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SPARK-45397
|
SPARK-42471
Add vector assembler feature transformer
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
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SPARK-45396
|
SPARK-42471
Add doc entry for `pyspark.ml.connect` module
|
Weichen Xu
|
Weichen Xu
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|
Resolved |
Fixed
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SPARK-45130
|
SPARK-42471
Avoid Spark connect ML model to change input pandas dataframe
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
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SPARK-45129
|
SPARK-42471
Add pyspark "ml-connect" extras dependencies
|
Unassigned
|
Weichen Xu
|
|
Open |
Unresolved
|
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SPARK-44374
|
SPARK-42471
Add example code
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Done
|
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SPARK-44250
|
SPARK-42471
Implement classification evaluator
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Done
|
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SPARK-44100
|
SPARK-42471
Move namespace from `pyspark.mlv2` to `pyspark.ml.connect`
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
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SPARK-43983
|
SPARK-42471
Implement cross validator estimator
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
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SPARK-43982
|
SPARK-42471
Implement pipeline estimator
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
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SPARK-43981
|
SPARK-42471
Basic saving / loading implementation
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
|
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|
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|
SPARK-43790
|
SPARK-42471
Add API `copyLocalFileToHadoopFS`
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
|
|
|
|
|
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|
SPARK-43715
|
SPARK-42471
Add spark DataFrame binary file format writer
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Won't Do
|
|
|
|
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|
SPARK-43516
|
SPARK-42471
Basic estimator / transformer / model / evaluator interfaces and basic transformer / evaluator implementation
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-43097
|
SPARK-42471
Implement pyspark ML logistic regression estimator on top of torch distributor
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-43081
|
SPARK-42471
Add torch distributor data loader that loads data from spark partition data
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Done
|
|
|
|
|
|
|
|
SPARK-42994
|
SPARK-42471
Torch Distributor support Local Mode
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42993
|
SPARK-42471
Make Torch Distributor compatible with Spark Connect
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42870
|
SPARK-42471
Move `toCatalystValue` to connect-common
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42800
|
SPARK-42471
Implement ml function {array_to_vector, vector_to_array}
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42756
|
SPARK-42471
Helper function to convert proto literal to value in Python Client
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42755
|
SPARK-42471
Factor literal value conversion out to connect-common
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42725
|
SPARK-42471
Make LiteralExpression support array
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42508
|
SPARK-42471
Extract the common .ml classes to `mllib-common`
|
Ruifeng Zheng
|
Ruifeng Zheng
|
|
Resolved |
Fixed
|
|
|
|
|
|
|
|
SPARK-42501
|
SPARK-42471
High level design doc for Distributed ML <> spark connect
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Done
|
|
|
|
|
|
|
|
SPARK-42472
|
SPARK-42471
Make spark connect supporting canceling job group
|
Unassigned
|
Ruifeng Zheng
|
|
Open |
Unresolved
|
|
|
|
|
|
|
|
SPARK-42412
|
SPARK-42471
Initial prototype implementation for PySparkML
|
Weichen Xu
|
Weichen Xu
|
|
Resolved |
Done
|
|
|
|
|