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Posted to github@arrow.apache.org by "NMAC427 (via GitHub)" <gi...@apache.org> on 2023/06/26 08:46:25 UTC
[GitHub] [arrow] NMAC427 commented on issue #36277: [Python] Can't convert datetime.date to pa.timestamp in pa.array
NMAC427 commented on issue #36277:
URL: https://github.com/apache/arrow/issues/36277#issuecomment-1606992527
This can also be replicated with pandas:
```python
pd.Series([dt.date(1970, 1, 1)], dtype=pd.ArrowDtype(pa.timestamp("ms")))
---------------------------------------------------------------------------
ArrowTypeError Traceback (most recent call last)
Cell In[14], line 1
----> 1 pd.Series([dt.date(1970, 1, 1)], dtype=pd.ArrowDtype(pa.timestamp("ms")))
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pandas/core/series.py:509, in Series.__init__(self, data, index, dtype, name, copy, fastpath)
507 data = data.copy()
508 else:
--> 509 data = sanitize_array(data, index, dtype, copy)
511 manager = get_option("mode.data_manager")
512 if manager == "block":
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pandas/core/construction.py:559, in sanitize_array(data, index, dtype, copy, allow_2d)
557 _sanitize_non_ordered(data)
558 cls = dtype.construct_array_type()
--> 559 subarr = cls._from_sequence(data, dtype=dtype, copy=copy)
561 # GH#846
562 elif isinstance(data, np.ndarray):
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pandas/core/arrays/arrow/array.py:270, in ArrowExtensionArray._from_sequence(cls, scalars, dtype, copy)
268 scalars = deepcopy(scalars)
269 try:
--> 270 scalars = pa.array(scalars, type=pa_dtype, from_pandas=True)
271 except pa.ArrowInvalid:
272 # GH50430: let pyarrow infer type, then cast
273 scalars = pa.array(scalars, from_pandas=True)
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pyarrow/array.pxi:327, in pyarrow.lib.array()
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pyarrow/array.pxi:39, in pyarrow.lib._sequence_to_array()
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pyarrow/error.pxi:144, in pyarrow.lib.pyarrow_internal_check_status()
File ~/Library/Caches/pypoetry/virtualenvs/pydiverse-pipedag-JBY4b-V4-py3.11/lib/python3.11/site-packages/pyarrow/error.pxi:123, in pyarrow.lib.check_status()
ArrowTypeError: object of type <class 'datetime.date'> cannot be converted to int
```
However, initializing the Series as a `date32` and then casting to `timestamp` works:
```python
pd.Series([dt.date(1970, 1, 1)], dtype=pd.ArrowDtype(pa.date32())).astype(pd.ArrowDtype(pa.timestamp("ms")))
```
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