Apache Pig: Extra query parameters from web log
I am working on analyzing AWS CloudFront access logs.
I have the code to load the lines of the file
raw_logs2 =LOAD 'file:///home/ec2-user/ENWRZAC68E00M.2011-02-28-18.72jA8eGh'
USING PigStorage('\t')
AS (
date: chararray, time: chararray, x_edge_location: chararray, sc_bytes: int,
c_ip: chararray, cs_method: chararray, cs_host: chararray, cs_uri_stem: chararray开发者_JAVA技巧,
sc_status: chararray, cs_referer: chararray, cs_user_agent:chararray, cs_uri_query: chararray
);
Now I am trying to parse the query string parameters(name/value pairs):
p=searchresults&s=homesforsale&gad=&gci=FOUNTAIN%2520VALLEY&gst=CA&gzi=&k=fountainvalleyca&ts=1298918206&
How can I add an additional columns to my raw_logs2 table for the values of p,s and gci in the query string?
One quick way to do it is to use REGEX_EXTRACT_ALL:
raw_logs =
GENERATE
*,
FLATTEN(REGEX_EXTRACT_ALL(cs_uri_query, 'p=(.+?)&s=(.+?)&.+?gci=(.+?)&.+?'))
AS (p:CHARARRAY, s:CHARARRAY, gci:CHARARRAY);`
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