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MAPREDUCE-5184. Document compatibility for MapReduce applications in hadoop-2 vis-a-vis hadoop-1. Contributed by Zhijie Shen.

git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/trunk@1493570 13f79535-47bb-0310-9956-ffa450edef68
Arun Murthy преди 12 години
родител
ревизия
7f96128e43

+ 3 - 0
hadoop-mapreduce-project/CHANGES.txt

@@ -288,6 +288,9 @@ Release 2.1.0-beta - UNRELEASED
     MAPREDUCE-5192. Allow for alternate resolutions of TaskCompletionEvents.
     (cdouglas via acmurthy)
 
+    MAPREDUCE-5184. Document compatibility for MapReduce applications in
+    hadoop-2 vis-a-vis hadoop-1. (Zhijie Shen via acmurthy)
+
   OPTIMIZATIONS
 
     MAPREDUCE-4974. Optimising the LineRecordReader initialize() method 

+ 107 - 0
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/site/apt/MapReduce_Compatibility_Hadoop1_Hadoop2.apt.vm

@@ -0,0 +1,107 @@
+~~ 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.
+
+  ---
+  Hadoop Map Reduce Next Generation-${project.version} - Backward Compatibility
+  ---
+  ---
+  ${maven.build.timestamp}
+
+Apache Hadoop MapReduce - Migrating from Apache Hadoop 1.x to Apache Hadoop 2.x 
+
+  \[ {{{../../hadoop-yarn/hadoop-yarn-site/index.html}Go Back}} \]
+
+* {Introduction}
+
+  This document provides information for users to migrate their Apache Hadoop 
+  MapReduce applications from Apache Hadoop 1.x to Apache Hadoop 2.x.
+
+  In Apache Hadoop 2.x we have spun off resource management capabilities
+  into Apache Hadoop YARN, a general purpose, distributed application management 
+  framework while Apache Hadoop MapReduce (aka MRv2) remains as a pure 
+  distributed computation framework.
+
+  In general, the previous MapReduce runtime (aka MRv1) has been reused and
+  no major surgery has been conducted on it. Therefore, MRv2 is able to ensure
+  satisfactory compatibility with MRv1 applications. However, due to some
+  improvements and code refactorings, a few APIs have been rendered
+  backward-incompatible. 
+  
+  The remainder of this page will discuss the scope and the level of backward 
+  compatibility that we support in Apache Hadoop MapReduce 2.x (MRv2).
+
+* {Binary Compatibility}
+
+  First, we ensure binary compatibility to the applications that use old
+  <<mapred>> APIs. This means that applications which were built against MRv1
+  <<mapred>> APIs can run directly on YARN without recompilation, merely by 
+  pointing them to an Apache Hadoop 2.x cluster via configuration.
+
+* {Source Compatibility}
+
+  We cannot ensure complete binary compatibility with the applications that use
+  <<mapreduce>> APIs, as these APIs have evolved a lot since MRv1. However, we
+  ensure source compatibility for <<mapreduce>> APIs that break binary
+  compatibility. In other words, users should recompile their applications that 
+  use <<mapreduce>> APIs against MRv2 jars. One notable binary incompatibility 
+  break is Counter and CounterGroup. 
+
+* {Not Supported}
+
+  MRAdmin has been removed in MRv2 because because <<<mradmin>>> commands
+  no longer exist. They have been replaced by the commands in <<<rmadmin>>>. We
+  neither support binary compatibility nor source compatibility for the
+  applications that use this class directly.
+
+* {Tradeoffs between MRv1 Users and Early MRv2 Adopters}
+
+  Unfortunately, maintaining binary compatibility for MRv1 applications may lead
+  to binary incompatibility issues for early MRv2 adopters, in particular Hadoop
+  0.23 users. For <<mapred>> APIs, we have chosen to be compatible with MRv1
+  applications, which have a larger user base. For <<mapreduce>> APIs, if they
+  don't significantly break Hadoop 0.23 applications, we still change them to be
+  compatible with MRv1 applications. Below is the list of MapReduce APIs which
+  are incompatible with Hadoop 0.23.
+
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<Problematic Function>>                                                          | <<Incompatibility Issue>>                                                                                        |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.util.ProgramDriver#drive>>>                                  | Return type changes from <<<void>>> to <<<int>>>                                                                 |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapred.jobcontrol.Job#getMapredJobID>>>                      | Return type changes from <<<String>>> to <<<JobID>>>                                                             |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapred.TaskReport#getTaskId>>>                               | Return type changes from <<<String>>> to <<<TaskID>>>                                                            |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapred.ClusterStatus#UNINITIALIZED_MEMORY_VALUE>>>           | Data type changes from <<<long>>> to <<<int>>>                                                                   |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapreduce.filecache.DistributedCache#getArchiveTimestamps>>> | Return type changes from <<<long[]>>> to <<<String[]>>>                                                          |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapreduce.filecache.DistributedCache#getFileTimestamps>>>    | Return type changes from <<<long[]>>> to <<<String[]>>>                                                          |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapreduce.Job#failTask>>>                                    | Return type changes from <<<void>>> to <<<boolean>>>                                                             |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapreduce.Job#killTask>>>                                    | Return type changes from <<<void>>> to <<<boolean>>>                                                             |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+| <<<org.apache.hadoop.mapreduce.Job#getTaskCompletionEvents>>>                     | Return type changes from <<<o.a.h.mapred.TaskCompletionEvent[]>>> to <<<o.a.h.mapreduce.TaskCompletionEvent[]>>> |
+*-----------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
+
+* {Malicious}
+
+ For the users who are going to try <<<hadoop-examples-1.x.x.jar>>> on YARN,
+ please note that <<<hadoop -jar hadoop-examples-1.x.x.jar>>> will still use
+ <<<hadoop-mapreduce-examples-2.x.x.jar>>>, which is installed together with
+ other MRv2 jars. By default Hadoop framework jars appear before the users'
+ jars in the classpath, such that the classes from the 2.x.x jar will still be
+ picked. Users should either remove <<<hadoop-mapreduce-examples-2.x.x.jar>>>
+ from the classpath or set <<<HADOOP_USER_CLASSPATH_FIRST=true>>> and
+ <<<HADOOP_CLASSPATH=...:hadoop-examples-1.x.x.jar>>> to run their target
+ examples jar.

+ 1 - 0
hadoop-project/src/site/site.xml

@@ -79,6 +79,7 @@
     </menu>
 
     <menu name="MapReduce" inherit="top">
+      <item name="Compatibilty between Hadoop 1.x and Hadoop 2.x" href="hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduce_Compatibility_Hadoop1_Hadoop2.html"/>
       <item name="Encrypted Shuffle" href="hadoop-mapreduce-client/hadoop-mapreduce-client-core/EncryptedShuffle.html"/>
       <item name="Pluggable Shuffle/Sort" href="hadoop-mapreduce-client/hadoop-mapreduce-client-core/PluggableShuffleAndPluggableSort.html"/>
     </menu>

+ 2 - 1
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/apt/index.apt.vm

@@ -53,5 +53,6 @@ MapReduce NextGen aka YARN aka MRv2
 
   * {{{../../hadoop-project-dist/hadoop-common/CLIMiniCluster.html}CLI MiniCluster}}
 
-  * {{{../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/EncryptedShuffle.html}Encrypted Shuffle}}
+  * {{{../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduce_Compatibility_Hadoop1_Hadoop2.html}Backward Compatibility between Apache Hadoop 1.x and 2.x for MapReduce}}
 
+  * {{{../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/EncryptedShuffle.html}Encrypted Shuffle}}