float queueUsagePercentage;
   protected float clusterUsagePercentage;
+  protected Map<String, Long> resourceSecondsMap;
 
   // preemption info fields
   private long preemptedResourceMB;
@@ -109,6 +110,7 @@ public class AppInfo {
   private int numAMContainerPreempted;
   private long preemptedMemorySeconds;
   private long preemptedVcoreSeconds;
+  protected Map<String, Long> preemptedResourceSecondsMap;
 
   // list of resource requests
   @XmlElement(name = "resourceRequests")
@@ -234,8 +236,10 @@ public class AppInfo {
           appMetrics.getResourcePreempted().getVirtualCores();
       memorySeconds = appMetrics.getMemorySeconds();
       vcoreSeconds = appMetrics.getVcoreSeconds();
+      resourceSecondsMap = appMetrics.getResourceSecondsMap();
       preemptedMemorySeconds = appMetrics.getPreemptedMemorySeconds();
       preemptedVcoreSeconds = appMetrics.getPreemptedVcoreSeconds();
+      preemptedResourceSecondsMap = appMetrics.getPreemptedResourceSecondsMap();
       ApplicationSubmissionContext appSubmissionContext =
           app.getApplicationSubmissionContext();
       unmanagedApplication = appSubmissionContext.getUnmanagedAM();
@@ -454,6 +458,22 @@ public class AppInfo {
     return this.reservedVCores;
   }
 
+  public long getPreemptedMB() {
+    return preemptedResourceMB;
+  }
+
+  public long getPreemptedVCores() {
+    return preemptedResourceVCores;
+  }
+
+  public int getNumNonAMContainersPreempted() {
+    return numNonAMContainerPreempted;
+  }
+  
+  public int getNumAMContainersPreempted() {
+    return numAMContainerPreempted;
+  }
+
   public long getMemorySeconds() {
     return memorySeconds;
   }
@@ -462,6 +482,10 @@ public class AppInfo {
     return vcoreSeconds;
   }
 
+  public Map<String, Long> getResourceSecondsMap() {
+    return resourceSecondsMap;
+  }
+
   public long getPreemptedMemorySeconds() {
     return preemptedMemorySeconds;
   }
@@ -470,6 +494,10 @@ public class AppInfo {
     return preemptedVcoreSeconds;
   }
 
+  public Map<String, Long> getPreemptedResourceSecondsMap() {
+    return preemptedResourceSecondsMap;
+  }
+  
   public List<ResourceRequestInfo> getResourceRequests() {
     return this.resourceRequests;
   }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
index 5083943..e13980a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/ResourceInfo.java
@@ -20,46 +20,68 @@ package org.apache.hadoop.yarn.server.resourcemanager.webapp.dao;
 
 import javax.xml.bind.annotation.XmlAccessType;
 import javax.xml.bind.annotation.XmlAccessorType;
+import javax.xml.bind.annotation.XmlElement;
 import javax.xml.bind.annotation.XmlRootElement;
 
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.util.resource.Resources;
 
 @XmlRootElement
-@XmlAccessorType(XmlAccessType.FIELD)
+@XmlAccessorType(XmlAccessType.NONE)
 public class ResourceInfo {
+
+  @XmlElement
   long memory;
+  @XmlElement
   int vCores;
-  
+
+  private Resource resources;
+
   public ResourceInfo() {
   }
 
   public ResourceInfo(Resource res) {
     memory = res.getMemorySize();
     vCores = res.getVirtualCores();
+    resources = Resources.clone(res);
   }
 
   public long getMemorySize() {
-    return memory;
+    if (resources == null) {
+      resources = Resource.newInstance(memory, vCores);
+    }
+    return resources.getMemorySize();
   }
 
   public int getvCores() {
-    return vCores;
+    if (resources == null) {
+      resources = Resource.newInstance(memory, vCores);
+    }
+    return resources.getVirtualCores();
   }
-  
+
   @Override
   public String toString() {
-    return "<memory:" + memory + ", vCores:" + vCores + ">";
+    return resources.toString();
   }
 
   public void setMemory(int memory) {
+    if (resources == null) {
+      resources = Resource.newInstance(memory, vCores);
+    }
     this.memory = memory;
+    resources.setMemorySize(memory);
   }
 
   public void setvCores(int vCores) {
+    if (resources == null) {
+      resources = Resource.newInstance(memory, vCores);
+    }
     this.vCores = vCores;
+    resources.setVirtualCores(vCores);
   }
 
   public Resource getResource() {
-    return Resource.newInstance(memory, vCores);
+    return Resource.newInstance(resources);
   }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
index cf93edd..887b854 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/SchedulerInfo.java
@@ -73,7 +73,7 @@ public class SchedulerInfo {
   }
 
   public String getSchedulerResourceTypes() {
-    return this.schedulingResourceTypes.toString();
+    return minAllocResource.getResource().getResources().keySet().toString();
   }
 
