In Numpy the direct setting of the dtype, shape and strides attributes is being deprecated as these operations are not safe (in particular in the free-threading build). See numpy/numpy#28800 for ...
Historically, the .values attribute returned a numpy array (except for categoricals). When we added more ExtensionArrays, for certain dtypes (e.g. tz-aware timestamps, or periods, ..) the EA could ...
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