)
* fix: Support Pandas future.infer_string=True in report generation
Previously, report generation encountered issues when
`future.infer_string=True` was set. This resulted in multiple warnings
("FutureWarning: Dtype inference on a pandas object is deprecated") and
failures when string columns contained only empty strings
("AttributeError: 'StringDtype' object has no attribute
'pyarrow_dtype'").
This change resolves the issue by explicitly setting the dtype to
"object" for the relevant operations.
* refactor: Refactor pandas option usage for backward compatibility
- Introduce the `optional_option_context` helper to replace the direct
use of `pd.option_context("future.no_silent_downcasting", True)`,
ensuring compatibility with older pandas versions that lack this
option.
- Update the `future.infer_string` test to run only on pandas >= 2.1,
where it is applicable.
* Add type annotations for optional_option_context
* Make the silent downcasting explicit
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