   public int getMaxClusterLevelAppPriority() {
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/proto/yarn_server_resourcemanager_recovery.proto b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/proto/yarn_server_resourcemanager_recovery.proto
index 247cd21..39a56a8 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/proto/yarn_server_resourcemanager_recovery.proto
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/proto/yarn_server_resourcemanager_recovery.proto
@@ -87,6 +87,8 @@ message ApplicationAttemptStateDataProto {
     optional int64 finish_time = 12;
     optional int64 preempted_memory_seconds = 13;
     optional int64 preempted_vcore_seconds = 14;
+    repeated StringLongMapProto application_resource_usage_map = 15;
+    repeated StringLongMapProto preempted_resource_usage_map = 16;
 }
 
 message EpochProto {
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 ace4ed9..3a959b5 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
@@ -35,6 +35,7 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 import java.util.concurrent.ConcurrentMap;
 
 import org.apache.commons.logging.Log;
@@ -56,6 +57,7 @@ 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.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
 import org.apache.hadoop.yarn.event.AsyncDispatcher;
@@ -827,9 +829,12 @@ public class TestAppManager{
     when(app.getState()).thenReturn(RMAppState.RUNNING);
     when(app.getApplicationType()).thenReturn("MAPREDUCE");
     when(app.getSubmitTime()).thenReturn(1000L);
+    Map<String, Long> resourceSecondsMap = new HashMap<>();
+    resourceSecondsMap.put(ResourceInformation.MEMORY_MB.getName(), 16384L);
+    resourceSecondsMap.put(ResourceInformation.VCORES.getName(), 64L);
     RMAppMetrics metrics =
         new RMAppMetrics(Resource.newInstance(1234, 56),
-            10, 1, 16384, 64, 0, 0);
+            10, 1, resourceSecondsMap, new HashMap<String, Long>());
     when(app.getRMAppMetrics()).thenReturn(metrics);
 
     RMAppManager.ApplicationSummary.SummaryBuilder summary =
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestContainerResourceUsage.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestContainerResourceUsage.java
index 11fe056..3508ab4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestContainerResourceUsage.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/TestContainerResourceUsage.java
@@ -23,6 +23,7 @@ import java.util.ArrayList;
 import java.util.Collection;
 import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 
 import org.apache.commons.lang.time.DateUtils;
 import org.apache.hadoop.security.UserGroupInformation;
@@ -32,6 +33,7 @@ import org.apache.hadoop.yarn.api.records.Container;
 import org.apache.hadoop.yarn.api.records.ContainerId;
 import org.apache.hadoop.yarn.api.records.ContainerState;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
 import org.apache.hadoop.yarn.server.resourcemanager.recovery.MemoryRMStateStore;
@@ -424,6 +426,9 @@ public class TestContainerResourceUsage {
                           * usedMillis / DateUtils.MILLIS_PER_SECOND;
     long vcoreSeconds = resource.getVirtualCores()
                           * usedMillis / DateUtils.MILLIS_PER_SECOND;
-    return new AggregateAppResourceUsage(memorySeconds, vcoreSeconds);
+    Map<String, Long> map = new HashMap<>();
+    map.put(ResourceInformation.MEMORY_MB.getName(), memorySeconds);
+    map.put(ResourceInformation.VCORES.getName(), vcoreSeconds);
+    return new AggregateAppResourceUsage(map);
   }
 }
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/applicationsmanager/MockAsm.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/applicationsmanager/MockAsm.java
index f826631..cdb3ba1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/applicationsmanager/MockAsm.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/applicationsmanager/MockAsm.java
@@ -18,6 +18,7 @@
 package org.apache.hadoop.yarn.server.resourcemanager.applicationsmanager;
 
 import java.util.Collection;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
@@ -189,7 +190,8 @@ public abstract class MockAsm extends MockApps {
 
     @Override
     public RMAppMetrics getRMAppMetrics() {
-      return new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, 0, 0, 0, 0);
+      return new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, new HashMap<String, Long>(),
+          new HashMap<String, Long>());
     }
 
