Guido Imperiale

# Summary of changes - tokenize() is now deterministic, within the same interpreter, in most cases - in the rare edge cases where it is not, you can trust `tokenize(...,...

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There seem to be two genuine failures where tests are green on pandas 1.5/pyarrow 10 and on pandas 2.2/pyarrow 14, but fail on pandas 2.0/pyarrow 12. https://github.com/dask/dask/actions/runs/7973508824/job/21767509851?pr=10893 ``` FAILED dask/dataframe/io/tests/test_parquet.py::test_arrow_to_pandas[pyarrow]...

@phofl how much do we care about these failures?

The problem is that a numba gufunc is a pure-python wrapper around a locally-compiled numpy ufunc. When you pickle the wrapper, you trigger serialization code which ships over the wrapped...

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- xref https://github.com/dask/distributed/pull/3897

All test failures are unrelated

LGTM, however I have no idea if there are any regressions. Do you want to merge it now or would you rather wait for https://github.com/dask/distributed/pull/8560?

Hi @rikardn, > First dynamic workflow (works): > Failing dynamic workflow (see first function call for the suspect scattered object): What does "first" and "second" workflow mean? are they two...