Improve feature deserialization to use common primitive instances #2127
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## serialization-updates #2127 +/- ##
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Coverage 99.21% 99.21%
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Files 143 143
Lines 16835 16912 +77
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+ Hits 16703 16780 +77
Misses 132 132
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thehomebrewnerd
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gsheni,
dvreed77,
ozzieD,
rwedge and
tamargrey
…eryx/featuretools into feat-deserialize-improvement
rwedge
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Jun 27, 2022
featuretools/tests/primitive_tests/test_feature_serialization.py
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…2136) * serialization and deserialization improvements * add pr number * Improve feature deserialization to use common primitive instances (#2127) * update feature deserialization * update release notes * lint fix * fix comment * fix for list inputs and test cleanup * remove files * remove file * use tmp_path * Allow users to directly set feature output column names and save during serialization (#2142) * add set_feature_names method * initial serialization updates * update release notes * fix tests * code cleanup - only store names when set * only use on multi-output features * fix test * lint fix * remove unused functions * add more test cases * update serialization test * Update featuretools/feature_base/feature_base.py Co-authored-by: Roy Wedge <roy.wedge@alteryx.com> Co-authored-by: Roy Wedge <roy.wedge@alteryx.com> * Refactor feature serialization to avoid storing duplicate primitive information (#2144) * initial refactor of serialization * update release notes * lint and remove breakpoint * new approach without hash * refactor and update tests * remove comment * update s3 file * update feature base args * lint fix * misc cleanup * remove extra str casting * fix spelling error * remove instance cache * update save and load docstring examples * lint fix * more docstring cleanup * update release notes * tweak serialization * update json Co-authored-by: Roy Wedge <roy.wedge@alteryx.com>
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Updates feature deserialization to use a common primitive instance for features that share a primitive instead of creating a unique primitive instance for each feature.
Partially closes #2115