     @Override
@@ -337,8 +339,9 @@ public abstract class MockAsm extends MockApps {
       public ApplicationReport createAndGetApplicationReport(
           String clientUserName, boolean allowAccess) {
         ApplicationResourceUsageReport usageReport =
-            ApplicationResourceUsageReport.newInstance(0, 0, null, null, null, 
-            0, 0, 0, 0, 0, 0);
+            ApplicationResourceUsageReport
+                .newInstance(0, 0, null, null, null, new HashMap<String, Long>(), 0, 0,
+                    new HashMap<String, Long>());
         ApplicationReport report = ApplicationReport.newInstance(
             getApplicationId(), appAttemptId, getUser(), getQueue(), 
             getName(), null, 0, null, null, getDiagnostics().toString(), 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisher.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisher.java
index 5321916..36e35d4 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisher.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisher.java
@@ -24,6 +24,7 @@ import static org.mockito.Mockito.when;
 import java.util.Collection;
 import java.util.Collections;
 import java.util.EnumSet;
+import java.util.HashMap;
 import java.util.HashSet;
 import java.util.Map;
 import java.util.Set;
@@ -40,6 +41,7 @@ import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.NodeId;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
 import org.apache.hadoop.yarn.api.records.YarnApplicationState;
@@ -505,9 +507,16 @@ public class TestSystemMetricsPublisher {
     when(app.getCurrentAppAttempt()).thenReturn(appAttempt);
     when(app.getFinalApplicationStatus()).thenReturn(
         FinalApplicationStatus.UNDEFINED);
-    when(app.getRMAppMetrics()).thenReturn(
-        new RMAppMetrics(null, 0, 0, Integer.MAX_VALUE, Long.MAX_VALUE,
-            Integer.MAX_VALUE, Long.MAX_VALUE));
+    Map<String, Long> resourceMap = new HashMap<>();
+    resourceMap
+        .put(ResourceInformation.MEMORY_MB.getName(), (long) Integer.MAX_VALUE);
+    resourceMap.put(ResourceInformation.VCORES.getName(), Long.MAX_VALUE);
+    Map<String, Long> preemptedMap = new HashMap<>();
+    preemptedMap
+        .put(ResourceInformation.MEMORY_MB.getName(), (long) Integer.MAX_VALUE);
+    preemptedMap.put(ResourceInformation.VCORES.getName(), Long.MAX_VALUE);
+    when(app.getRMAppMetrics())
+        .thenReturn(new RMAppMetrics(null, 0, 0, resourceMap, preemptedMap));
     Set<String> appTags = new HashSet<String>();
     appTags.add("test");
     appTags.add("tags");
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisherForV2.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisherForV2.java
index ad71f6e..3aeafc9 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisherForV2.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/metrics/TestSystemMetricsPublisherForV2.java
@@ -29,6 +29,8 @@ import java.io.File;
 import java.io.FileReader;
 import java.io.IOException;
 import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentMap;
 
@@ -46,6 +48,7 @@ import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
 import org.apache.hadoop.yarn.api.records.NodeId;
 import org.apache.hadoop.yarn.api.records.Priority;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceInformation;
 import org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntity;
 import org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntityType;
 import org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent;
@@ -358,15 +361,20 @@ public class TestSystemMetricsPublisherForV2 {
     when(app.getDiagnostics()).thenReturn(
         new StringBuilder("test diagnostics info"));
     RMAppAttempt appAttempt = mock(RMAppAttempt.class);
-    when(appAttempt.getAppAttemptId()).thenReturn(
-        ApplicationAttemptId.newInstance(appId, 1));
+    when(appAttempt.getAppAttemptId())
+        .thenReturn(ApplicationAttemptId.newInstance(appId, 1));
     when(app.getCurrentAppAttempt()).thenReturn(appAttempt);
-    when(app.getFinalApplicationStatus()).thenReturn(
-        FinalApplicationStatus.UNDEFINED);
+    when(app.getFinalApplicationStatus())
+        .thenReturn(FinalApplicationStatus.UNDEFINED);
+    Map<String, Long> resourceSecondsMap = new HashMap<>();
+    resourceSecondsMap
+        .put(ResourceInformation.MEMORY_MB.getName(), (long) Integer.MAX_VALUE);
+    resourceSecondsMap
+        .put(ResourceInformation.VCORES.getName(), Long.MAX_VALUE);
     when(app.getRMAppMetrics()).thenReturn(
-        new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, Integer.MAX_VALUE,
-            Long.MAX_VALUE, Long.MAX_VALUE, Long.MAX_VALUE));
-    when(app.getApplicationTags()).thenReturn(Collections.<String> emptySet());
+        new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, resourceSecondsMap,
+            new HashMap<String, Long>()));
+    when(app.getApplicationTags()).thenReturn(Collections.<String>emptySet());
     ApplicationSubmissionContext appSubmissionContext =
         mock(ApplicationSubmissionContext.class);
     when(appSubmissionContext.getPriority())
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStoreTestBase.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStoreTestBase.java
index fdac89c..a1339f6 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStoreTestBase.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/RMStateStoreTestBase.java
@@ -194,7 +194,7 @@ public class RMStateStoreTestBase {
     when(mockAttempt.getRMAppAttemptMetrics())
         .thenReturn(mockRmAppAttemptMetrics);
     when(mockRmAppAttemptMetrics.getAggregateAppResourceUsage())
-        .thenReturn(new AggregateAppResourceUsage(0, 0));
+        .thenReturn(new AggregateAppResourceUsage(new HashMap<String, Long>()));
     dispatcher.attemptId = attemptId;
     store.storeNewApplicationAttempt(mockAttempt);
     waitNotify(dispatcher);
@@ -292,7 +292,7 @@ public class RMStateStoreTestBase {
     when(mockRemovedAttempt.getRMAppAttemptMetrics())
         .thenReturn(mockRmAppAttemptMetrics);
     when(mockRmAppAttemptMetrics.getAggregateAppResourceUsage())
-        .thenReturn(new AggregateAppResourceUsage(0,0));
+        .thenReturn(new AggregateAppResourceUsage(new HashMap<String, Long>()));
     attempts.put(attemptIdRemoved, mockRemovedAttempt);
     store.removeApplication(mockRemovedApp);
 
