Logical Optimizer: Nested column pruning
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                 Key: PIG-1324
                 URL: https://issues.apache.org/jira/browse/PIG-1324
             Project: Pig
          Issue Type: New Feature
          Components: impl
    Affects Versions: 0.7.0
            Reporter: Daniel Dai
            Assignee: Daniel Dai


Currently, column pruning does not prune sub-fields inside a complex data-type. 
For example:

A = load '1.txt' as (a0, a1, a2);
B = group A by a0;
C = foreach B generate group, SUM(A.a1);

Currently, since we group A as a bag, and some part of the bag is used in the 
following statement, so none of the fields inside A can be pruned. We shall 
keep track of sub-fields and figure out a2 is not actually needed.

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