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alexander-beedie avatar alexander-beedie commented on June 27, 2024 2

In the DeprecationWarning, and in future implementations when it's actually deprecated, it'd be awesome if the .struct.unnest() solution was suggested.

That is exactly how I've written it ;)

DeprecationWarning:
  `from_records` does not support Series input; unpack Struct records using `srs.struct.unnest()` instead

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DeflateAwning avatar DeflateAwning commented on June 27, 2024 1

Awesome comments, thanks a lot!

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alexander-beedie avatar alexander-beedie commented on June 27, 2024 1

Change of plans; we're going to continue allowing this, but I've integrated the unnest fast-path directly. I'd still recommend calling series.unnest() as it seems clearer to me, but now you won't be penalised if you don't ;)

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cmdlineluser avatar cmdlineluser commented on June 27, 2024

.struct.unnest() can be used as an alternative.

>>> series_of_structs.struct.unnest()
shape: (1, 3)
┌──────────────────┬───────────────────────────┬────────────┐
│ wellbore_uwilicensee_company_brand_idlicense_id │
│ ---------        │
│ stri64i64        │
╞══════════════════╪═══════════════════════════╪════════════╡
│ 102071407712W50017816519701   │
└──────────────────┴───────────────────────────┴────────────┘

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alexander-beedie avatar alexander-beedie commented on June 27, 2024

I can fix, as it appears to be a regression, but this is a very odd way to achieve the desired result 😅 (While fixing I'll add a DeprecationWarning about use of Series here, as it is definitely not intended to be used that way).

Note that @cmdlineluser's approach will also be dramatically faster.

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DeflateAwning avatar DeflateAwning commented on June 27, 2024

In the DeprecationWarning, and in future implementations when it's actually deprecated, it'd be awesome if the .struct.unnest() solution was suggested.

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DeflateAwning avatar DeflateAwning commented on June 27, 2024

Good stuff, thanks! I think that's the best way!

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stinodego avatar stinodego commented on June 27, 2024

Change of plans (again): passing a Series to from_records will raise a TypeError.

This function was never intended to handle Series inputs. The docs clearly state that a sequence-of-sequences is expected. So the fact that a Series was supported and parsed into a DataFrame was in fact a bug.

For a catch-all that parses all types of data, you can use the DataFrame constructor. For your specific use case, if you want to turn your Struct Series into a DataFrame, you should use struct.unnest, as @cmdlineluser has pointed out.

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