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feat: update SVDPP docs and code#779

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SemyonSinchenko merged 2 commits into
graphframes:mainfrom
SemyonSinchenko:70-svdpp
Jan 26, 2026
Merged

feat: update SVDPP docs and code#779
SemyonSinchenko merged 2 commits into
graphframes:mainfrom
SemyonSinchenko:70-svdpp

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@SemyonSinchenko
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What changes were proposed in this pull request?

SVDPluPlus supports all the types from now;
docs were extended

Why are the changes needed?

Close #70
Close #51

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⚠️ Please install the 'codecov app svg image' to ensure uploads and comments are reliably processed by Codecov.

Codecov Report

❌ Patch coverage is 95.23810% with 1 line in your changes missing coverage. Please review.
✅ Project coverage is 84.09%. Comparing base (e24f15e) to head (2414cb8).
⚠️ Report is 14 commits behind head on main.

Files with missing lines Patch % Lines
...c/main/scala/org/graphframes/lib/SVDPlusPlus.scala 95.23% 1 Missing ⚠️
❗ Your organization needs to install the Codecov GitHub app to enable full functionality.
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #779      +/-   ##
==========================================
- Coverage   84.49%   84.09%   -0.40%     
==========================================
  Files          66       66              
  Lines        3179     3352     +173     
  Branches      387      407      +20     
==========================================
+ Hits         2686     2819     +133     
- Misses        493      533      +40     

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@SemyonSinchenko SemyonSinchenko merged commit 8292846 into graphframes:main Jan 26, 2026
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@SemyonSinchenko SemyonSinchenko deleted the 70-svdpp branch January 26, 2026 21:00
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feat: SVD++ should support source DataFrame of other column types feat: clean up SVDPlusPlus API

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