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[WIP] Null support for hash-based groupby #460
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jrhemstad
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jrhemstad:fea-ext-null-suport-hash-groupby
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[WIP] Null support for hash-based groupby #460
jrhemstad
wants to merge
28
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rapidsai:branch-0.5
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jrhemstad:fea-ext-null-suport-hash-groupby
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…ad/libgdf into fea-ext-null-suport-hash-groupby
…re ignored, unless all of the values for a given key are NULL.
…omicOrs to avoid race conditions.
…rnel to rearrange the validity bits of the aggregation output column after sorting the results.
…ut validity mask during the extraction kernel.
…f the AVG aggregator will get set correctly.
… isn't allocated.
…ion output can never be Null. Instead, an aggregation of all NULLs for Count will just return 0.
…f build aggregation table.
… Count value before doing the division.
jrhemstad
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Currently a work in progress
libcudf
Affects libcudf (C++/CUDA) code.
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Dec 6, 2018
Closing due to discussions with @kkraus14 and @williamBlazing about what the desired behavior is for nulls with groupby. Null support will be re-added once groupby has been refactored for single-pass multi-aggregator. |
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This PR was migrated from the old repo: rapidsai/libgdf#140
It adds support for NULL values to the hash-based groupby implementation.
The build_aggregation_table kernel was updated such that if a row is invalid, then it is not inserted into the hash table.