Make sparse DataFrame and Series construction more efficient #2322
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changhiskhan
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Nov 24, 2012
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cherry-picked. Thanks for the PR. |
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Got some merge issues in that last commit? |
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Yeah in RELEASE.rst. I pushed a fix already. |
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Cleans up SparseSeries and SparseDataFrame initialization code so no objects are created unnecessarily. Currently if you run the (potentially useless) statement:
pandas will consume memory and time filling in empty Series objects only to then compress them away.
Added to test to ensure SparseDataFrame always initializes with SparseSeries. Otherwise functionality should be preserved.