Created
August 10, 2012 18:04
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How do I use INDEXOF to filter in pig?
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REGISTER 'socorro-toolbox-0.1-SNAPSHOT.jar' | |
REGISTER 'lib/akela-0.4-SNAPSHOT.jar' | |
SET pig.logfile improveskiplist.log; | |
SET default_parallel 2; | |
SET pig.tmpfilecompression true; | |
SET pig.tmpfilecompression.codec lzo; | |
DEFINE JsonMap com.mozilla.pig.eval.json.JsonMap(); | |
DEFINE LookupFirstSourceFrame com.mozilla.socorro.pig.eval.LookupFirstSourceFrame(); | |
raw = LOAD 'hbase://crash_reports' USING com.mozilla.pig.load.HBaseMultiScanLoader('$start_date', '$end_date', | |
'yyMMdd', | |
'meta_data:json,processed_data:json', | |
'true') AS | |
(k:bytearray, meta_json:chararray, processed_json:chararray); | |
genmap = FOREACH raw GENERATE k, JsonMap(processed_json) AS processed_json_map:map[]; | |
tr = FOREACH genmap GENERATE | |
k, | |
processed_json_map#'signature' AS signature, | |
LookupFirstSourceFrame(processed_json_map#'dump', | |
(int) processed_json_map#'crashedThread') AS betterSignature; | |
flt = FILTER tr BY (INDEXOF(betterSignature, signature) is not null); | |
grouped = GROUP flt BY (signature, betterSignature); | |
summary = FOREACH grouped GENERATE FLATTEN(group), COUNT(flt); | |
STORE summary INTO 'improveskiplist-$start_date-$end_date' USING PigStorage(); |
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