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itamarst avatar itamarst commented on June 20, 2024 1

OK, I have this mostly working, will finish up and do PR on Monday.

from polars.

itamarst avatar itamarst commented on June 20, 2024

Based on the above, it seems like the best initial approach is probably:

  1. Create a wrapper global allocator for Rust, that wraps jemalloc/mimalloc depending on platform, and registers memory with tracemalloc.
  2. Use this wrapper only for dev profiles (doing it in release would also be nice and probably low overhead, but requires benchmarking so probably out of scope for this issue).
  3. Add some PyArrow utility.
  4. Write tests for the above, to make sure they're actually tracking things!
  5. Write test infrastructure that allows asserting peak memory doesn't get above a certain level.
  6. Write a demonstration test focusing on read_parquet().

from polars.

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