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Posted to reviews@spark.apache.org by "WeichenXu123 (via GitHub)" <gi...@apache.org> on 2023/04/04 09:36:35 UTC
[GitHub] [spark] WeichenXu123 commented on pull request #40607: [SPARK-42993][ML][CONNECT] Make PyTorch Distributor compatible with Spark Connect
WeichenXu123 commented on PR #40607:
URL: https://github.com/apache/spark/pull/40607#issuecomment-1495655168
Followup tasks:
* We should replace `mapInPandas` with `mapInArrow` for better performance
* For each spark task, we should save each partition data into local disk (in arrow format) before starting torch process, and provide utility reading methods that torch program (running as a child process) can invoke it to iterate the partition data inside torch program.
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