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I don't know any details about actually using it effectively with Spark. Spark has a very active mailing list and freenode #apache-spark IRC channel which I'm sure will yield better tips.
I wanted to use the Python APIs like BeautifulSoup, how can we use external python api's along with pyspark
http://omz-software.com/pythonista/docs/ios/beautifulsoup_guide.html
http://apache-spark-user-list.1001560.n3.nabble.com/How-to-consider-HTML-files-in-Spark-td22017.html
https://pypi.python.org/pypi/beautifulsoup4
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