@@ -369,7 +369,7 @@ public class RMStateStoreTestBase {
             oldAttemptState.getStartTime(), RMAppAttemptState.FINISHED,
             "myTrackingUrl", "attemptDiagnostics",
             FinalApplicationStatus.SUCCEEDED, 100,
-            oldAttemptState.getFinishTime(), 0, 0, 0, 0);
+            oldAttemptState.getFinishTime(), new HashMap<String, Long>(), new HashMap<String, Long>());
     store.updateApplicationAttemptState(newAttemptState);
 
     // test updating the state of an app/attempt whose initial state was not
@@ -393,7 +393,7 @@ public class RMStateStoreTestBase {
             oldAttemptState.getStartTime(), RMAppAttemptState.FINISHED,
             "myTrackingUrl", "attemptDiagnostics",
             FinalApplicationStatus.SUCCEEDED, 111,
-            oldAttemptState.getFinishTime(), 0, 0, 0, 0);
+            oldAttemptState.getFinishTime(), new HashMap<String, Long>(), new HashMap<String, Long>());
     store.updateApplicationAttemptState(dummyAttempt);
 
     // let things settle down
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/TestZKRMStateStore.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/TestZKRMStateStore.java
index fbacac0..5d8f1e1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/TestZKRMStateStore.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/recovery/TestZKRMStateStore.java
@@ -34,12 +34,7 @@ import org.apache.hadoop.security.token.Token;
 import org.apache.hadoop.security.token.delegation.DelegationKey;
 import org.apache.hadoop.service.Service;
 import org.apache.hadoop.test.GenericTestUtils;
-import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
-import org.apache.hadoop.yarn.api.records.ApplicationId;
-import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
-import org.apache.hadoop.yarn.api.records.Container;
-import org.apache.hadoop.yarn.api.records.ContainerId;
-import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
+import org.apache.hadoop.yarn.api.records.*;
 import org.apache.hadoop.yarn.api.records.impl.pb.ApplicationSubmissionContextPBImpl;
 import org.apache.hadoop.yarn.api.records.impl.pb.ContainerPBImpl;
 import org.apache.hadoop.yarn.conf.HAUtil;
@@ -554,7 +549,7 @@ public class TestZKRMStateStore extends RMStateStoreTestBase {
     when(mockAttempt.getRMAppAttemptMetrics())
         .thenReturn(mockRmAppAttemptMetrics);
     when(mockRmAppAttemptMetrics.getAggregateAppResourceUsage())
-        .thenReturn(new AggregateAppResourceUsage(0,0));
+        .thenReturn(new AggregateAppResourceUsage(new HashMap<String, Long>()));
     store.storeNewApplicationAttempt(mockAttempt);
     assertEquals("RMStateStore should have been in fenced state",
             true, store.isFencedState());
@@ -566,7 +561,7 @@ public class TestZKRMStateStore extends RMStateStoreTestBase {
             store.getCredentialsFromAppAttempt(mockAttempt),
             startTime, RMAppAttemptState.FINISHED, "testUrl", 
             "test", FinalApplicationStatus.SUCCEEDED, 100, 
-            finishTime, 0, 0, 0, 0);
+            finishTime, new HashMap<String, Long>(), new HashMap<String, Long>());
     store.updateApplicationAttemptState(newAttemptState);
     assertEquals("RMStateStore should have been in fenced state",
             true, store.isFencedState());
@@ -803,10 +798,20 @@ public class TestZKRMStateStore extends RMStateStoreTestBase {
   private static ApplicationAttemptStateData createFinishedAttempt(
       ApplicationAttemptId attemptId, Container container, long startTime,
       int amExitStatus) {
+    Map<String, Long> resourceSecondsMap = new HashMap<>();
+    Map<String, Long> preemptedResoureSecondsMap = new HashMap<>();
+    resourceSecondsMap
+        .put(ResourceInformation.MEMORY_MB.getName(), 0L);
+    resourceSecondsMap
+        .put(ResourceInformation.VCORES.getName(), 0L);
+    preemptedResoureSecondsMap.put(ResourceInformation.MEMORY_MB.getName(),
+        0L);
+    preemptedResoureSecondsMap
+        .put(ResourceInformation.VCORES.getName(), 0L);
     return ApplicationAttemptStateData.newInstance(attemptId,
         container, null, startTime, RMAppAttemptState.FINISHED,
         "myTrackingUrl", "attemptDiagnostics", FinalApplicationStatus.SUCCEEDED,
-        amExitStatus, 0, 0, 0, 0, 0);
+        amExitStatus, 0, resourceSecondsMap, preemptedResoureSecondsMap);
   }
 
   private ApplicationAttemptId storeAttempt(RMStateStore store,
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestAppPage.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestAppPage.java
index d9ed073..e67e1cb 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestAppPage.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestAppPage.java
@@ -22,6 +22,7 @@ import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
 
