rich7420 commented on PR #680:
URL: https://github.com/apache/mahout/pull/680#issuecomment-3616184574

   @guan404ming Great work on the io refactor! Thanks!
   One catch: `encode_from_parquet` currently falls back to `encode_chunked,` 
which merges all chunks into a huge Vec<f64> on CPU. This breaks zero-copy for 
large files.
   We should override `encode_chunked` in AmplitudeEncoder to stream chunks 
directly to the GPU without merging.
   What do you think? plz correct me immediately if i'm wrong.


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