Repository: incubator-zeppelin
Updated Branches:
  refs/heads/master 3c0a3b3fc -> a313e492c


Fix typos in docs

### What is this PR for?

1. Fix some typos in docs.
2. Remove trailing white spaces for each line.
3. Remove leading white spaces if a line contains no content.
4. Add trailing new line for each file.

### What type of PR is it?
Improvement | Documentation

### Todos
None

### What is the Jira issue?
N/A

### How should this be tested?
Build the doc site and check.

### Screenshots (if appropriate)
N/A

### Questions:
* Does the licenses files need update? *no*
* Is there breaking changes for older versions? *no*
* Does this needs documentation? *no*

Author: Cheng-Yu Hsu <[email protected]>

Closes #852 from cyhsutw/fix-typos-in-docs and squashes the following commits:

6f5f46b [Cheng-Yu Hsu] fix typos in docs


Project: http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/repo
Commit: 
http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/commit/a313e492
Tree: http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/tree/a313e492
Diff: http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/diff/a313e492

Branch: refs/heads/master
Commit: a313e492c43d3346b1e69cf5719e1e29a129ee67
Parents: 3c0a3b3
Author: Cheng-Yu Hsu <[email protected]>
Authored: Fri Apr 22 14:37:44 2016 +0800
Committer: Jongyoul Lee <[email protected]>
Committed: Sun Apr 24 18:32:44 2016 +0900

----------------------------------------------------------------------
 docs/_config.yml                               | 33 ++++----
 docs/atom.xml                                  |  6 +-
 docs/development/howtocontribute.md            |  8 +-
 docs/development/writingzeppelininterpreter.md |  2 +-
 docs/displaysystem/angular.md                  | 16 ++--
 docs/index.md                                  |  4 +-
 docs/install/install.md                        |  1 -
 docs/install/upgrade.md                        |  2 +-
 docs/install/virtual_machine.md                | 18 ++---
 docs/install/yarn_install.md                   | 16 ++--
 docs/interpreter/alluxio.md                    |  4 +-
 docs/interpreter/elasticsearch.md              | 10 +--
 docs/interpreter/hdfs.md                       |  4 +-
 docs/interpreter/hive.md                       | 10 +--
 docs/interpreter/ignite.md                     | 22 +++---
 docs/interpreter/lens.md                       | 24 +++---
 docs/interpreter/r.md                          | 37 +++++----
 docs/interpreter/scalding.md                   |  2 +-
 docs/interpreter/spark.md                      | 18 ++---
 docs/manual/dependencymanagement.md            |  3 +-
 docs/manual/interpreters.md                    |  7 +-
 docs/manual/notebookashomepage.md              | 54 ++++++-------
 docs/manual/shiroauthentication.md             | 16 ++--
 docs/rest-api/rest-configuration.md            | 22 +++---
 docs/rest-api/rest-interpreter.md              | 26 +++---
 docs/rest-api/rest-notebook.md                 | 88 ++++++++++-----------
 docs/screenshots.md                            |  2 +-
 docs/security/authentication.md                | 18 ++---
 docs/security/notebook_authorization.md        |  2 +-
 docs/sitemap.txt                               |  2 +-
 docs/storage/storage.md                        | 10 +--
 31 files changed, 238 insertions(+), 249 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/_config.yml
----------------------------------------------------------------------
diff --git a/docs/_config.yml b/docs/_config.yml
index 14aca6e..ef2aa1f 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -1,6 +1,6 @@
-# This is the default format. 
+# This is the default format.
 # For more see: http://jekyllrb.com/docs/permalinks/
-permalink: /:categories/:year/:month/:day/:title 
+permalink: /:categories/:year/:month/:day/:title
 
 exclude: [".rvmrc", ".rbenv-version", "README.md", "Rakefile", "changelog.md", 
"vendor", "node_modules", "scss"]
 pygments: true
@@ -9,7 +9,7 @@ redcarpet:
   extensions: ["tables"]
 encoding: utf-8
 
-# Themes are encouraged to use these universal variables 
+# Themes are encouraged to use these universal variables
 # so be sure to set them if your theme uses them.
 #
 title : Apache Zeppelin (incubating)
@@ -24,7 +24,7 @@ author :
 ZEPPELIN_VERSION : 0.6.0-incubating-SNAPSHOT
 
 # The production_url is only used when full-domain names are needed
-# such as sitemap.txt 
+# such as sitemap.txt
 # Most places will/should use BASE_PATH to make the urls
 #
 # If you have set a CNAME (pages.github.com) set your custom domain here.
@@ -42,11 +42,11 @@ JB :
   # however this value will be dynamically changed depending on your 
deployment situation.
   #
   # CNAME (http://yourcustomdomain.com)
-  #   DO NOT SET BASE_PATH 
+  #   DO NOT SET BASE_PATH
   #   (urls will be prefixed with "/" and work relatively)
   #
   # GitHub Pages (http://username.github.io)
-  #   DO NOT SET BASE_PATH 
+  #   DO NOT SET BASE_PATH
   #   (urls will be prefixed with "/" and work relatively)
   #
   # GitHub Project Pages (http://username.github.io/project-name)
@@ -65,7 +65,7 @@ JB :
   # ex: [BASE_PATH]/assets/themes/[THEME-NAME]
   #
   # Override this by defining an absolute path to assets here.
-  # ex: 
+  # ex:
   #   http://s3.amazonaws.com/yoursite/themes/watermelon
   #   /assets
   #
@@ -97,42 +97,41 @@ JB :
       num_posts: 5
       width: 580
       colorscheme: light
-   
+
   # Settings for analytics helper
   # Set 'provider' to the analytics provider you want to use.
   # Set 'provider' to false to turn analytics off globally.
-  #        
+  #
   analytics :
     provider : google_universal
-    google_classic : 
+    google_classic :
         tracking_id : 'UA-45176241-2'
-    google_universal : 
+    google_universal :
         tracking_id : 'UA-45176241-5'
         domain : 'zeppelin.incubator.apache.org'
     getclicky :
-      site_id : 
+      site_id :
     mixpanel :
         token : '_MIXPANEL_TOKEN_'
     piwik :
         baseURL : 'myserver.tld/piwik' # Piwik installation address (without 
protocol)
         idsite : '1'                   # the id of the site on Piwik
 
-  # Settings for sharing helper. 
+  # Settings for sharing helper.
   # Sharing is for things like tweet, plusone, like, reddit buttons etc.
   # Set 'provider' to the sharing provider you want to use.
   # Set 'provider' to false to turn sharing off globally.
   #
   sharing :
     provider : false
-    
-  # Settings for all other include helpers can be defined by creating 
+
+  # Settings for all other include helpers can be defined by creating
   # a hash with key named for the given helper. ex:
   #
   #   pages_list :
-  #     provider : "custom"   
+  #     provider : "custom"
   #
   # Setting any helper's provider to 'custom' will bypass the helper code
   # and include your custom code. Your custom file must be defined at:
   #   ./_includes/custom/[HELPER]
   # where [HELPER] is the name of the helper you are overriding.
-  

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/atom.xml
----------------------------------------------------------------------
diff --git a/docs/atom.xml b/docs/atom.xml
index 97f6d6b..73acc07 100644
--- a/docs/atom.xml
+++ b/docs/atom.xml
@@ -4,7 +4,7 @@ title : Atom Feed
 ---
 <?xml version="1.0" encoding="utf-8"?>
 <feed xmlns="http://www.w3.org/2005/Atom";>
- 
+
  <title>{{ site.title }}</title>
  <link href="{{ site.production_url }}/{{ site.atom_path }}" rel="self"/>
  <link href="{{ site.production_url }}"/>
@@ -24,5 +24,5 @@ title : Atom Feed
    <content type="html">{{ post.content | xml_escape }}</content>
  </entry>
  {% endfor %}
- 
-</feed>
\ No newline at end of file
+
+</feed>

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/development/howtocontribute.md
----------------------------------------------------------------------
diff --git a/docs/development/howtocontribute.md 
b/docs/development/howtocontribute.md
index c2bd5cb..29730d6 100644
--- a/docs/development/howtocontribute.md
+++ b/docs/development/howtocontribute.md
@@ -12,20 +12,20 @@ Apache Zeppelin (incubating) is an [Apache2 
License](http://www.apache.org/licen
 Any contributions to Zeppelin (Source code, Documents, Image, Website) means 
you agree with license all your contributions as Apache2 License.
 
 ## Setting up
-Here are some tools you will need to build and test Zeppelin. 
+Here are some tools you will need to build and test Zeppelin.
 
 #### Software Configuration Management ( SCM )
 
-Since Zeppelin uses Git for it's SCM system, you need git client installed in 
your development machine. 
+Since Zeppelin uses Git for it's SCM system, you need git client installed in 
your development machine.
 
 #### Integrated Development Environment ( IDE )
 
-You are free to use whatever IDE you prefer, or your favorite command line 
editor. 
+You are free to use whatever IDE you prefer, or your favorite command line 
editor.
 
 ### Build Tools
 
 To build the code, install
-  
+
   * Oracle Java 7
   * Apache Maven
 

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/development/writingzeppelininterpreter.md
----------------------------------------------------------------------
diff --git a/docs/development/writingzeppelininterpreter.md 
b/docs/development/writingzeppelininterpreter.md
index d9ab84b..0842fe6 100644
--- a/docs/development/writingzeppelininterpreter.md
+++ b/docs/development/writingzeppelininterpreter.md
@@ -22,7 +22,7 @@ limitations under the License.
 ### What is Zeppelin Interpreter
 
 Zeppelin Interpreter is a language backend. For example to use scala code in 
Zeppelin, you need scala interpreter.
-Every Interpreter belongs to an InterpreterGroup. 
+Every Interpreter belongs to an InterpreterGroup.
 Interpreters in the same InterpreterGroup can reference each other. For 
example, SparkSqlInterpreter can reference SparkInterpreter to get SparkContext 
from it while they're in the same group.
 
