6 months back I was tasked with building a Data platform for logs and I benchmarked
Hbase + Hive (queries were 8X slower)
So I decided for Hive option and am deploying that solution to production.
Couple of things u can think while u design if u really want to go HBase+Hive (also look at this http://hadoopstack.com/hive-on-hbase-part-1/)
- Query only todays data in a Hive+Hbase architecture
- Older data than one day query Hive only
Hope I am not diverting from your question and problem
From: Mario Casola <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>>
Reply-To: "[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>" <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>>
Date: Friday, June 14, 2013 8:54 AM
To: "[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>" <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>>
Subject: hive to hbase mapping
I have a performance issue when I query HBase from Hive.
My idea is to build the scenario below:
1. Collect data in hbase for aggregation purpose
2. Create an external table that map Hive to Hbase
3. Create a real Hive table
4. Periodically transfer data from hbase to Hive through "INSERTO INTO <real hive table> SELECT * FROM <external table> WHERE time = 201305212909"
Currently I'm doing a test on a Hbase table that has 70,000,000 rows and I'm trying to query this table with a single column value filter, like the query above.
If I try this type of query directly in Hbase the response time is around 80 seconds.
If I try the query in Hive shell, after 30 minutes, all the tasks (9 in my case) are 0,00% complete.
Which could be the problem?
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