 import java.io.IOException;
+import java.util.HashMap;
 
 import org.apache.hadoop.yarn.api.records.ApplicationId;
 import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
@@ -62,9 +63,10 @@ public class TestAppPage {
     when(app.getStartTime()).thenReturn(0L);
     when(app.getFinishTime()).thenReturn(0L);
     when(app.createApplicationState()).thenReturn(YarnApplicationState.FAILED);
-    
-    RMAppMetrics appMetrics = new RMAppMetrics(
-        Resource.newInstance(0, 0), 0, 0, 0, 0, 0, 0);
+
+    RMAppMetrics appMetrics =
+        new RMAppMetrics(Resource.newInstance(0, 0), 0, 0, new HashMap<String, Long>(),
+            new HashMap<String, Long>());
     when(app.getRMAppMetrics()).thenReturn(appMetrics);
     
     // initialize RM Context, and create RMApp, without creating RMAppAttempt
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebAppFairScheduler.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebAppFairScheduler.java
index 8c00b39..6bd78c1 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebAppFairScheduler.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebAppFairScheduler.java
@@ -51,6 +51,7 @@ import org.junit.Test;
 
 import java.io.IOException;
 import java.util.Arrays;
+import java.util.HashMap;
 import java.util.List;
 import java.util.concurrent.ConcurrentMap;
 
@@ -136,8 +137,8 @@ public class TestRMWebAppFairScheduler {
       MockRMApp app = new MockRMApp(i, i, state) {
         @Override
         public RMAppMetrics getRMAppMetrics() {
-          return new RMAppMetrics(Resource.newInstance(0, 0),
-              0, 0, 0, 0, 0, 0);
+          return new RMAppMetrics(Resource.newInstance(0, 0), 0, 0,
+              new HashMap<String, Long>(), new HashMap<String, Long>());
         }
         @Override
         public YarnApplicationState createApplicationState() {


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[hadoop] 09/33: YARN-5588. [Partial backport] [YARN-3926] Add support for resource profiles in distributed shell. Contributed by Varun Vasudev.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 13fad19946b3904f5bcc20769f175a2a17e38e4b
Author: Sunil G <su...@apache.org>
AuthorDate: Mon Feb 27 21:44:14 2017 +0530

    YARN-5588. [Partial backport] [YARN-3926] Add support for resource profiles in distributed shell. Contributed by Varun Vasudev.
    
    (cherry picked from commit 7805deed4896e470ebd2f6bbd1ba9962947c63cd)
---
 .../apache/hadoop/yarn/client/api/impl/TestAMRMClient.java   |  2 +-
 .../server/resourcemanager/scheduler/ClusterNodeTracker.java | 12 +++++++++---
 2 files changed, 10 insertions(+), 4 deletions(-)

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 ff8b27c..23fe31b 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
@@ -546,7 +546,7 @@ public class TestAMRMClient {
                   List<? extends Collection<ContainerRequest>> matches,
                   int matchSize) {
     assertEquals(1, matches.size());
-    assertEquals(matches.get(0).size(), matchSize);
+    assertEquals(matchSize, matches.get(0).size());
   }
   
   @Test (timeout=60000)
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 431b963..484faef 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
@@ -220,9 +220,15 @@ public class ClusterNodeTracker<N extends SchedulerNode> {
         return configuredMaxAllocation;
       }
 
-      return Resources.createResource(
-          Math.min(configuredMaxAllocation.getMemorySize(), maxNodeMemory),
-          Math.min(configuredMaxAllocation.getVirtualCores(), maxNodeVCores));
+      Resource ret = Resources.clone(configuredMaxAllocation);
+      if (ret.getMemorySize() > maxNodeMemory) {
+        ret.setMemorySize(maxNodeMemory);
+      }
+      if (ret.getVirtualCores() > maxNodeVCores) {
+        ret.setVirtualCores(maxNodeVCores);
+      }
+
+      return ret;
     } finally {
       readLock.unlock();
     }


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[hadoop] 31/33: YARN-7137. [YARN-3926] Move newly added APIs to unstable in YARN-3926 branch. Contributed by Wangda Tan.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit db6ea292ca9c82803a07bc39f26384d858ee0d88
Author: Sunil G <su...@apache.org>
AuthorDate: Tue Sep 12 20:31:47 2017 +0530

    YARN-7137. [YARN-3926] Move newly added APIs to unstable in YARN-3926 branch. Contributed by Wangda Tan.
    
