Github user tgravescs commented on a diff in the pull request:

    https://github.com/apache/spark/pull/86#discussion_r10995127
  
    --- Diff: docs/running-on-yarn.md ---
    @@ -48,10 +48,12 @@ System Properties:
     Ensure that HADOOP_CONF_DIR or YARN_CONF_DIR points to the directory which 
contains the (client side) configuration files for the Hadoop cluster.
     These configs are used to connect to the cluster, write to the dfs, and 
connect to the YARN ResourceManager.
     
    -There are two scheduler modes that can be used to launch Spark 
applications on YARN. In yarn-cluster mode, the Spark driver runs inside an 
application master process which is managed by YARN on the cluster, and the 
client can go away after initiating the application. In yarn-client mode, the 
driver runs in the client process, and the application master is only used for 
requesting resources from YARN.
    +There are two deploy modes that can be used to launch Spark applications 
on YARN. In yarn-cluster mode, the Spark driver runs inside an application 
master process which is managed by YARN on the cluster, and the client can go 
away after initiating the application. In yarn-client mode, the driver runs in 
the client process, and the application master is only used for requesting 
resources from YARN.
     
     Unlike in Spark standalone and Mesos mode, in which the master's address 
is specified in the "master" parameter, in YARN mode the ResourceManager's 
address is picked up from the Hadoop configuration.  Thus, the master parameter 
is simply "yarn-client" or "yarn-cluster".
     
    +The spark-submit script described in the [cluster mode 
overview](cluster-overview.html) provides the most straightforward way to 
submit a compiled Spark application to YARN in either deploy mode. For info on 
the lower-level invocations it uses, read ahead. For running spark-shell 
against YARN, skip down to the yarn-client section. 
    +
     ## Launching a Spark application with yarn-cluster mode.
    --- End diff --
    
    It might be useful to give an example of actual usage of running one of the 
examples


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