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Pig >> mail # user >> group by clickstream


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Steve Bernstein 2012-08-29, 23:27
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Steve Bernstein 2012-08-30, 16:06
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RE: group by clickstream
Nvm, here's what I'll do, but if anyone has a better idea, please do tell.

I'll STORE the bag using PigStorage(';') to delimit the chararrays, then reload it with an appropriate schema, treating the page sequences as concatenated strings, then group and count by those.  I can SPLIT() out the outer bag in advance of that to maintain isolation by the inner bag's sibling data elements.

SB
-----Original Message-----
From: Steve Bernstein [mailto:[EMAIL PROTECTED]]
Sent: Thursday, August 30, 2012 9:07 AM
To: [EMAIL PROTECTED]
Subject: RE: group by clickstream

Some clarification on the below.  Ignore the outer bag, I'd removed some data elements for clarity and simplicity.  Basically, I'm trying to find a way to go from:

{(pg),(pg),...,(pg)}
to
{(pg,pg,...,pg)}

For an abritrary number of "pg" tuples.

SB

-----Original Message-----
From: Steve Bernstein [mailto:[EMAIL PROTECTED]]
Sent: Wednesday, August 29, 2012 4:28 PM
To: [EMAIL PROTECTED]
Subject: group by clickstream

Hi all,
I have a bag, clickstreams: {clickStream: {pageName: chararray}}, for which each row represents a sequence of pages and events in a single session on a website.  The interior bag, clickstream, represents this as a sequence of one or more single element tuples, e.g.,

{(homepage),(pg1),(pg2),...,(pgN)}

I'd like to group by the sequences so I can get counts and ultimately sort to find the most common clickstreams.  A bag can't be a key for grouping, I've discovered, but it seems like it ought to be easy to flatten the clickstream bag into some other form such that the sequences can be used as keys for grouping.  But I can't figure it out.

Any ideas?

Thanks!
Steve
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=?KOI8-U?B?96bUwcymyiD0yc... 2012-08-31, 20:48
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Steve Bernstein 2012-08-31, 23:14
NEW: Monitor These Apps!
elasticsearch, apache solr, apache hbase, hadoop, redis, casssandra, amazon cloudwatch, mysql, memcached, apache kafka, apache zookeeper, apache storm, ubuntu, centOS, red hat, debian, puppet labs, java, senseiDB