    (cherry picked from commit da0b6a354bf6f6bf37ca5a05a4a8eece09aa4893)
    (cherry picked from commit 74030d808cd95e26a0c48500c08d269fcb4150ee)
---
 .../apache/hadoop/yarn/api/records/Resource.java   | 24 +++++++++++-----------
 .../hadoop/yarn/api/records/ResourceRequest.java   |  1 +
 .../hadoop/yarn/util/resource/ResourceUtils.java   | 19 -----------------
 .../hadoop/yarn/util/resource/package-info.java    |  6 +-----
 .../server/resourcemanager/webapp/dao/AppInfo.java |  2 +-
 5 files changed, 15 insertions(+), 37 deletions(-)

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 be0ab58..7e8c01d 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
@@ -206,8 +206,8 @@ public abstract class Resource implements Comparable<Resource> {
    *
    * @return Map of resource name to ResourceInformation
    */
-  @Public
-  @Evolving
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
   public ResourceInformation[] getResources() {
     return resources;
   }
@@ -220,7 +220,7 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException if the resource can't be found
    */
   @Public
-  @Evolving
+  @InterfaceStability.Unstable
   public ResourceInformation getResourceInformation(String resource)
       throws ResourceNotFoundException {
     Integer index = ResourceUtils.getResourceTypeIndex().get(resource);
@@ -240,8 +240,8 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException
    *           if the resource can't be found
    */
-  @Public
-  @Evolving
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
   public ResourceInformation getResourceInformation(int index)
       throws ResourceNotFoundException {
     ResourceInformation ri = null;
@@ -262,7 +262,7 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException if the resource can't be found
    */
   @Public
-  @Evolving
+  @InterfaceStability.Unstable
   public long getResourceValue(String resource)
       throws ResourceNotFoundException {
     return getResourceInformation(resource).getValue();
@@ -276,7 +276,7 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException if the resource is not found
    */
   @Public
-  @Evolving
+  @InterfaceStability.Unstable
   public void setResourceInformation(String resource,
       ResourceInformation resourceInformation)
       throws ResourceNotFoundException {
@@ -302,8 +302,8 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException
    *           if the resource is not found
    */
-  @Public
-  @Evolving
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
   public void setResourceInformation(int index,
       ResourceInformation resourceInformation)
       throws ResourceNotFoundException {
@@ -323,7 +323,7 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException if the resource is not found
    */
   @Public
-  @Evolving
+  @InterfaceStability.Unstable
   public void setResourceValue(String resource, long value)
       throws ResourceNotFoundException {
     if (resource.equals(ResourceInformation.MEMORY_URI)) {
@@ -350,8 +350,8 @@ public abstract class Resource implements Comparable<Resource> {
    * @throws ResourceNotFoundException
    *           if the resource is not found
    */
-  @Public
-  @Evolving
+  @InterfaceAudience.Private
+  @InterfaceStability.Unstable
   public void setResourceValue(int index, long value)
       throws ResourceNotFoundException {
     try {
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 94eda7c..e1a98ae 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
@@ -21,6 +21,7 @@ package org.apache.hadoop.yarn.api.records;
 import java.io.Serializable;
 
 import org.apache.hadoop.classification.InterfaceAudience.Public;
+import org.apache.hadoop.classification.InterfaceStability;
 import org.apache.hadoop.classification.InterfaceStability.Evolving;
 import org.apache.hadoop.classification.InterfaceStability.Stable;
 import org.apache.hadoop.classification.InterfaceStability.Unstable;
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
index 110453a..1da5d6a 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/ResourceUtils.java
@@ -49,8 +49,6 @@ import java.util.concurrent.ConcurrentHashMap;
 /**
  * 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";
@@ -65,7 +63,6 @@ public class ResourceUtils {
   private static final Map<String, Integer> RESOURCE_NAME_TO_INDEX =
       new ConcurrentHashMap<String, Integer>();
   private static volatile Map<String, ResourceInformation> resourceTypes;
-  private static volatile String[] resourceNamesArray;
   private static volatile ResourceInformation[] resourceTypesArray;
   private static volatile boolean initializedNodeResources = false;
   private static volatile Map<String, ResourceInformation> readOnlyNodeResources;
@@ -270,7 +267,6 @@ public class ResourceUtils {
 
   private static void updateKnownResources() {
     // Update resource names.
-    resourceNamesArray = new String[resourceTypes.size()];
     resourceTypesArray = new ResourceInformation[resourceTypes.size()];
 
     int index = 2;
@@ -278,14 +274,11 @@ public class ResourceUtils {
       if (resInfo.getName().equals(MEMORY)) {
         resourceTypesArray[0] = ResourceInformation
             .newInstance(resourceTypes.get(MEMORY));
-        resourceNamesArray[0] = MEMORY;
       } else if (resInfo.getName().equals(VCORES)) {
         resourceTypesArray[1] = ResourceInformation
             .newInstance(resourceTypes.get(VCORES));
-        resourceNamesArray[1] = VCORES;
       } else {
         resourceTypesArray[index] = ResourceInformation.newInstance(resInfo);
-        resourceNamesArray[index] = resInfo.getName();
         index++;
       }
     }
@@ -319,18 +312,6 @@ public class ResourceUtils {
         YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
   }
 
