Minor changes

docs/configuration.md

@@ -18,9 +18,9 @@ Spark provides three locations to configure the system:
 Spark properties control most application settings and are configured separately for each
 application. The preferred way is to set them through
 [SparkConf](api/scala/index.html#org.apache.spark.SparkConf) and passing it as an argument to your
-SparkContext. SparkConf lets you configure most of the common properties to initialize a cluster
-(e.g., master URL and application name), as well as arbitrary key-value pairs through the `set()`
-method. For example, we could initialize an application as follows:
+SparkContext. SparkConf allows you to configure most of the common properties to initialize a
+cluster (e.g. master URL and application name), as well as arbitrary key-value pairs through the
+`set()` method. For example, we could initialize an application as follows:
 
 {% highlight scala %}
 val conf = new SparkConf
@@ -45,7 +45,7 @@ key and a value separated by whitespace. For example,
 
 Any values specified in the file will be passed on to the application, and merged with those
 specified through SparkConf. If the same configuration property exists in both `spark-defaults.conf`
-and SparkConf, then the latter will take precedence as it is most application-specific.
+and SparkConf, then the latter will take precedence as it is the most application-specific.
 
 ## All Configuration Properties
 
@@ -203,7 +203,7 @@ Apart from these, the following properties are also available, and may be useful
     Comma separated list of filter class names to apply to the Spark web ui. The filter should be a
     standard javax servlet Filter. Parameters to each filter can also be specified by setting a
     java system property of spark.<class name of filter>.params='param1=value1,param2=value2'
-    (e.g.-Dspark.ui.filters=com.test.filter1 -Dspark.com.test.filter1.params='param1=foo,param2=testing')
+    (e.g. -Dspark.ui.filters=com.test.filter1 -Dspark.com.test.filter1.params='param1=foo,param2=testing')
   </td>
 </tr>
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docs/spark-standalone.md

@@ -70,7 +70,7 @@ Once you've set up this file, you can launch or stop your cluster with the follo
 - `sbin/start-slaves.sh` - Starts a slave instance on each machine specified in the `conf/slaves` file.
 - `sbin/start-all.sh` - Starts both a master and a number of slaves as described above.
 - `sbin/stop-master.sh` - Stops the master that was started via the `bin/start-master.sh` script.
-- `sbin/stop-slaves.sh` - Stops all slave instances the machines specified in the `conf/slaves` file.
+- `sbin/stop-slaves.sh` - Stops all slave instances on the machines specified in the `conf/slaves` file.
 - `sbin/stop-all.sh` - Stops both the master and the slaves as described above.
 
 Note that these scripts must be executed on the machine you want to run the Spark master on, not your local machine.