 <img class="img-responsive" style="width:50%; border: 1px solid #ecf0f1;" 
height="auto" src="/assets/themes/zeppelin/img/interpreter.png" />

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/displaysystem/angular.md
----------------------------------------------------------------------
diff --git a/docs/displaysystem/angular.md b/docs/displaysystem/angular.md
index 5693e86..21ea44e 100644
--- a/docs/displaysystem/angular.md
+++ b/docs/displaysystem/angular.md
@@ -92,12 +92,12 @@ When the button is clicked, you'll see both `run` and 
`numWatched` are increment
 <img src="/assets/themes/zeppelin/img/screenshots/display_angular3.png" 
width="60%" />
 
 ## Let's make it Simpler and more Intuitive
-In this section, we will introduce a simpler and more intuitive way of using 
**Angular Display System** in Zeppelin. 
+In this section, we will introduce a simpler and more intuitive way of using 
**Angular Display System** in Zeppelin.
 
 ### How can we use it?
-Here are some usages. 
+Here are some usages.
 
-#### Import 
+#### Import
 
 #####  - In notebook scope
 ```scala
@@ -141,11 +141,11 @@ import AngularElem._
 <div></div>.model("myModel").display
 
 // bind model with initial value
-<div></div>.model("myModel", initialValue).display 
+<div></div>.model("myModel", initialValue).display
 ```
 
 #### Interact with Model
-```scala 
+```scala
 // read model
 AngularModel("myModel")()
 
@@ -155,7 +155,7 @@ AngularModel("myModel", "newValue")
 
 <br/>
 ### Example: Basic Usage
-Using the above basic usages, you can apply them like below examples. 
+Using the above basic usages, you can apply them like below examples.
 
 #### Display Elements
 
@@ -195,7 +195,7 @@ AngularModel("myModel", "New value")
 
 ### Example: String Converter
 Using below example, you can convert the lowercase string to uppercase.
- 
+
 {% raw %}
 ```scala
 // clear previously created angular object.
@@ -215,5 +215,3 @@ val button = <div class="btn btn-success 
btn-sm">Convert</div>.onClick{() =>
 {% endraw %}
 
 <img src="../assets/themes/zeppelin/img/docs-img/string-converter-angular.gif" 
width="70%">
-
- 
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/index.md
----------------------------------------------------------------------
diff --git a/docs/index.md b/docs/index.md
index 2c566b9..eafe924 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -76,7 +76,7 @@ Some basic charts are already included in Zeppelin. 
Visualizations are not limit
 
 #### Pivot chart
 
-With simple drag and drop Zeppelin aggeregates the values and display them in 
pivot chart. You can easily create chart with multiple aggregated values 
including sum, count, average, min, max.
+With simple drag and drop Zeppelin aggregates the values and display them in 
pivot chart. You can easily create chart with multiple aggregated values 
including sum, count, average, min, max.
 
 <div class="row">
   <div class="col-md-8">
@@ -123,4 +123,4 @@ Join the [Mailing list](./community.html) and report issues 
on our [Issue tracke
 
 <br />
 ### Undergoing Incubation
-Apache Zeppelin is an effort undergoing 
[incubation](https://incubator.apache.org/index.html) at The Apache Software 
Foundation (ASF), sponsored by the Incubator. Incubation is required of all 
newly accepted projects until a further review indicates that the 
infrastructure, communications, and decision making process have stabilized in 
a manner consistent with other successful ASF projects. While incubation status 
is not necessarily a reflection of the completeness or stability of the code, 
it does indicate that the project has yet to be fully endorsed by the ASF.
\ No newline at end of file
+Apache Zeppelin is an effort undergoing 
[incubation](https://incubator.apache.org/index.html) at The Apache Software 
Foundation (ASF), sponsored by the Incubator. Incubation is required of all 
newly accepted projects until a further review indicates that the 
infrastructure, communications, and decision making process have stabilized in 
a manner consistent with other successful ASF projects. While incubation status 
is not necessarily a reflection of the completeness or stability of the code, 
it does indicate that the project has yet to be fully endorsed by the ASF.

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/install/install.md
----------------------------------------------------------------------
diff --git a/docs/install/install.md b/docs/install/install.md
index 1e204a9..353fd18 100644
--- a/docs/install/install.md
+++ b/docs/install/install.md
@@ -295,4 +295,3 @@ exec bin/zeppelin-daemon.sh upstart
 ```
 bin\zeppelin.cmd
 ```
-

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/install/upgrade.md
----------------------------------------------------------------------
diff --git a/docs/install/upgrade.md b/docs/install/upgrade.md
index 3124576..21d44c2 100644
--- a/docs/install/upgrade.md
+++ b/docs/install/upgrade.md
@@ -41,4 +41,4 @@ So, copying `notebook` and `conf` directory should be enough.
 
    ```
    bin/zeppelin-daemon.sh start
-   ```
\ No newline at end of file
+   ```

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/install/virtual_machine.md
----------------------------------------------------------------------
diff --git a/docs/install/virtual_machine.md b/docs/install/virtual_machine.md
index d483f60..7e454fa 100644
--- a/docs/install/virtual_machine.md
+++ b/docs/install/virtual_machine.md
@@ -21,15 +21,15 @@ limitations under the License.
 
 
 ## Vagrant Virtual Machine for Apache Zeppelin
-  
+
 Apache Zeppelin distribution includes a scripts directory
 
  `scripts/vagrant/zeppelin-dev`
- 
+
 This script creates a virtual machine that launches a repeatable, known set of 
core dependencies required for developing Zeppelin.  It can also be used to run 
an existing Zeppelin build if you don't plan to build from source.
 For PySpark users, this script includes several helpful [Python 
Libraries](#python-extras).
 For SparkR users, this script includes several helpful [R 
Libraries](#r-extras).
- 
+
 ####Installing the required components to launch a virtual machine.
 
 This script requires three applications, 
[Ansible](http://docs.ansible.com/ansible/intro_installation.html#latest-releases-via-pip
 "Ansible"), [Vagrant](http://www.vagrantup.com "Vagrant") and [Virtual 
Box](https://www.virtualbox.org/ "Virtual Box").  All of these applications are 
freely available as Open Source projects and extremely easy to set up on most 
operating systems.
@@ -40,11 +40,11 @@ If you are running Windows and don't yet have python 
installed, [install Python
 
 1. Download and Install Vagrant:  [Vagrant 
Downloads](http://www.vagrantup.com/downloads)
 2. Install Ansible:  [Ansible Python pip 
install](http://docs.ansible.com/ansible/intro_installation.html#latest-releases-via-pip)
-    
+
     ```
     sudo easy_install pip
     sudo pip install ansible
-    ansible --version 
+    ansible --version
     ```
     After then, please check whether it reports **ansible version 1.9.2 or 
higher**.
 
@@ -70,7 +70,7 @@ Cloning the project again may seem counter intuitive, since 
this script likley o
 
 Synced folders enable Vagrant to sync a folder on the host machine to the 
guest machine, allowing you to continue working on your project's files on your 
host machine, but use the resources in the guest machine to compile or run your 
project. _[(1) Synced Folder Description from Vagrant 
Up](https://docs.vagrantup.com/v2/synced-folders/index.html)_
 
-By default, Vagrant will share your project directory (the directory with the 
Vagrantfile) to `/vagrant`.  Which means you should be able to build within the 
guest machine after you 
+By default, Vagrant will share your project directory (the directory with the 
Vagrantfile) to `/vagrant`.  Which means you should be able to build within the 
guest machine after you
 `cd /vagrant/incubator-zeppelin`
 
 
@@ -95,7 +95,7 @@ The virtual machine consists of:
  - openjdk-7-jdk
  - Python addons: pip, matplotlib, scipy, numpy, pandas
  - [R](https://www.r-project.org/) and R Packages required to run the R 
Interpreter and the related R tutorial notebook, including:  Knitr, devtools, 
repr, rCharts, ggplot2, googleVis, mplot, htmltools, base64enc, data.table
- 
+
 ### How to build & run Zeppelin
 
 This assumes you've already cloned the project either on the host machine in 
the zeppelin-dev directory (to be shared with the guest machine) or cloned 
directly into a directory while running inside the guest machine.  The 
following build steps will also include Python and R support via PySpark and 
SparkR:
@@ -138,7 +138,7 @@ import scipy
 import pandas
 import matplotlib
 
-print "numpy " + numpy.__version__ 
+print "numpy " + numpy.__version__
 print "scipy " + scipy.__version__
 print "pandas " + pandas.__version__
 print "matplotlib " + matplotlib.__version__
@@ -176,7 +176,7 @@ plt.xlabel('Performance')
 plt.title('How fast do you want to go today?')
 
 show(plt)
-``` 
+```
 
 ### R Extras
 

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/install/yarn_install.md
----------------------------------------------------------------------
diff --git a/docs/install/yarn_install.md b/docs/install/yarn_install.md
index dd86467..00a7a40 100644
--- a/docs/install/yarn_install.md
+++ b/docs/install/yarn_install.md
@@ -25,16 +25,16 @@ This page describes how to pre-configure a bare metal node, 
configure Zeppelin a
 ## Prepare Node
 
 ### Zeppelin user (Optional)
-This step is optional, however its nice to run Zeppelin under its own user. In 
case you do not like to use Zeppelin (hope not) the user could be deleted along 
with all the pacakges that were installed for Zeppelin, Zeppelin binary itself 
and associated directories.
+This step is optional, however its nice to run Zeppelin under its own user. In 
case you do not like to use Zeppelin (hope not) the user could be deleted along 
with all the packages that were installed for Zeppelin, Zeppelin binary itself 
and associated directories.
 
