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Built-in Libraries:
Spark Documentation
Setup instructions, programming guides, and other documentation are available for each version of Spark below:
The documentation linked to above covers getting started with Spark, as well the built-in components ,
In addition, this page lists other resources for learning Spark.
for videos from Spark events. There are separate
for videos of different topics. Besides browsing through playlists, you can also find direct links to videos below.
Screencast Tutorial Videos
Spark Summit Videos
Videos from Spark Summit 2014, San Francisco, June 30 - July 2 2013
Videos from Spark Summit 2013, San Francisco, Dec 2-3 2013
Meetup Talk Videos
In addition to the videos listed below, you can also view .
(slides: , )
(slides: , )
Training Materials
are available online. These include videos and slides of talks as well as exercises you can run on your laptop. Topics include Spark core, tuning and debugging, Spark SQL, Spark Streaming, GraphX and MLlib.
included a training session, with slides and videos available on .
The session also included
that you can walk through on Amazon EC2.
regularly hosts training camps on Spark and related projects.
Slides, videos and EC2-based exercises from each of these are available online:
(Strata Santa Clara, Feb 2014) & focus on BlinkDB, MLlib, GraphX, Tachyon
(Berkeley, CA, Aug 2013)
(Strata Santa Clara, Feb 2013)
(Berkeley, CA, Aug 2012)
Hands-On Exercises
. These let you install Spark on your laptop and learn basic concepts, Spark SQL, Spark Streaming, GraphX and MLlib.
. These exercises let you launch a small EC2 cluster, load a dataset, and query it with Spark, Shark, Spark Streaming, and MLlib.
External Tutorials, Blog Posts, and Talks
& Scala-friendly Parquet and Avro usage tutorial from Ooyala's Evan Chan
& by Sampo Niskanen from Wellmo
& contained 30 talks about Spark use cases, available as slides and videos
& Spark Streaming tutorial by Patrick Wendell
& Using Parquet in Spark by Matt Massie
& Presentation by Evan Chan from Ooyala at 2013 Cassandra Summit
& Developer blog post by James Percent
& Article by Amazon Elastic MapReduce team member Parviz Deyhim
& Quantifind tech blog post by Imran Rashid
& Quantifind tech blog by Imran Rashid
& IBM Developer Works article by M. Tim Jones
, by Holden Karau, Andy Konwinski, Patrick Wendell and Matei Zaharia (O'Reilly Media)
, by Marko Bonaci and Petar Zecevic (Manning)
, by Sandy Ryza, Uri Laserson, Sean Owen and Josh Wills (O'Reilly Media)
, by Michael Malak (Manning)
, by Holden Karau (Packt Publishing)
shows the basic API in Scala, Java and Python.
information for developers, such as architecture documents and how to
Research Papers
Spark was initially developed as a UC Berkeley research project, and much of the design is documented in papers.
lists some of the original motivation and direction.
The following papers have been published about Spark and related projects.
. Reynold Xin, Joshua Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica. Technical Report UCB/EECS-. November 2012.
Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion Stoica. HotCloud 2012. June 2012.
(demo). Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Haoyuan Li, Scott Shenker, Ion Stoica. SIGMOD 2012. May 2012. Best Demo Award.
Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica. NSDI 2012. April 2012. Best Paper Award and Honorable Mention for Community Award.
Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica. Technical Report UCB/EECS-2011-82.
July 2011.
. Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica. HotCloud 2010. June 2010.
Apache Spark, Spark, Apache, and the Spark logo are trademarks of【death of a spark】_Mono In VCF-death of a spark在线试听_歌词下载-酷我音乐
&death of a spark
《death of a spark》 - Mono In VCF
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歌曲榜Top10mono脫離.net framework 運行的框架示例, - 下载频道
- CSDN.NET
&&&&mono脫離.net framework 運行的框架示例,
mono脫離.net framework 運行的框架示例,
这几天看了很多关于脱离框架运行C#程序的文章，千篇一律，都是讲飞信方案的，此方案涉及一些法律问题，只能自己研究一下，后来用google美国网站搜了一把，看了些文章，无意中发现mono，又用mono关键字到google中国搜了一把，已经有人实现控制台程序脱离.net框架了。
其实就是换mono的公共语言运行时来使用。这样做的好处是体积小，发布免安装。首先，您需要下载mono的最新版。 /pub/mono/archive/1.9.1/windows-installer/2/mono- 1.9.1-gtksharp-2.10.4-win32-2.exe，安装后，就可以继续进行了。
1、用Visual Studio创建一个Windows应用程序，假设叫做WinApp，并添加一个按钮。
2、编译此项目，得到一个WinApp.exe文件。
3、自己建立一个文件夹WinApp，其中再建立bin和lib这两个文件夹
4、将mono安装文件夹中的bin和lib子文件夹中需要的文件拷贝至刚才建立的那两个文件夹。mono的默认安装位置是：C:\Program Files\Mono-1.9.1
5、将需要运行的exe文件放入WinApp文件夹。
6、调用，可以使用bat批处理来调用，bin\mono.exe WinApp.exe。(其实写个VC++的小程序调用最好，可以我很菜)
好了，发个代码上来，有兴趣的朋友可以研究一下，7zip打包后仅3.26MB，却实现了免安装微软庞大的框架。此测试项目我在纯净的虚拟机和本机均测试过，但有个bug，mono对中文路径支持不好，如若有中文路径，则无法运行。我后来又试了用C:\Program Files\Mono-1.9.1\bin\mono.exe来执行，则没有中文路径问题。我觉得缺少了哪个文件，一个一个试着拷贝到WinApp文件夹中，再用批处理来执行，还是错误。后来干脆将整个安装目录的文件全搬到WinApp目录中，执行批处理还是失败，可是用C:\Program Files\Mono-1.9.1\bin\mono.exe来执行就是能成功，百思不得其解啊！究竟少了什么东西呢？
注意：例子中的dll文件已经为最精简，一个都不能缺少，我是用最笨的办法，删除到回收站，运行，重复此过程来确定需要保留哪些dll的。如果你机子上装有.net框架，你当然可以直接运行此程序，或者用bat来运行也可以，效果是不一样的。
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