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[BEAM-9547] Add implementations for some lesser-used pandas operations #15108
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[BEAM-9547] Add implementations for some lesser-used pandas operations #15108
robertwb
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[BEAM-9547] Add implementations for some lesser-used operations
[BEAM-9547] Add implementations for some lesser-used pandas operations
Jun 30, 2021
R: @robertwb |
Codecov Report
@@ Coverage Diff @@
## master #15108 +/- ##
==========================================
+ Coverage 83.78% 83.83% +0.05%
==========================================
Files 439 441 +2
Lines 59245 59744 +499
==========================================
+ Hits 49638 50087 +449
- Misses 9607 9657 +50
Continue to review full report at Codecov.
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apache#15108) * Elementwise aggregations * Support remaining unliftable aggregations * Add agg method aliases * Add aliases for arithmetic operators
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apache#15108) * Elementwise aggregations * Support remaining unliftable aggregations * Add agg method aliases * Add aliases for arithmetic operators
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This PR adds support for a few lesser-used operations that are easy to implement.
Some elementwise operations:
Some aggregation functions:
Note all of these aggregation functions are implemented as unliftable aggregations here, but I think they can all be parallelized. skew and kurtosis can take a similar appraoch to std/var (filed BEAM-12550 for this). sem and mad will require more research to find a distributed algorithm (if one exists).
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