 Create a zeppelin user and switch to zeppelin user or if zeppelin user is 
already created then login as zeppelin.
 
 ```bash
 useradd zeppelin
-su - zeppelin 
+su - zeppelin
 whoami
 ```
-Assuming a zeppelin user is created then running whoami command must return 
+Assuming a zeppelin user is created then running whoami command must return
 
 ```bash
 zeppelin
@@ -48,7 +48,7 @@ Its assumed in the rest of the document that zeppelin user is 
indeed created and
  * Java 1.7
  * Hadoop client
  * Spark
- * Internet connection is required. 
+ * Internet connection is required.
 
 It's assumed that the node has CentOS 6.x installed on it. Although any 
version of Linux distribution should work fine.
 
@@ -83,7 +83,7 @@ This document assumes that Zeppelin is located under 
`/home/zeppelin/incubator-z
 Zeppelin configuration needs to be modified to connect to YARN cluster. Create 
a copy of zeppelin environment shell script.
 
 ```bash
-cp /home/zeppelin/incubator-zeppelin/conf/zeppelin-env.sh.template 
/home/zeppelin/incubator-zeppelin/conf/zeppelin-env.sh 
+cp /home/zeppelin/incubator-zeppelin/conf/zeppelin-env.sh.template 
/home/zeppelin/incubator-zeppelin/conf/zeppelin-env.sh
 ```
 
 Set the following properties
@@ -127,7 +127,7 @@ Zeppelin supports Hive interpreter and hence copy 
hive-site.xml that should be p
 cp /etc/hive/conf/hive-site.xml  /home/zeppelin/incubator-zeppelin/conf
 ```
 
-Once Zeppelin server has started successfully, visit 
http://[zeppelin-server-host-name]:8080 with your web browser. Click on 
Interpreter tab next to Notebook dropdown. Look for Hive configurations and set 
them appropriately. By default hive.hiveserver2.url will be pointing to 
localhost and hive.hiveserver2.password/hive.hiveserver2.user are set to 
hive/hive. Set them as per Hive installation on YARN cluster. 
+Once Zeppelin server has started successfully, visit 
http://[zeppelin-server-host-name]:8080 with your web browser. Click on 
Interpreter tab next to Notebook dropdown. Look for Hive configurations and set 
them appropriately. By default hive.hiveserver2.url will be pointing to 
localhost and hive.hiveserver2.password/hive.hiveserver2.user are set to 
hive/hive. Set them as per Hive installation on YARN cluster.
 Click on Save button. Once these configurations are updated, Zeppelin will 
prompt you to restart the interpreter. Accept the prompt and the interpreter 
will reload the configurations.
 
 ### Spark
@@ -161,7 +161,7 @@ Click on Save button. Once these configurations are 
updated, Zeppelin will promp
 Spark & Hive notebooks can be written with Zeppelin now. The resulting Spark & 
Hive jobs will run on configured YARN cluster.
 
 ## Debug
-Zeppelin does not emit any kind of error messages on web interface when 
notebook/paragrah is run. If a paragraph fails it only displays ERROR. The 
reason for failure needs to be looked into log files which is present in logs 
directory under zeppelin installation base directory. Zeppelin creates a log 
file for each kind of interpreter.
+Zeppelin does not emit any kind of error messages on web interface when 
notebook/paragraph is run. If a paragraph fails it only displays ERROR. The 
reason for failure needs to be looked into log files which is present in logs 
directory under zeppelin installation base directory. Zeppelin creates a log 
file for each kind of interpreter.
 
 ```bash
 [zeppelin@zeppelin-3529 logs]$ pwd
@@ -172,5 +172,5 @@ total 844
 -rw-rw-r-- 1 zeppelin zeppelin 625050 Aug  3 16:05 
zeppelin-interpreter-spark-zeppelin-zeppelin-3529.log
 -rw-rw-r-- 1 zeppelin zeppelin 200394 Aug  3 21:15 
zeppelin-zeppelin-zeppelin-3529.log
 -rw-rw-r-- 1 zeppelin zeppelin  16162 Aug  3 14:03 
zeppelin-zeppelin-zeppelin-3529.out
-[zeppelin@zeppelin-3529 logs]$ 
+[zeppelin@zeppelin-3529 logs]$
 ```

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/alluxio.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/alluxio.md b/docs/interpreter/alluxio.md
index 805cda5..332dd0d 100644
--- a/docs/interpreter/alluxio.md
+++ b/docs/interpreter/alluxio.md
@@ -74,7 +74,7 @@ The **Alluxio** interpreter accepts the following commands.
     <tr>
       <td>copyFromLocal</td>
       <td>copyFromLocal "source path" "remote path"</td>
-      <td>Copy the specified file specified by "source path" to the path 
specified by "remote path". 
+      <td>Copy the specified file specified by "source path" to the path 
specified by "remote path".
       This command will fail if "remote path" already exists.</td>
     </tr>
     <tr>
@@ -230,4 +230,4 @@ Following steps are performed:
 
 <center>
   ![Alluxio Interpreter 
Example](../assets/themes/zeppelin/img/docs-img/alluxio-example.png)
-</center> 
\ No newline at end of file
+</center>

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/elasticsearch.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/elasticsearch.md 
b/docs/interpreter/elasticsearch.md
index aa710d6..70af3c0 100644
--- a/docs/interpreter/elasticsearch.md
+++ b/docs/interpreter/elasticsearch.md
@@ -94,7 +94,7 @@ With the `search` command, you can send a search query to 
Elasticsearch. There a
 * You can provide a JSON-formatted query, that is exactly what you provide 
when you use the REST API of Elasticsearch.  
   * See [Elasticsearch search API reference 
document](https://www.elastic.co/guide/en/elasticsearch/reference/current/search.html)
 for more details about the content of the search queries.
 * You can also provide the content of a `query_string`.
-  * This is a shortcut to a query like that: `{ "query": { "query_string": { 
"query": "__HERE YOUR QUERY__", "analyze_wildcard": true } } }` 
+  * This is a shortcut to a query like that: `{ "query": { "query_string": { 
"query": "__HERE YOUR QUERY__", "analyze_wildcard": true } } }`
   * See [Elasticsearch query string 
syntax](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-query-string-query.html#query-string-syntax)
 for more details about the content of such a query.
 
 ```bash
@@ -119,10 +119,10 @@ Examples:
   ```bash
   %elasticsearch
   search / { "query": { "match_all": { } } }
- 
+
   %elasticsearch
   search /logs { "query": { "query_string": { "query": "request.method:GET AND 
status:200" } } }
- 
+
   %elasticsearch
   search /logs { "aggs": {
     "content_length_stats": {
@@ -130,7 +130,7 @@ Examples:
         "field": "content_length"
       }
     }
-  } } 
+  } }
   ```
 
   * With query_string elements:
@@ -138,7 +138,7 @@ Examples:
   ```bash
   %elasticsearch
   search /logs request.method:GET AND status:200
- 
+
   %elasticsearch
   search /logs (404 AND (POST OR DELETE))
   ```

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/hdfs.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/hdfs.md b/docs/interpreter/hdfs.md
index f29755f..58d825d 100644
--- a/docs/interpreter/hdfs.md
+++ b/docs/interpreter/hdfs.md
@@ -44,7 +44,7 @@ It supports the basic shell file commands applied to HDFS, it 
currently only sup
 
 > **Tip :** Use ( Ctrl + . ) for autocompletion.
 
-### Create Interpreter 
+### Create Interpreter
 
 In a notebook, to enable the **HDFS** interpreter, click the **Gear** icon and 
select **HDFS**.
 
@@ -53,4 +53,4 @@ In a notebook, to enable the **HDFS** interpreter, click the 
**Gear** icon and s
 You can confirm that you're able to access the WebHDFS API by running a curl 
command against the WebHDFS end point provided to the interpreter.
 
 Here is an example:
-$> curl "http://localhost:50070/webhdfs/v1/?op=LISTSTATUS";
\ No newline at end of file
+$> curl "http://localhost:50070/webhdfs/v1/?op=LISTSTATUS";

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/hive.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/hive.md b/docs/interpreter/hive.md
index 5871feb..99d483b 100644
--- a/docs/interpreter/hive.md
+++ b/docs/interpreter/hive.md
@@ -44,7 +44,7 @@ The [Apache Hive](https://hive.apache.org/) ™ data 
warehouse software facilita
   <tr>
     <td>${prefix}.driver</td>
     <td></td>
-    <td>Driver class path of <code>%hive(${prefix})</code> </td> 
+    <td>Driver class path of <code>%hive(${prefix})</code> </td>
   </tr>
   <tr>
     <td>${prefix}.url</td>
@@ -93,9 +93,9 @@ You can leverage [Zeppelin Dynamic 
Form]({{BASE_PATH}}/manual/dynamicform.html)
 
