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Pig >> mail # user >> multiple file storage with pig


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Pablo Nebrera 2013-07-30, 10:21
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Miguel Angel Martin junqu... 2013-07-30, 12:56
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Re: multiple file storage with pig
Pablo,

For your first question what you want to do is called a projection of your "grouped" relation. Something like this should work:

grouped = foreach (group cleaned by (timestamp, sensor_name, sig_generator, sig_id)) generate flatten(group) as (timestamp, sensor_name, sig_generator, sig_id);

the flatten(...) is to take your group key (a tuple with four fields) and flatten it into a single tuple in the grouped relation. What I don't understand is why you'd want to do it that way and not simply do a projection and a distinct instead (since you're not doing anything with the grouped data; counting, summing, other operations on the json data for a single sensor and timestamp, etc). That distinct would look like:

distinct_data = distinct (foreach cleaned generate timestamp..sig_id);
Finally, for the last question, pig has a little known (and therefor little used) storefunc called "MultiStorage". If you want to store separate files, one per timestamp-sensor_name-sig_generator-sig_id then I'd first make a new field using pig's CONCAT function to use as the file name since storing files with parenthesis is probably a bad idea:

with_filename = foreach distinct_data generate CONCAT(timestamp, CONCAT('-', CONCAT(sensor_name, CONCAT('-', CONCAT(sig_generator, CONCAT('-', sig_id)))))) as filename, timestamp..sig_id;

store with_filename into '/data' using org.apache.pig.piggybank.storage.MultiStorage('/data', '0');

where '/data' is the directory on hdfs where the files will go and 0 is the numerical index of the field to use as the file name, called filename in this case. I would warn you though, this will open many streams at once and could ddos your hadoop data nodes if the number of unique filenames is large.

--jacob
@thedatachef

On Jul 30, 2013, at 5:21 AM, Pablo Nebrera wrote:

> Hello
>
> I have this pig script:
>
> register '/path_to_jars/elephant-bird-pig-3.0.7.jar';
> register '/path_to_jars/json-simple-1.1.1.jar';
> register '/path_to_jars/redBorder-pig.jar';
>
> data = load '/data/events/2013/07/29/16h03/part-00001.gz' using
> com.twitter.elephantbird.pig.load.JsonLoader() as (json: map[]);
> cleaned = foreach data generate json#'timestamp'/3600*3600 as timestamp,
> (chararray) json#'sensor_name' as sensor_name, (int) json#'sig_generator'
> as sig_generator, (int) json#'sig_id' as sig_id, json as data;
> grouped = GROUP cleaned BY (timestamp, sensor_name, sig_generator, sig_id);
>
>
>
>
>
> The input file is json file something like:
>
> {"timestamp":1374820560, "sensor_id":2, "sensor_name":"sensor-produccion",
> "sig_generator":1, "sig_id":402, "rev":11, "priority":3,
> "classification":"Misc activity", "msg":"Snort Alert [1:402:11]",
> "payload":"XXXXXXXXX", "proto":"icmp", "proto_id":1, "src":3232287141,
> "src_str":"192.168.201.165", "src_name":"192.168.201.165", "src_net":"
> 0.0.0.0/0", "src_net_name":"0.0.0.0/0", "dst_name":"192.168.201.254",
> "dst_str":"192.168.201.254", "dst_net":"0.0.0.0/0", "dst_net_name":"
> 0.0.0.0/0", "src_country":"N/A", "dst_country":"N/A",
> "src_country_code":"N/A", "dst_country_code":"N/A", "srcport":0,
> "dst":3232287230, "dstport":0, "ethsrc":"0:25:90:56:91:2d",
> "ethdst":"6c:62:6d:42:46:c3", "ethlength":594, "vlan":201,
> "vlan_name":"interna", "vlan_priority":0, "vlan_drop":0, "ttl":64,
> "tos":192, "id":53186, "dgmlen":576, "iplen":65544, "icmptype":3,
> "icmpcode":3, "icmpid":0, "icmpseq":0}
> {"timestamp":1374820618, "sensor_id":2, "sensor_id_snort":0,
> "sensor_name":"sensor-produccion", "sig_generator":1, "sig_id":402,
> "rev":11, "priority":3, "classification":"Misc activity", "msg":"Snort
> Alert [1:402:11]", "payload":"XXXXX2", "proto":"icmp", "proto_id":1,
> "src":3232261121, "src_str":"192.168.100.1", "src_name":"192.168.100.1",
> "src_net":"0.0.0.0/0", "src_net_name":"0.0.0.0/0",
> "dst_name":"192.168.100.125", "dst_str":"192.168.100.125", "dst_net":"
> 0.0.0.0/0", "dst_net_name":"0.0.0.0/0", "src_country":"N/A",
> "dst_country":"N/A", "src_country_code":"N/A", "dst_country_code":"N/A",
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