Retroactive table creation for loading late data arrival
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                 Key: CHUKWA-286
                 URL: https://issues.apache.org/jira/browse/CHUKWA-286
             Project: Hadoop Chukwa
          Issue Type: Improvement
          Components: Data Processors
         Environment: Redhat EL 5.1, Java 6
            Reporter: Eric Yang


The current MDL drops data on the floor if the data lands outside of existing 
partition.  Ideally, Metric Data Loader should retroactive create table for 
late data arrival.  However, this can only be done if aggregation is moved 
outside of database.  This is because late data arrival may have partition 
already expired.  The newly create partition may not reflect the complete data 
for the partition, hence re-aggreagte again with the late arrival data would be 
inaccurate.


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