 ```sql
 %hive
-SELECT ${group_by}, count(*) as count 
-FROM retail_demo.order_lineitems_pxf 
-GROUP BY ${group_by=product_id,product_id|product_name|customer_id|store_id} 
-ORDER BY count ${order=DESC,DESC|ASC} 
+SELECT ${group_by}, count(*) as count
+FROM retail_demo.order_lineitems_pxf
+GROUP BY ${group_by=product_id,product_id|product_name|customer_id|store_id}
+ORDER BY count ${order=DESC,DESC|ASC}
 LIMIT ${limit=10};
 ```

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/ignite.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/ignite.md b/docs/interpreter/ignite.md
index 6fa1f61..db17ae2 100644
--- a/docs/interpreter/ignite.md
+++ b/docs/interpreter/ignite.md
@@ -18,17 +18,17 @@ You can use Zeppelin to retrieve distributed data from 
cache using Ignite SQL in
 ### Installing and Running Ignite example
 In order to use Ignite interpreters, you may install Apache Ignite in some 
simple steps:
 
-1. Download Ignite [source 
release](https://ignite.apache.org/download.html#sources) or [binary 
release](https://ignite.apache.org/download.html#binaries) whatever you want. 
But you must download Ignite as the same version of Zeppelin's. If it is not, 
you can't use scala code on Zeppelin. You can find ignite version in Zepplin at 
the pom.xml which is placed under `path/to/your-Zeppelin/ignite/pom.xml` ( Of 
course, in Zeppelin source release ). Please check `ignite.version` 
.<br>Currently, Zeppelin provides ignite only in Zeppelin source release. So, 
if you download Zeppelin binary release( 
`zeppelin-0.5.0-incubating-bin-spark-xxx-hadoop-xx` ), you can not use ignite 
interpreter on Zeppelin. We are planning to include ignite in a future binary 
release. 
-2. Examples are shipped as a separate Maven project, so to start running you 
simply need to import provided 
<dest_dir>/apache-ignite-fabric-1.2.0-incubating-bin/pom.xml file into your 
favourite IDE, such as Eclipse. 
+1. Download Ignite [source 
release](https://ignite.apache.org/download.html#sources) or [binary 
release](https://ignite.apache.org/download.html#binaries) whatever you want. 
But you must download Ignite as the same version of Zeppelin's. If it is not, 
you can't use scala code on Zeppelin. You can find ignite version in Zeppelin 
at the pom.xml which is placed under `path/to/your-Zeppelin/ignite/pom.xml` ( 
Of course, in Zeppelin source release ). Please check `ignite.version` 
.<br>Currently, Zeppelin provides ignite only in Zeppelin source release. So, 
if you download Zeppelin binary release( 
`zeppelin-0.5.0-incubating-bin-spark-xxx-hadoop-xx` ), you can not use ignite 
interpreter on Zeppelin. We are planning to include ignite in a future binary 
release.
+2. Examples are shipped as a separate Maven project, so to start running you 
simply need to import provided 
<dest_dir>/apache-ignite-fabric-1.2.0-incubating-bin/pom.xml file into your 
favourite IDE, such as Eclipse.
 
 * In case of Eclipse, Eclipse -> File -> Import -> Existing Maven Projects
 * Set examples directory path to Eclipse and select the pom.xml.
-* Then start `org.apache.ignite.examples.ExampleNodeStartup` (or whatever you 
want) to run at least one or more ignite node. When you run example code, you 
may notice that the number of node is increase one by one. 
+* Then start `org.apache.ignite.examples.ExampleNodeStartup` (or whatever you 
want) to run at least one or more ignite node. When you run example code, you 
may notice that the number of node is increase one by one.
 
 > **Tip. If you want to run Ignite examples on the cli not IDE, you can export 
 > executable Jar file from IDE. Then run it by using below command.**
 
-``` 
-$ nohup java -jar </path/to/your Jar file name> 
+```
+$ nohup java -jar </path/to/your Jar file name>
 ```
 
 ### Configuring Ignite Interpreter
@@ -78,17 +78,17 @@ For more interpreter binding information see 
[here](http://zeppelin.incubator.ap
 
 ### How to use Ignite SQL interpreter
 In order to execute SQL query, use ` %ignite.ignitesql ` prefix. <br>
-Supposing you are running 
`org.apache.ignite.examples.streaming.wordcount.StreamWords`, then you can use 
"words" cache( Of course you have to specify this cache name to the Ignite 
interpreter setting section `ignite.jdbc.url` of Zeppelin ). 
+Supposing you are running 
`org.apache.ignite.examples.streaming.wordcount.StreamWords`, then you can use 
"words" cache( Of course you have to specify this cache name to the Ignite 
interpreter setting section `ignite.jdbc.url` of Zeppelin ).
 For example, you can select top 10 words in the words cache using the 
following query
 
-``` 
-%ignite.ignitesql 
-select _val, count(_val) as cnt from String group by _val order by cnt desc 
limit 10 
-``` 
+```
+%ignite.ignitesql
+select _val, count(_val) as cnt from String group by _val order by cnt desc 
limit 10
+```
 
 ![IgniteSql on 
Zeppelin](../assets/themes/zeppelin/img/docs-img/ignite-sql-example.png)
 
-As long as your Ignite version and Zeppelin Ignite version is same, you can 
also use scala code. Please check the Zeppelin Ignite version before you 
download your own Ignite. 
+As long as your Ignite version and Zeppelin Ignite version is same, you can 
also use scala code. Please check the Zeppelin Ignite version before you 
download your own Ignite.
 
 ```
 %ignite

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/lens.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/lens.md b/docs/interpreter/lens.md
index c883f10..5c9c84a 100644
--- a/docs/interpreter/lens.md
+++ b/docs/interpreter/lens.md
@@ -17,7 +17,7 @@ group: manual
 In order to use Lens interpreters, you may install Apache Lens in some simple 
steps:
 
 1. Download Lens for latest version from [the 
ASF](http://www.apache.org/dyn/closer.lua/lens/2.3-beta). Or the older release 
can be found [in the Archives](http://archive.apache.org/dist/lens/).
-2. Before running Lens, you have to set HIVE_HOME and HADOOP_HOME. If you want 
to get more information about this, please refer to 
[here](http://lens.apache.org/lenshome/install-and-run.html#Installation). Lens 
also provides Pseudo Distributed mode. [Lens pseudo-distributed 
setup](http://lens.apache.org/lenshome/pseudo-distributed-setup.html) is done 
by using [docker](https://www.docker.com/). Hive server and hadoop daemons are 
run as separate processes in lens pseudo-distributed setup. 
+2. Before running Lens, you have to set HIVE_HOME and HADOOP_HOME. If you want 
to get more information about this, please refer to 
[here](http://lens.apache.org/lenshome/install-and-run.html#Installation). Lens 
also provides Pseudo Distributed mode. [Lens pseudo-distributed 
setup](http://lens.apache.org/lenshome/pseudo-distributed-setup.html) is done 
by using [docker](https://www.docker.com/). Hive server and hadoop daemons are 
run as separate processes in lens pseudo-distributed setup.
 3. Now, you can start lens server (or stop).
 
 ```
@@ -77,16 +77,16 @@ At the "Interpreters" menu, you can edit Lens interpreter 
or create new one. Zep
 
 ![Apache Lens Interpreter 
Setting](../assets/themes/zeppelin/img/docs-img/lens-interpreter-setting.png)
 
-### Interpreter Bindging for Zeppelin Notebook
+### Interpreter Binding for Zeppelin Notebook
 After configuring Lens interpreter, create your own notebook, then you can 
bind interpreters like below image.
 
-![Zeppelin Notebook Interpreter 
Biding](../assets/themes/zeppelin/img/docs-img/lens-interpreter-binding.png)
+![Zeppelin Notebook Interpreter 
Binding](../assets/themes/zeppelin/img/docs-img/lens-interpreter-binding.png)
 
 For more interpreter binding information see 
[here](http://zeppelin.incubator.apache.org/docs/manual/interpreters.html).
 
-### How to use 
-You can analyze your data by using [OLAP 
Cube](http://lens.apache.org/user/olap-cube.html) 
[QL](http://lens.apache.org/user/cli.html) which is a high level SQL like 
language to query and describe data sets organized in data cubes. 
-You may experience OLAP Cube like this [Video 
tutorial](https://cwiki.apache.org/confluence/display/LENS/2015/07/13/20+Minute+video+demo+of+Apache+Lens+through+examples).
 
+### How to use
+You can analyze your data by using [OLAP 
Cube](http://lens.apache.org/user/olap-cube.html) 
[QL](http://lens.apache.org/user/cli.html) which is a high level SQL like 
language to query and describe data sets organized in data cubes.
+You may experience OLAP Cube like this [Video 
tutorial](https://cwiki.apache.org/confluence/display/LENS/2015/07/13/20+Minute+video+demo+of+Apache+Lens+through+examples).
 As you can see in this video, they are using Lens Client 
Shell(./bin/lens-cli.sh). All of these functions also can be used on Zeppelin 
by using Lens interpreter.
 
 <li> Create and Use(Switch) Databases.
@@ -105,7 +105,7 @@ use newDb
 create storage your/path/to/lens/client/examples/resources/db-storage.xml
 ```
 
-<li> Create Dimensions, Show fields and join-chains of them. 
+<li> Create Dimensions, Show fields and join-chains of them.
 
 ```
 create dimension your/path/to/lens/client/examples/resources/customer.xml
@@ -121,8 +121,8 @@ dimension show joinchains customer
 
 <li> Create Caches, Show fields and join-chains of them.
 
-``` 
-create cube your/path/to/lens/client/examples/resources/sales-cube.xml 
+```
+create cube your/path/to/lens/client/examples/resources/sales-cube.xml
 ```
 
 ```
@@ -133,7 +133,7 @@ cube show fields sales
 cube show joinchains sales
 ```
 
-<li> Create Dimtables and Fact. 
+<li> Create Dimtables and Fact.
 
 ```
 create dimtable your/path/to/lens/client/examples/resources/customer_table.xml
@@ -163,7 +163,7 @@ query execute cube select customer_city_name, 
product_details.description, produ
 
 These are just examples that provided in advance by Lens. If you want to 
explore whole tutorials of Lens, see the [tutorial 
video](https://cwiki.apache.org/confluence/display/LENS/2015/07/13/20+Minute+video+demo+of+Apache+Lens+through+examples).
 
-### Lens UI Service 
+### Lens UI Service
 Lens also provides web UI service. Once the server starts up, you can open the 
service on http://serverhost:19999/index.html and browse. You may also check 
the structure that you made and use query easily here.
 
-![Lens UI Servive](../assets/themes/zeppelin/img/docs-img/lens-ui-service.png)
+![Lens UI Service](../assets/themes/zeppelin/img/docs-img/lens-ui-service.png)

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/r.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/r.md b/docs/interpreter/r.md
index 3706271..dc7b94f 100644
--- a/docs/interpreter/r.md
+++ b/docs/interpreter/r.md
@@ -15,26 +15,26 @@ This is a the Apache (incubating) Zeppelin project, with 
the addition of support
 Additional requirements for the R interpreter are:
 
  * R 3.1 or later (earlier versions may work, but have not been tested)
- * The `evaluate` R package. 
- 
+ * The `evaluate` R package.
+
 For full R support, you will also need the following R packages:
- 
- * `knitr` 
+
+ * `knitr`
  * `repr` -- available with `devtools::install_github("IRkernel/repr")`
  * `htmltools` -- required for some interactive plotting
  * `base64enc` -- required to view R base plots
 
-### Configuration 
+### Configuration
 
-To run Zeppelin with the R Interpreter, the SPARK_HOME environment variable 
must be set. The best way to do this is by editing `conf/zeppelin-env.sh`. 
+To run Zeppelin with the R Interpreter, the SPARK_HOME environment variable 
must be set. The best way to do this is by editing `conf/zeppelin-env.sh`.
 