-  /**
-   * Get resource names array, this is mostly for performance perspective. Never
-   * modify returned array.
-   *
-   * @return resourceNamesArray
-   */
-  public static String[] getResourceNamesArray() {
-    initializeResourceTypesIfNeeded(null,
-        YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
-    return resourceNamesArray;
-  }
-
   public static ResourceInformation[] getResourceTypesArray() {
     initializeResourceTypesIfNeeded(null,
         YarnConfiguration.RESOURCE_TYPES_CONFIGURATION_FILE);
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
index 1e925d7..d7c799d 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/util/resource/package-info.java
@@ -19,8 +19,4 @@
  * Package org.apache.hadoop.yarn.util.resource contains classes
  * which is used as utility class for resource profile computations.
  */
-@InterfaceAudience.Public
-@InterfaceStability.Unstable
-package org.apache.hadoop.yarn.util.resource;
-import org.apache.hadoop.classification.InterfaceAudience;
-import org.apache.hadoop.classification.InterfaceStability;
\ No newline at end of file
+package org.apache.hadoop.yarn.util.resource;
\ No newline at end of file
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
index bff8612..f3b15ff 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/AppInfo.java
@@ -497,7 +497,7 @@ public class AppInfo {
   public Map<String, Long> getPreemptedResourceSecondsMap() {
     return preemptedResourceSecondsMap;
   }
-  
+
   public List<ResourceRequestInfo> getResourceRequests() {
     return this.resourceRequests;
   }


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[hadoop] 24/33: YARN-7067. [YARN-3926] Optimize ResourceType information display in UI. Contributed by Wangda Tan.

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 375cf10141277bc8b88945aaa7c43146aa627f19
Author: Sunil G <su...@apache.org>
AuthorDate: Tue Aug 22 16:59:29 2017 +0530

    YARN-7067. [YARN-3926] Optimize ResourceType information display in UI. Contributed by Wangda Tan.
    
    (cherry picked from commit a333ba54e3f5a1ca57b0fc94bfd008f3cbd5b14b)
    
    Conflicts:
    	hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/MetricsOverviewTable.java
---
 .../org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java  |  7 +++++--
 .../server/resourcemanager/webapp/MetricsOverviewTable.java   | 11 ++++++++---
 2 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
index 6cb470c..d85cf0c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/ResourceTypeInfo.java
@@ -153,8 +153,11 @@ public abstract class ResourceTypeInfo implements Comparable<ResourceTypeInfo> {
 
   @Override
   public String toString() {
-    return "name: " + this.getName() + ", units: " + this.getDefaultUnit()
-        + ", type: " + getResourceType();
+    StringBuilder sb = new StringBuilder();
+    sb.append("<name=").append(this.getName()).append(" default-unit=").append(
+        this.getDefaultUnit()).append(" type=" + getResourceType()).append(
+        ">");
+    return sb.toString();
   }
 
   @Override
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/MetricsOverviewTable.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/MetricsOverviewTable.java
index fe7b247..aebac0c 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/MetricsOverviewTable.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/MetricsOverviewTable.java
@@ -19,17 +19,21 @@
 package org.apache.hadoop.yarn.server.resourcemanager.webapp;
 
 import org.apache.hadoop.util.StringUtils;
+import org.apache.hadoop.yarn.api.records.ResourceTypeInfo;
 import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
 import org.apache.hadoop.yarn.server.resourcemanager.webapp.dao.ClusterMetricsInfo;
 import org.apache.hadoop.yarn.server.resourcemanager.webapp.dao.SchedulerInfo;
 import org.apache.hadoop.yarn.server.resourcemanager.webapp.dao.UserMetricsInfo;
 
+import org.apache.hadoop.yarn.util.resource.ResourceUtils;
 import org.apache.hadoop.yarn.webapp.hamlet.Hamlet;
 import org.apache.hadoop.yarn.webapp.hamlet.Hamlet.DIV;
 import org.apache.hadoop.yarn.webapp.view.HtmlBlock;
 
 import com.google.inject.Inject;
 
+import java.util.Arrays;
+
 /**
  * Provides an table with an overview of many cluster wide metrics and if
  * per user metrics are enabled it will show an overview of what the
@@ -168,8 +172,8 @@ public class MetricsOverviewTable extends HtmlBlock {
         
       }
     }
-    
-    SchedulerInfo schedulerInfo=new SchedulerInfo(this.rm);
+
+    SchedulerInfo schedulerInfo = new SchedulerInfo(this.rm);
     
     div.h3("Scheduler Metrics").
     table("#schedulermetricsoverview").
@@ -186,7 +190,8 @@ public class MetricsOverviewTable extends HtmlBlock {
     tbody().$class("ui-widget-content").
       tr().
         td(String.valueOf(schedulerInfo.getSchedulerType())).
-        td(String.valueOf(schedulerInfo.getSchedulerResourceTypes())).
+        td(String.valueOf(Arrays.toString(ResourceUtils.getResourcesTypeInfo()
+            .toArray(new ResourceTypeInfo[0])))).
         td(schedulerInfo.getMinAllocation().toString()).
         td(schedulerInfo.getMaxAllocation().toString()).
         td(String.valueOf(schedulerInfo.getMaxClusterLevelAppPriority())).


