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I've been debugging the following LSDB issue: astronomy-commons/lsdb#1265
Here's what I think is happening.
The data is older (imported with hats v0.4.0), and still contains pandas metadata inside the parquet files. While newer files will have this metadata suppressed, it's not a guarantee that these will be missing.
This automatically sets the index to _healpix_29, based on the pandas metadata. This is also true in the _ddf.meta.
I would like npd.read_parquet to return to me a nested frame that has no index set, and I believe that's not currently possible.
nested_pandas version: '0.6.8'
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- I have described the situation in which the bug arose, including what code was executed, and any applicable data others will need to reproduce the problem.
- I have included information about my environment, including the version of this package (e.g.
nested_pandas.__version__) - I have included available evidence of the unexpected behavior (including error messages, screenshots, and/or plots) as well as a description of what I expected instead.
- If I have a solution in mind, I have provided an explanation and/or pseudocode and/or task list.
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