-If it is not set, the R Interpreter will not be able to interface with Spark. 
+If it is not set, the R Interpreter will not be able to interface with Spark.
 
-You should also copy `conf/zeppelin-site.xml.template` to 
`conf/zeppelin-site.xml`.  That will ensure that Zeppelin sees the R 
Interpreter the first time it starts up. 
+You should also copy `conf/zeppelin-site.xml.template` to 
`conf/zeppelin-site.xml`.  That will ensure that Zeppelin sees the R 
Interpreter the first time it starts up.
 
 ### Using the R Interpreter
 
-By default, the R Interpreter appears as two Zeppelin Interpreters, `%r` and 
`%knitr`. 
+By default, the R Interpreter appears as two Zeppelin Interpreters, `%r` and 
`%knitr`.
 
 `%r` will behave like an ordinary REPL.  You can execute commands as in the 
CLI.   
 
@@ -44,7 +44,7 @@ R base plotting is fully supported
 
 [![replhist](screenshots/replhist.png)](screenshots/replhist.png)
 
-If you return a data.frame, Zeppelin will attempt to display it using 
Zeppelin's built-in visualizations. 
+If you return a data.frame, Zeppelin will attempt to display it using 
Zeppelin's built-in visualizations.
 
 [![replhist](screenshots/replhead.png)](screenshots/replhead.png)
 
@@ -61,7 +61,7 @@ The two interpreters share the same environment.  If you 
define a variable from
 If `SPARK_HOME` is set, the `SparkR` package will be loaded automatically:
 
 
[![sparkrfaithful](screenshots/sparkrfaithful.png)](screenshots/sparkrfaithful.png)
- 
+
 The Spark Context and SQL Context are created and injected into the local 
environment automatically as `sc` and `sql`.
 
 The same context are shared with the `%spark`, `%sql` and `%pyspark` 
interpreters:
@@ -79,9 +79,9 @@ And vice versa:
 
 ### Caveats & Troubleshooting
 
-* Almost all issues with the R interpreter turned out to be caused by an 
incorrectly set `SPARK_HOME`.  The R interpreter must load a version of the 
`SparkR` package that matches the running version of Spark, and it does this by 
searching `SPARK_HOME`. If Zeppelin isn't configured to interface with Spark in 
`SPARK_HOME`, the R interpreter will not be able to connect to Spark. 
+* Almost all issues with the R interpreter turned out to be caused by an 
incorrectly set `SPARK_HOME`.  The R interpreter must load a version of the 
`SparkR` package that matches the running version of Spark, and it does this by 
searching `SPARK_HOME`. If Zeppelin isn't configured to interface with Spark in 
`SPARK_HOME`, the R interpreter will not be able to connect to Spark.
 
-* The `knitr` environment is persistent. If you run a chunk from Zeppelin that 
changes a variable, then run the same chunk again, the variable has already 
been changed.  Use immutable variables. 
+* The `knitr` environment is persistent. If you run a chunk from Zeppelin that 
changes a variable, then run the same chunk again, the variable has already 
been changed.  Use immutable variables.
 
 * (Note that `%spark.r` and `$r` are two different ways of calling the same 
interpreter, as are `%spark.knitr` and `%knitr`. By default, Zeppelin puts the 
R interpreters in the `%spark.` Interpreter Group.
 
@@ -89,13 +89,13 @@ And vice versa:
 
 * If you return a data.frame (for instance, from calling `head()`) from the 
`%spark.r` interpreter, it will be parsed by Zeppelin's built-in data 
visualization system.  
 
-* Why `knitr` Instead of `rmarkdown`?  Why no `htmlwidgets`?  In order to 
support `htmlwidgets`, which has indirect dependencies, `rmarkdown` uses 
`pandoc`, which requires writing to and reading from disc.  This makes it many 
times slower than `knitr`, which can operate entirely in RAM. 
+* Why `knitr` Instead of `rmarkdown`?  Why no `htmlwidgets`?  In order to 
support `htmlwidgets`, which has indirect dependencies, `rmarkdown` uses 
`pandoc`, which requires writing to and reading from disc.  This makes it many 
times slower than `knitr`, which can operate entirely in RAM.
 
-* Why no `ggvis` or `shiny`?  Supporting `shiny` would require integrating a 
reverse-proxy into Zeppelin, which is a task. 
+* Why no `ggvis` or `shiny`?  Supporting `shiny` would require integrating a 
reverse-proxy into Zeppelin, which is a task.
 
-* Max OS X & case-insensitive filesystem.  If you try to install on a 
case-insensitive filesystem, which is the Mac OS X default, maven can 
unintentionally delete the install directory because `r` and `R` become the 
same subdirectory. 
+* Max OS X & case-insensitive filesystem.  If you try to install on a 
case-insensitive filesystem, which is the Mac OS X default, maven can 
unintentionally delete the install directory because `r` and `R` become the 
same subdirectory.
 
-* Error `unable to start device X11` with the repl interpreter.  Check your 
shell login scripts to see if they are adjusting the `DISPLAY` environment 
variable.  This is common on some operating systems as a workaround for ssh 
issues, but can interfere with R plotting. 
+* Error `unable to start device X11` with the repl interpreter.  Check your 
shell login scripts to see if they are adjusting the `DISPLAY` environment 
variable.  This is common on some operating systems as a workaround for ssh 
issues, but can interfere with R plotting.
 
 * akka Library Version or `TTransport` errors.  This can happen if you try to 
run Zeppelin with a SPARK_HOME that has a version of Spark other than the one 
specified with `-Pspark-1.x` when Zeppelin was compiled.
 
@@ -111,7 +111,7 @@ To run R code and visualize plots in Apache Zeppelin, you 
will need R on your ma
 
