Search code examples
hadoophbaseapache-pigstorehortonworks-data-platform

error while storing in Hbase using Pig


hadoop dfs input data cat:

[ituser1@genome-dev3 ~]$ hadoop fs -cat FOR_COPY/COMPETITOR_BROKERING/part-r-00000 | head -1

returns:

836646827,1000.0,2016-02-20,34,CAPITAL BOOK,POS/CAPITAL BOOK/NEW DELHI/200216/14:18,BOOKS AND STATIONERY,5497519004453567/41043516,MARRIED,M,SALARIED,D,5942,1

My Pig code:

DATA = LOAD 'FOR_COPY/COMPETITOR_BROKERING' USING PigStorage(',') AS (CUST_ID:chararray,TXN_AMT:chararray,TXN_DATE:chararray,AGE_CASA:chararray,MERCH_NAME:chararray,TXN_PARTICULARS:chararray,MCC_CATEGORY:chararray,TXN_REMARKS:chararray,MARITAL_STATUS_CASA:chararray,GENDER_CASA:chararray,OCCUPATION_CAT_V2_NEW:chararray,DR_CR:chararray,MCC_CODE:chararray,OCCURANCE:int);

DATA_FIL = FOREACH DATA GENERATE                
                (chararray)CUST_ID AS CUST_ID,
                (chararray)TXN_AMT AS TXN_AMT,
                (chararray)TXN_DATE AS TXN_DATE,
                (chararray)AGE_CASA AS AGE_CASA,
                (chararray)MERCH_NAME AS MERCH_NAME,
                (chararray)TXN_PARTICULARS AS TXN_PARTICULARS,
                (chararray)MCC_CATEGORY AS MCC_CATEGORY,
                (chararray)TXN_REMARKS AS TXN_REMARKS,
                (chararray)MARITAL_STATUS_CASA AS MARITAL_STATUS_CASA,
                (chararray)GENDER_CASA AS GENDER_CASA,
                (chararray)OCCUPATION_CAT_V2_NEW AS OCCUPATION_CAT_V2_NEW,
                (chararray)DR_CR AS DR_CR,
                (chararray)MCC_CODE AS MCC_CODE;

STORE DATA_FIL INTO 'hbase://TXN_EVENTS' USING org.apache.pig.backend.hadoop.hbase.HBaseStorage ('DETAILS:CUST_ID DETAILS:TXN_AMT DETAILS:TXN_DATE DETAILS:AGE_CASA DETAILS:MERCH_NAME DETAILS:TXN_PARTICULARS DETAILS:MCC_CATEGORY DETAILS:TXN_REMARKS DETAILS:MARITAL_STATUS_CASA DETAILS:GENDER_CASA DETAILS:OCCUPATION_CAT_V2_NEW DETAILS:DR_CR DETAILS:MCC_CODE');

but Giving error:

ERROR org.apache.pig.tools.grunt.GruntParser - ERROR 2244: Job job_1457792710587_0100 failed, hadoop does not return any error message

But my Load is working perfectly:

HDATA = LOAD 'hbase://TXN_EVENTS'
       USING org.apache.pig.backend.hadoop.hbase.HBaseStorage(
       'DETAILS:CUST_ID DETAILS:TXN_AMT DETAILS:TXN_DATE DETAILS:AGE_CASA DETAILS:MERCH_NAME DETAILS:TXN_PARTICULARS DETAILS:MCC_CATEGORY DETAILS:TXN_REMARKS DETAILS:MARITAL_STATUS_CASA DETAILS:GENDER_CASA DETAILS:OCCUPATION_CAT_V2_NEW DETAILS:DR_CR DETAILS:MCC_CODE','-loadKey true' )
       AS (ROWKEY:chararray,CUST_ID:chararray,TXN_AMT:chararray,TXN_DATE:chararray,AGE_CASA:chararray,MERCH_NAME:chararray,TXN_PARTICULARS:chararray,MCC_CATEGORY:chararray,TXN_REMARKS:chararray,MARITAL_STATUS_CASA:chararray,GENDER_CASA:chararray,OCCUPATION_CAT_V2_NEW:chararray,DR_CR:chararray,MCC_CODE:chararray);

DUMP HDATA; (this gives perfect result):

2016-03-01,1,20.0,2016-03-22,27,test_merch,test/particulars,test_category,test/remarks,married,M,service,D,1234

A help is appreciated

I am using Horton stack in distributed mode:

HDP2.3 Apache Pig version 0.15.0 HBase 1.1.1

Also all jars are in place as I have installed them through Ambari.


Solution

  • solved the data upload :

    as i was missing to Rank the relation , hence hbase rowkey becomes the rank.\

    DATA_FIL_1 = RANK DATA_FIL_2;

    NOTE: this will generate arbitrary rowkey.

    But if you want to define your row key then use like:

    you have to give another relation , only STORE function won't work. this will take first tuple as rowkey(which you have defined)

    storage_data = STORE DATA_FIL INTO 'hbase://genome:event_sink' USING org.apache.pig.backend.hadoop.hbase.HBaseStorage('event_data:CUST_ID event_data:EVENT transaction_data:TXN_AMT transaction_data:TXN_DATE transaction_data:AGE_CASA transaction_data:MERCH_NAME transaction_data:TXN_PARTICULARS transaction_data:MCC_CATEGORY transaction_data:TXN_REMARKS transaction_data:MARITAL_STATUS_CASA transaction_data:GENDER_CASA transaction_data:OCCUPATION_CAT_V2_NEW transaction_data:DR_CR transaction_data:MCC_CODE');