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[hadoop] 30/33: YARN-7270 addendum: Reapplied changes after YARN-3926 backports

Posted by jh...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

jhung pushed a commit to branch YARN-8200
in repository https://gitbox.apache.org/repos/asf/hadoop.git

commit 0f120a553f60a0a79fd7b56d65f330b769e8d983
Author: Daniel Templeton <te...@apache.org>
AuthorDate: Mon Oct 16 11:43:54 2017 -0700

    YARN-7270 addendum: Reapplied changes after YARN-3926 backports
---
 .../src/main/java/org/apache/hadoop/yarn/api/records/Resource.java    | 4 ++--
 .../org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java  | 4 ++--
 .../org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java    | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

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 37b50f2..be0ab58 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
@@ -285,7 +285,7 @@ public abstract class Resource implements Comparable<Resource> {
       return;
     }
     if (resource.equals(ResourceInformation.VCORES_URI)) {
-      this.setVirtualCores((int) resourceInformation.getValue());
+      this.setVirtualCores(castToIntSafely(resourceInformation.getValue()));
       return;
     }
     ResourceInformation storedResourceInfo = getResourceInformation(resource);
@@ -331,7 +331,7 @@ public abstract class Resource implements Comparable<Resource> {
       return;
     }
     if (resource.equals(ResourceInformation.VCORES_URI)) {
-      this.setVirtualCores((int)value);
+      this.setVirtualCores(castToIntSafely(value));
       return;
     }
 
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
index b80e133..a64d242 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-api/src/main/java/org/apache/hadoop/yarn/api/records/impl/LightWeightResource.java
@@ -92,7 +92,7 @@ public class LightWeightResource extends Resource {
   @Override
   @SuppressWarnings("deprecation")
   public int getMemory() {
-    return (int) memoryResInfo.getValue();
+    return castToIntSafely(memoryResInfo.getValue());
   }
 
   @Override
@@ -113,7 +113,7 @@ public class LightWeightResource extends Resource {
 
   @Override
   public int getVirtualCores() {
-    return (int) vcoresResInfo.getValue();
+    return castToIntSafely(vcoresResInfo.getValue());
   }
 
   @Override
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 06c30ff..4ae64c2 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
@@ -117,7 +117,7 @@ public class ResourcePBImpl extends Resource {
   @Override
   public int getVirtualCores() {
     // vcores should always be present
-    return (int) resources[VCORES_INDEX].getValue();
+    return castToIntSafely(resources[VCORES_INDEX].getValue());
   }
 
   @Override


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[hadoop] 16/33: YARN-6994. [YARN-3926] Remove last uses of Long from resource types code. (Daniel Templeton via Yufei Gu)

Posted by jh...@apache.org.
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jhung pushed a commit to branch YARN-8200
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commit 8c4a0e11c76c0adf2da5144e3591647ec82b4dde
Author: Yufei Gu <yu...@apache.org>
AuthorDate: Mon Aug 14 11:18:08 2017 -0700

    YARN-6994. [YARN-3926] Remove last uses of Long from resource types code. (Daniel Templeton via Yufei Gu)
    
    (cherry picked from commit d5e9939ebb59e4f6f8e5e2fe7f619fb032f2911c)
---
 .../src/main/java/org/apache/hadoop/yarn/api/records/Resource.java    | 4 ++--
 .../org/apache/hadoop/yarn/api/records/impl/pb/ResourcePBImpl.java    | 4 ++--
 .../src/main/java/org/apache/hadoop/yarn/util/resource/Resources.java | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

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 bbd4c87..54f0b18 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
@@ -273,14 +273,14 @@ public abstract class Resource implements Comparable<Resource> {
    */
   @Public
   @Evolving
-  public void setResourceValue(String resource, Long value)
+  public void setResourceValue(String resource, long value)
       throws ResourceNotFoundException {
     if (resource.equals(MEMORY)) {
       this.setMemorySize(value);
       return;
     }
     if (resource.equals(VCORES)) {
-      this.setVirtualCores(value.intValue());
+      this.setVirtualCores((int)value);
       return;
     }
 
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 00be77a..2de338a 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
@@ -31,8 +31,8 @@ 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 org.apache.hadoop.yarn.util.resource.ResourceUtils;
 
 import java.util.Arrays;
 import java.util.Map;
@@ -174,7 +174,7 @@ public class ResourcePBImpl extends BaseResource {
   }
 
   @Override
-  public void setResourceValue(String resource, Long value)
+  public void setResourceValue(String resource, long value)
       throws ResourceNotFoundException {
     maybeInitBuilder();
     if (resource == null) {
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 f62114d..3cf78ed 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
@@ -104,7 +104,7 @@ public class Resources {
     }
 
     @Override
-    public void setResourceValue(String resource, Long value)
+    public void setResourceValue(String resource, long value)
         throws ResourceNotFoundException {
       throw new RuntimeException(name + " cannot be modified!");
     }


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