 + For Centos: `yum install R R-devel libcurl-devel openssl-devel`
 + For Ubuntu: `apt-get install r-base`
-    
+
 Validate your installation with a simple R command:
 
 ```
@@ -135,4 +135,3 @@ We recommend you to also install the following optional R 
libraries for happy da
 + caret
 + sqldf
 + wordcloud
-

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/scalding.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/scalding.md b/docs/interpreter/scalding.md
index f84636a..4430312 100644
--- a/docs/interpreter/scalding.md
+++ b/docs/interpreter/scalding.md
@@ -72,6 +72,6 @@ If you click on the icon for the pie chart, you should be 
able to see a chart li
 ![Scalding - Pie - 
Chart](../assets/themes/zeppelin/img/docs-img/scalding-pie.png)
 
 ### Current Status & Future Work
-The current implementation of the Scalding interpreter does not support 
canceling jobs, or fine-grained progress updates. 
+The current implementation of the Scalding interpreter does not support 
canceling jobs, or fine-grained progress updates.
 
 The pre-configured Scalding interpreter only supports Scalding in local mode. 
Hadoop mode for Scalding is currently unsupported, and will be future work 
(contributions welcome!).

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/interpreter/spark.md
----------------------------------------------------------------------
diff --git a/docs/interpreter/spark.md b/docs/interpreter/spark.md
index 5650af7..ce178e7 100644
--- a/docs/interpreter/spark.md
+++ b/docs/interpreter/spark.md
@@ -8,7 +8,7 @@ group: manual
 
 
 ## Spark Interpreter for Apache Zeppelin
-[Apache Spark](http://spark.apache.org) is supported in Zeppelin with 
+[Apache Spark](http://spark.apache.org) is supported in Zeppelin with
 Spark Interpreter group, which consisted of 4 interpreters.
 
 <table class="table-configuration">
@@ -40,7 +40,7 @@ Spark Interpreter group, which consisted of 4 interpreters.
 </table>
 
 ## Configuration
-Zeppelin provides the below properties for Spark interpreter. 
+Zeppelin provides the below properties for Spark interpreter.
 You can also set other Spark properties which are not listed in the table. If 
so, please refer to [Spark Available 
Properties](http://spark.apache.org/docs/latest/configuration.html#available-properties).
 <table class="table-configuration">
   <tr>
@@ -273,13 +273,13 @@ z.put("objName", myObject)
 %pyspark
 myObject = z.get("objName")
 {% endhighlight %}
-  
+
   </div>
 </div>
 
 ### Form Creation
 
-ZeppelinContext provides functions for creating forms. 
+ZeppelinContext provides functions for creating forms.
 In scala and python environments, you can create forms programmatically.
 <div class="codetabs">
   <div data-lang="scala" markdown="1">
@@ -306,13 +306,13 @@ z.select("formName", "option1", Seq(("option1", 
"option1DisplayName"),
 
 {% highlight python %}
 %pyspark
-# Create text input form 
+# Create text input form
 z.input("formName")
 
-# Create text input form with default value 
+# Create text input form with default value
 z.input("formName", "defaultValue")
 
-# Create select form 
+# Create select form
 z.select("formName", [("option1", "option1DisplayName"),
                       ("option2", "option2DisplayName")])
 
@@ -320,7 +320,7 @@ z.select("formName", [("option1", "option1DisplayName"),
 z.select("formName", [("option1", "option1DisplayName"),
                       ("option2", "option2DisplayName")], "option1")
 {% endhighlight %}
-  
+
   </div>
 </div>
 
@@ -359,5 +359,3 @@ This is to make the server communicate with KDC.
   > **NOTE:** If you do not have access to the above spark-defaults.conf file, 
optionally, you may add the lines to the Spark Interpreter through the 
Interpreter tab in the Zeppelin UI.
 
 4. That's it. Play with Zeppelin !
-
-

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/manual/dependencymanagement.md
----------------------------------------------------------------------
diff --git a/docs/manual/dependencymanagement.md 
b/docs/manual/dependencymanagement.md
index 612901e..acf6002 100644
--- a/docs/manual/dependencymanagement.md
+++ b/docs/manual/dependencymanagement.md
@@ -1,6 +1,6 @@
 ---
 layout: page
-title: "Dependnecy Management"
+title: "Dependency Management"
 description: ""
 group: manual
 ---
@@ -71,4 +71,3 @@ When your code requires external library, instead of doing 
download/copy/restart
     </ol>
   </div>
 </div>
-

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/manual/interpreters.md
----------------------------------------------------------------------
diff --git a/docs/manual/interpreters.md b/docs/manual/interpreters.md
index 43af964..692001a 100644
--- a/docs/manual/interpreters.md
+++ b/docs/manual/interpreters.md
@@ -32,13 +32,13 @@ When you click the ```+Create``` button in the interpreter 
page, the interpreter
 <img src="/assets/themes/zeppelin/img/screenshots/interpreter_create.png">
 
 ## What is Zeppelin Interpreter Setting?
-Zeppelin interpreter setting is the configuration of a given interpreter on 
Zeppelin server. For example, the properties are required for hive JDBC 
interpreter to connect to the Hive server. 
+Zeppelin interpreter setting is the configuration of a given interpreter on 
Zeppelin server. For example, the properties are required for hive JDBC 
interpreter to connect to the Hive server.
 
 <img src="/assets/themes/zeppelin/img/screenshots/interpreter_setting.png">
 
 Properties are exported as environment variable when property name is 
consisted of upper characters, numbers and underscore ([A-Z_0-9]). Otherwise 
set properties as JVM property.
 
-Each notebook can be binded to multiple Interpreter Settings using setting 
icon on upper right corner of the notebook.
+Each notebook can be bound to multiple Interpreter Settings using setting icon 
on upper right corner of the notebook.
 
 <img src="/assets/themes/zeppelin/img/screenshots/interpreter_binding.png" 
width="800px">
 
@@ -57,7 +57,6 @@ Each interpreters is belonged to a single group and 
registered together. All of
 ## Interpreter binding mode
 
 Each Interpreter Setting can choose one of two different interpreter binding 
mode.
-Shared mode (default) and 'Separate Interpreter for each note' mode. In shared 
mode, every notebook binded to the Interpreter Setting will share the single 
Interpreter instance. In 'Separate Interpreter for each note' mode, each 
notebook will create new Interpreter instance. Therefore each notebook will 
have fresh new Interpreter environment.
+Shared mode (default) and 'Separate Interpreter for each note' mode. In shared 
mode, every notebook bound to the Interpreter Setting will share the single 
Interpreter instance. In 'Separate Interpreter for each note' mode, each 
notebook will create new Interpreter instance. Therefore each notebook will 
have fresh new Interpreter environment.
 
 <img src="/assets/themes/zeppelin/img/screenshots/interpreter_persession.png" 
width="400px">
-

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/manual/notebookashomepage.md
----------------------------------------------------------------------
diff --git a/docs/manual/notebookashomepage.md 
b/docs/manual/notebookashomepage.md
index 3e43676..7b090ec 100644
--- a/docs/manual/notebookashomepage.md
+++ b/docs/manual/notebookashomepage.md
@@ -21,66 +21,66 @@ limitations under the License.
 
 ## Customize your zeppelin homepage
  Zeppelin allows you to use one of the notebooks you create as your zeppelin 
Homepage.
- With that you can brand your zeppelin installation, 
+ With that you can brand your zeppelin installation,
  adjust the instruction to your users needs and even translate to other 
languages.
 
  <br />
 ### How to set a notebook as your zeppelin homepage
 
 The process for creating your homepage is very simple as shown below:
- 
+
  1. Create a notebook using zeppelin
  2. Set the notebook id in the config file
  3. Restart zeppelin
- 
+
  <br />
 #### Create a notebook using zeppelin
   Create a new notebook using zeppelin,
   you can use ```%md``` interpreter for markdown content or any other 
interpreter you like.
-  
-  You can also use the display system to generate 
[text](../displaysystem/display.html), 
+
+  You can also use the display system to generate 
[text](../displaysystem/display.html),
   
[html](../displaysystem/display.html#html),[table](../displaysystem/table.html) 
or
    [angular](../displaysystem/angular.html)
 
-   Run (shift+Enter) the notebook and see the output. Optionally, change the 
notebook view to report to hide 
+   Run (shift+Enter) the notebook and see the output. Optionally, change the 
notebook view to report to hide
    the code sections.
-     
+
    <br />
 #### Set the notebook id in the config file
-  To set the notebook id in the config file you should copy it from the last 
word in the notebook url 
-  
+  To set the notebook id in the config file you should copy it from the last 
word in the notebook url
+
   for example
-  
+
   <img src="/assets/themes/zeppelin/img/screenshots/homepage_notebook_id.png" 
/>
 
-  Set the notebook id to the ```ZEPPELIN_NOTEBOOK_HOMESCREEN``` environment 
variable 
-  or ```zeppelin.notebook.homescreen``` property. 
-  
-  You can also set the ```ZEPPELIN_NOTEBOOK_HOMESCREEN_HIDE``` environment 
variable 
+  Set the notebook id to the ```ZEPPELIN_NOTEBOOK_HOMESCREEN``` environment 
variable
+  or ```zeppelin.notebook.homescreen``` property.
+
+  You can also set the ```ZEPPELIN_NOTEBOOK_HOMESCREEN_HIDE``` environment 
variable
   or ```zeppelin.notebook.homescreen.hide``` property to hide the new notebook 
from the notebook list.
 
   <br />
 #### Restart zeppelin
   Restart your zeppelin server
-  
+
   ```
-  ./bin/zeppelin-deamon stop 
+  ./bin/zeppelin-deamon stop
   ./bin/zeppelin-deamon start
   ```
   ####That's it! Open your browser and navigate to zeppelin and see your 
customized homepage...
-    
-  
+
+
 <br />
 ### Show notebooks list in your custom homepage
-If you want to display the list of notebooks on your custom zeppelin homepage 
all 
+If you want to display the list of notebooks on your custom zeppelin homepage 
all
 you need to do is use our %angular support.
-  
+
   <br />
   Add the following code to a paragraph in you home page and run it... walla! 
you have your notebooks list.
-  
+
   ```javascript
   println(
-  """%angular 
+  """%angular
     <div class="col-md-4" ng-controller="HomeCtrl as home">
       <h4>Notebooks</h4>
       <div>
@@ -95,15 +95,15 @@ you need to do is use our %angular support.
     </div>
   """)
   ```
-  
+
   After running the notebook you will see output similar to this one:
   <img 
src="/assets/themes/zeppelin/img/screenshots/homepage_notebook_list.png" />
-  
+
   The main trick here relays in linking the ```<div>``` to the controller:
-  
+
   ```javascript
   <div class="col-md-4" ng-controller="HomeCtrl as home">
   ```
-  
+
   Once we have ```home``` as our controller variable in our ```<div></div>``` 
-  we can use ```home.notes.list``` to get access to the notebook list.
\ No newline at end of file
+  we can use ```home.notes.list``` to get access to the notebook list.

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/manual/shiroauthentication.md
----------------------------------------------------------------------
diff --git a/docs/manual/shiroauthentication.md 
b/docs/manual/shiroauthentication.md
index c764885..2699130 100644
--- a/docs/manual/shiroauthentication.md
+++ b/docs/manual/shiroauthentication.md
@@ -20,7 +20,7 @@ limitations under the License.
 {% include JB/setup %}
 
 # Shiro authentication for Apache Zeppelin
-[Apache Shiro](http://shiro.apache.org/) is a powerful and easy-to-use Java 
security framework that performs authentication, authorization, cryptography, 
and session management. In this documentation, we will explain step by step how 
Shiro works for Zeppelin notebook authentication. 
+[Apache Shiro](http://shiro.apache.org/) is a powerful and easy-to-use Java 
security framework that performs authentication, authorization, cryptography, 
and session management. In this documentation, we will explain step by step how 
Shiro works for Zeppelin notebook authentication.
 
 When you connect to Apache Zeppelin, you will be asked to enter your 
credentials. Once you logged in, then you have access to all notes including 
other user's notes.
 
@@ -28,7 +28,7 @@ When you connect to Apache Zeppelin, you will be asked to 
enter your credentials
 You can setup **Zeppelin notebook authentication** in some simple steps.
 
 ####1. Secure the HTTP channel
-To secure the HTTP channel, you have to change both **anon** and 
**authcBasic** settings in `conf/shiro.ini`. In here, **anon** means "the 
access is anonymous" and **authcBasic** means "basic auth security". 
+To secure the HTTP channel, you have to change both **anon** and 
**authcBasic** settings in `conf/shiro.ini`. In here, **anon** means "the 
access is anonymous" and **authcBasic** means "basic auth security".
 
 The default status of them is
 
@@ -36,7 +36,7 @@ The default status of them is
 /** = anon
 #/** = authcBasic
 ```
-Deactivate the line "/** = anon" and activate the line "/** = authcBasic" in 
`conf/shiro.ini` file. 
+Deactivate the line "/** = anon" and activate the line "/** = authcBasic" in 
`conf/shiro.ini` file.
 
 ```
 #/** = anon
@@ -49,15 +49,15 @@ For the further information about  `shiro.ini` file format, 
please refer to [Shi
 Set to property **zeppelin.anonymous.allowed** to **false** in 
`conf/zeppelin-site.xml`. If you don't have this file yet, just copy 
`conf/zeppelin-site.xml.template` to `conf/zeppelin-site.xml`.
 
 ####3. Start Zeppelin
-        
+
 ```
 bin/zeppelin-daemon.sh start (or restart)
 ```
-       
+
 Then you can browse Zeppelin at [http://localhost:8080](http://localhost:8080).
 
 ####4. Login
-Finally, you can login using one of the below **username/password** 
combinations. 
+Finally, you can login using one of the below **username/password** 
combinations.
 
 <center><img src="../assets/themes/zeppelin/img/docs-img/zeppelin-login.png" 
width="40%" height="40%"></center>
 
@@ -66,7 +66,7 @@ admin = password1
 user1 = password2
 user2 = password3
 ```
-       
+
 Those combinations are defined in the `conf/shiro.ini` file.
 
-> **NOTE :** This documentation is originally from 
[SECURITY-README.md](https://github.com/apache/incubator-zeppelin/blob/master/SECURITY-README.md).
 
+> **NOTE :** This documentation is originally from 
[SECURITY-README.md](https://github.com/apache/incubator-zeppelin/blob/master/SECURITY-README.md).

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/rest-api/rest-configuration.md
----------------------------------------------------------------------
diff --git a/docs/rest-api/rest-configuration.md 
b/docs/rest-api/rest-configuration.md
index b7d2c14..83fb9bf 100644
--- a/docs/rest-api/rest-configuration.md
+++ b/docs/rest-api/rest-configuration.md
@@ -21,18 +21,18 @@ limitations under the License.
 
 ## Zeppelin REST API
  Zeppelin provides several REST API's for interaction and remote activation of 
zeppelin functionality.
- 
+
  All REST API are available starting with the following endpoint 
```http://[zeppelin-server]:[zeppelin-port]/api```
- 
- Note that zeppein REST API receive or return JSON objects, it it recommended 
you install some JSON viewers such as 
+
+ Note that Zeppelin REST API receive or return JSON objects, it it recommended 
you install some JSON viewers such as 
  
[JSONView](https://chrome.google.com/webstore/detail/jsonview/chklaanhfefbnpoihckbnefhakgolnmc)
- 
- 
- If you work with zeppelin and find a need for an additional REST API please 
[file an issue or send us mail](../../community.html) 
+
+
+ If you work with zeppelin and find a need for an additional REST API please 
[file an issue or send us mail](../../community.html)
 
  <br />
 ### Configuration REST API list
-  
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -41,7 +41,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```GET``` method return all key/value pair of configurations on 
the server.<br/> 
+      <td>This ```GET``` method return all key/value pair of configurations on 
the server.<br/>
       Note: For security reason, some pairs would not be shown.</td>
     </tr>
     <tr>
@@ -94,9 +94,9 @@ limitations under the License.
       </td>
     </tr>
   </table>
-  
+
 <br/>
-   
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -105,7 +105,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```GET``` method return all prefix matched key/value pair of 
configurations on the server.<br/> 
+      <td>This ```GET``` method return all prefix matched key/value pair of 
configurations on the server.<br/>
       Note: For security reason, some pairs would not be shown.</td>
     </tr>
     <tr>

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/rest-api/rest-interpreter.md
----------------------------------------------------------------------
diff --git a/docs/rest-api/rest-interpreter.md 
b/docs/rest-api/rest-interpreter.md
index a2053eb..86a8dee 100644
--- a/docs/rest-api/rest-interpreter.md
+++ b/docs/rest-api/rest-interpreter.md
@@ -21,18 +21,18 @@ limitations under the License.
 
 ## Zeppelin REST API
  Zeppelin provides several REST API's for interaction and remote activation of 
zeppelin functionality.
- 
+
  All REST API are available starting with the following endpoint 
`http://[zeppelin-server]:[zeppelin-port]/api`.
- Note that zeppein REST API receive or return JSON objects, it it recommended 
you install some JSON viewers such as 
+ Note that Zeppelin REST API receive or return JSON objects, it it recommended 
you install some JSON viewers such as 
  [JSON 
View](https://chrome.google.com/webstore/detail/jsonview/chklaanhfefbnpoihckbnefhakgolnmc).
- 
- If you work with zeppelin and find a need for an additional REST API, please 
[file an issue or send us 
mail](http://zeppelin.incubator.apache.org/community.html). 
+
+ If you work with zeppelin and find a need for an additional REST API, please 
[file an issue or send us 
mail](http://zeppelin.incubator.apache.org/community.html).
 
  <br />
 ## Interpreter REST API List
-  
+
   The role of registered interpreters, settings and interpreters group are 
described in [here](../manual/interpreters.html).
-  
+
 ### 1. List of Registered Interpreters & Interpreter Settings
 
   <table class="table-configuration">
@@ -106,9 +106,9 @@ limitations under the License.
       </td>
     </tr>
   </table>
-  
+
 <br/>
-   
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -268,8 +268,8 @@ limitations under the License.
       </td>
     </tr>
   </table>
-  
-  
+
+
 <br/>
 
 ### 3. Update an Interpreter Setting
@@ -354,7 +354,7 @@ limitations under the License.
     </tr>
   </table>
 
-  
+
 <br/>
 ### 4. Delete an Interpreter Setting
 
@@ -388,9 +388,9 @@ limitations under the License.
     </tr>
   </table>
 
-  
+
 <br/>
-### 5. Restart an Interpreter 
+### 5. Restart an Interpreter
 
   <table class="table-configuration">
     <col width="200">

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/rest-api/rest-notebook.md
----------------------------------------------------------------------
diff --git a/docs/rest-api/rest-notebook.md b/docs/rest-api/rest-notebook.md
index 1f99657..b06692c 100644
--- a/docs/rest-api/rest-notebook.md
+++ b/docs/rest-api/rest-notebook.md
@@ -21,20 +21,20 @@ limitations under the License.
 
 ## Zeppelin REST API
  Zeppelin provides several REST APIs for interaction and remote activation of 
zeppelin functionality.
- 
+
  All REST APIs are available starting with the following endpoint 
```http://[zeppelin-server]:[zeppelin-port]/api```
- 
+
  Note that zeppelin REST APIs receive or return JSON objects, it is 
recommended for you to install some JSON viewers
   such as 
[JSONView](https://chrome.google.com/webstore/detail/jsonview/chklaanhfefbnpoihckbnefhakgolnmc)
- 
- 
- If you work with zeppelin and find a need for an additional REST API please 
[file an issue or send us mail](../../community.html) 
+
+
+ If you work with zeppelin and find a need for an additional REST API please 
[file an issue or send us mail](../../community.html)
 
  <br />
 ### Notebook REST API list
-  
-  Notebooks REST API supports the following operations: List, Create, Get, 
Delete, Clone, Run, Export, Import as detailed in the following table 
-  
+
+  Notebooks REST API supports the following operations: List, Create, Get, 
Delete, Clone, Run, Export, Import as detailed in the following table
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -64,7 +64,7 @@ limitations under the License.
       
<td><pre>{"status":"OK","message":"","body":[{"name":"Homepage","id":"2AV4WUEMK"},{"name":"Zeppelin
 Tutorial","id":"2A94M5J1Z"}]}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -99,7 +99,7 @@ limitations under the License.
       <td> sample JSON input (with initial paragraphs) </td>
       <td><pre>
 {
-  "name": "name of new notebook", 
+  "name": "name of new notebook",
   "paragraphs": [
     {
       "title": "paragraph title1",
@@ -118,7 +118,7 @@ limitations under the License.
       <td><pre>{"status": "CREATED","message": "","body": 
"2AZPHY918"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -220,7 +220,7 @@ limitations under the License.
       </pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -251,9 +251,9 @@ limitations under the License.
       <td><pre>{"status":"OK","message":""}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
-  
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -262,7 +262,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```POST``` method clones a notebook by the given id and create 
a new notebook using the given name 
+      <td>This ```POST``` method clones a notebook by the given id and create 
a new notebook using the given name
           or default name if none given.
           The body field of the returned JSON contains the new notebook id.
       </td>
@@ -288,7 +288,7 @@ limitations under the License.
       <td><pre>{"status": "CREATED","message": "","body": 
"2AZPHY918"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -319,7 +319,7 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -330,7 +330,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```DELETE``` method stops all paragraph in the given notebook 
id. 
+      <td>This ```DELETE``` method stops all paragraph in the given notebook 
id.
       </td>
     </tr>
     <tr>
@@ -350,9 +350,9 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -363,7 +363,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```GET``` method gets all paragraph status by the given 
notebook id. 
+      <td>This ```GET``` method gets all paragraph status by the given 
notebook id.
           The body field of the returned JSON contains of the array that 
compose of the paragraph id, paragraph status, paragraph finish date, paragraph 
started date.
       </td>
     </tr>
@@ -384,7 +384,7 @@ limitations under the License.
       
<td><pre>{"status":"OK","body":[{"id":"20151121-212654_766735423","status":"FINISHED","finished":"Tue
 Nov 24 14:21:40 KST 2015","started":"Tue Nov 24 14:21:39 KST 
2015"},{"progress":"1","id":"20151121-212657_730976687","status":"RUNNING","finished":"Tue
 Nov 24 14:21:35 KST 2015","started":"Tue Nov 24 14:21:40 KST 
2015"}]}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -395,7 +395,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```POST``` method runs the paragraph by given notebook and 
paragraph id. 
+      <td>This ```POST``` method runs the paragraph by given notebook and 
paragraph id.
       </td>
     </tr>
     <tr>
@@ -427,7 +427,7 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -438,7 +438,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```DELETE``` method stops the paragraph by given notebook and 
paragraph id. 
+      <td>This ```DELETE``` method stops the paragraph by given notebook and 
paragraph id.
       </td>
     </tr>
     <tr>
@@ -458,7 +458,7 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -469,7 +469,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```POST``` method adds cron job by the given notebook id. 
+      <td>This ```POST``` method adds cron job by the given notebook id.
       </td>
     </tr>
     <tr>
@@ -493,7 +493,7 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -504,7 +504,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```DELETE``` method removes cron job by the given notebook id. 
+      <td>This ```DELETE``` method removes cron job by the given notebook id.
       </td>
     </tr>
     <tr>
@@ -524,7 +524,7 @@ limitations under the License.
       <td><pre>{"status":"OK"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -535,7 +535,7 @@ limitations under the License.
     </tr>
     <tr>
       <td>Description</td>
-      <td>This ```GET``` method gets cron job expression of given notebook id. 
+      <td>This ```GET``` method gets cron job expression of given notebook id.
           The body field of the returned JSON contains the cron expression.
       </td>
     </tr>
@@ -585,7 +585,7 @@ limitations under the License.
       <td><pre>{"status":"OK", body: 
[{"id":"<noteId>/paragraph/<paragraphId>", "name":"Notebook Name", 
"snippet":"", "text":""}]}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
 
@@ -616,16 +616,16 @@ limitations under the License.
     <tr>
       <td> sample JSON input (add to the last) </td>
       <td><pre>
-  { 
-    "title": "Paragraph insert revised", 
-    "text": "%spark\nprintln(\"Paragraph insert revised\")" 
+  {
+    "title": "Paragraph insert revised",
+    "text": "%spark\nprintln(\"Paragraph insert revised\")"
   }</pre></td>
     </tr>
     <tr>
       <td> sample JSON input (add to specific index) </td>
       <td><pre>
-  { 
-    "title": "Paragraph insert revised", 
+  {
+    "title": "Paragraph insert revised",
     "text": "%spark\nprintln(\"Paragraph insert revised\")",
     "index": 0
   }
@@ -636,7 +636,7 @@ limitations under the License.
       <td><pre>{"status": "CREATED","message": "","body": 
"20151218-100330_1754029574"}</pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -709,7 +709,7 @@ limitations under the License.
       </pre></td>
     </tr>
   </table>
-  
+
 <br/>
 
   <table class="table-configuration">
@@ -740,7 +740,7 @@ limitations under the License.
       <td><pre>{"status":"OK","message":""}</pre></td>
     </tr>
   </table>
-  
+
 
 <br/>
 
@@ -772,9 +772,9 @@ limitations under the License.
       <td><pre>{"status":"OK","message":""}</pre></td>
     </tr>
   </table>
-  
 
-  
+
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -826,7 +826,7 @@ limitations under the License.
 }</pre></td>
     </tr>
   </table>
-  
+
   <table class="table-configuration">
     <col width="200">
     <tr>
@@ -881,4 +881,4 @@ limitations under the License.
       <td><pre>"status": "CREATED","message": "","body": 
"2AZPHY918"}</pre></td>
     </tr>
     </tr>
-  </table>
\ No newline at end of file
+  </table>

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/screenshots.md
----------------------------------------------------------------------
diff --git a/docs/screenshots.md b/docs/screenshots.md
index 90f8796..7a389b7 100644
--- a/docs/screenshots.md
+++ b/docs/screenshots.md
@@ -42,4 +42,4 @@ limitations under the License.
      </div>
      <div class="col-md-3">
      </div>
-</div>
\ No newline at end of file
+</div>

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/security/authentication.md
----------------------------------------------------------------------
diff --git a/docs/security/authentication.md b/docs/security/authentication.md
index 4806b2f..78f859b 100644
--- a/docs/security/authentication.md
+++ b/docs/security/authentication.md
@@ -19,10 +19,10 @@ limitations under the License.
 -->
 # Authentication
 
-Authentication is company-specific. 
+Authentication is company-specific.
 
 One option is to use [Basic Access 
Authentication](https://en.wikipedia.org/wiki/Basic_access_authentication)
- 
+
 ### HTTP Basic Authentication using NGINX
 
 > **Quote from Wikipedia:** NGINX is a web server. It can act as a reverse 
 > proxy server for HTTP, HTTPS, SMTP, POP3, and IMAP protocols, as well as a 
 > load balancer and an HTTP cache.
@@ -33,12 +33,12 @@ Here are instructions how to accomplish the setup NGINX as 
a front-end authentic
 This instruction based on Ubuntu 14.04 LTS but may work with other OS with few 
configuration changes.
 
 1. Install NGINX server on your server instance
-   
+
     You can install NGINX server with same machine where zeppelin installed or 
separate machine where it is dedicated to serve as proxy server.
 
     ```
     $ apt-get install nginx
-    ``` 
+    ```
 
 1. Setup init script in NGINX
 
@@ -69,7 +69,7 @@ This instruction based on Ubuntu 14.04 LTS but may work with 
other OS with few c
         ssl_certificate [PATH-TO-YOUR-CERT-FILE];            # optional, to 
serve HTTPS connection
         ssl_certificate_key [PATH-TO-YOUR-CERT-KEY-FILE];    # optional, to 
serve HTTPS connection
 
-        if ($ssl_protocol = "") { 
+        if ($ssl_protocol = "") {
             rewrite ^ https://$host$request_uri? permanent;        # optional, 
force to use HTTPS
         }
 
@@ -104,7 +104,7 @@ This instruction based on Ubuntu 14.04 LTS but may work 
with other OS with few c
     ```
 
     Then make a symbolic link to this file from `/etc/nginx/sites-enabled/` to 
enable configuration above when NGINX reloads.
-    
+
     ```
     $ ln -s /etc/nginx/sites-enabled/my-basic-auth 
/etc/nginx/sites-available/my-basic-auth
     ```
@@ -141,7 +141,5 @@ This instruction based on Ubuntu 14.04 LTS but may work 
with other OS with few c
 
 Another option is to have an authentication server that can verify user 
credentials in an LDAP server.
 If an incoming request to the Zeppelin server does not have a cookie with user 
information encrypted with the authentication server public key, the user
-is redirected to the authentication server. Once the user is verified, the 
authentication server redirects the browser to a specific 
-URL in the Zeppelin server which sets the authentication cookie in the 
browser. 
-The end result is that all requests to the Zeppelin
-web server have the authentication cookie which contains user and groups 
information.
+is redirected to the authentication server. Once the user is verified, the 
authentication server redirects the browser to a specific URL in the Zeppelin 
server which sets the authentication cookie in the browser.
+The end result is that all requests to the Zeppelin web server have the 
authentication cookie which contains user and groups information.

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/security/notebook_authorization.md
----------------------------------------------------------------------
diff --git a/docs/security/notebook_authorization.md 
b/docs/security/notebook_authorization.md
index b9521b1..aafe060 100644
--- a/docs/security/notebook_authorization.md
+++ b/docs/security/notebook_authorization.md
@@ -33,5 +33,5 @@ Before executing a Note operation, it checks if the user and 
the groups associat
 operation, it checks if the user and the groups have at least one entity that 
belongs to the reader entities.
 
 To initialize and modify note permissions, we provide UI like "Interpreter 
binding". The user inputs comma separated entities for owners, readers and 
writers.
-We execute a rest api call with this information. In the backend we get the 
user information for the connection and allow the operation if the user and 
groups 
+We execute a rest api call with this information. In the backend we get the 
user information for the connection and allow the operation if the user and 
groups
 associated with the current user have at least one entity that belongs to 
owner entities for the note.

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/sitemap.txt
----------------------------------------------------------------------
diff --git a/docs/sitemap.txt b/docs/sitemap.txt
index 25c568f..360fa22 100644
--- a/docs/sitemap.txt
+++ b/docs/sitemap.txt
@@ -5,4 +5,4 @@ title : Sitemap
 {% for page in site.pages %}
 {{site.production_url}}{{ page.url }}{% endfor %}
 {% for post in site.posts %}
-{{site.production_url}}{{ post.url }}{% endfor %}
\ No newline at end of file
+{{site.production_url}}{{ post.url }}{% endfor %}

http://git-wip-us.apache.org/repos/asf/incubator-zeppelin/blob/a313e492/docs/storage/storage.md
----------------------------------------------------------------------
diff --git a/docs/storage/storage.md b/docs/storage/storage.md
index bcfb837..65dc0ef 100644
--- a/docs/storage/storage.md
+++ b/docs/storage/storage.md
@@ -20,12 +20,12 @@ limitations under the License.
 ### Notebook Storage
 
 Zeppelin has a pluggable notebook storage mechanism controlled by 
`zeppelin.notebook.storage` configuration option with multiple implementations.
-There are few Notebook storages avaialble for a use out of the box:
+There are few Notebook storages available for a use out of the box:
  - (default) all notes are saved in the notebook folder in your local File 
System - `VFSNotebookRepo`
  - there is also an option to version it using local Git repository - 
`GitNotebookRepo`
  - another option is Amazon S3 service - `S3NotebookRepo`
 
-Multiple storages can be used at the same time by providing a comma-separated 
list of the calss-names in the confiruration.
+Multiple storages can be used at the same time by providing a comma-separated 
list of the class-names in the configuration.
 By default, only first two of them will be automatically kept in sync by 
Zeppelin.
 
 </br>
@@ -44,7 +44,7 @@ To enable versioning for all your local notebooks though a 
standard Git reposito
 </br>
 #### Notebook Storage in S3  <a name="S3"></a>
 
-For notebook storage in S3 you need the AWS credentials, for this there are 
three options, the enviroment variable ```AWS_ACCESS_KEY_ID``` and 
```AWS_ACCESS_SECRET_KEY```,  credentials file in the folder .aws in you home 
and IAM role for your instance. For complete the need steps is necessary:
+For notebook storage in S3 you need the AWS credentials, for this there are 
three options, the environment variable ```AWS_ACCESS_KEY_ID``` and 
```AWS_ACCESS_SECRET_KEY```,  credentials file in the folder .aws in you home 
and IAM role for your instance. For complete the need steps is necessary:
 
 </br>
 you need the following folder structure on S3
@@ -56,14 +56,14 @@ bucket_name/
 
 ```
 
-set the enviroment variable in the file **zeppelin-env.sh**:
+set the environment variable in the file **zeppelin-env.sh**:
 
 ```
 export ZEPPELIN_NOTEBOOK_S3_BUCKET = bucket_name
 export ZEPPELIN_NOTEBOOK_S3_USER = username
 ```
 
-in the file **zeppelin-site.xml** uncommet and complete the next property:
+in the file **zeppelin-site.xml** uncomment and complete the next property:
 
 ```
 <!--If used S3 to storage, it is necessary the following folder structure 
bucket_name/username/notebook/-->

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