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I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
import pandas as pd from datetime import datetime df = pd.DataFrame({"integer": [1, 2, 3], "date": [ (datetime(2022, 1, 1)), (datetime(2022, 1, 2)), (None) ], "float":[4.0, 5.0, 6.0], "strings": ["first", "two", "third"] }) dfarrow = df.convert_dtypes(dtype_backend="pyarrow") ENGINE_PATH = "sqlite:///mydb.db" dfarrow.to_sql(name="MyTable_Arrow", con=ENGINE_PATH, if_exists="replace")
Hello! The issue with pyarrow / to_sql / datetime has a new variant.
pyarrow / to_sql / datetime
After #52046 was solved, I got today a new bug:
7d5d123
datetime
None
'NoneType' object has no attribute 'to_pydatetime'
Traceback
--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) /tmp/ipykernel_3158/3436422928.py in <cell line: 1>() ----> 1 dfarrow.to_sql(name="MyTable_Arrow", con=ENGINE_PATH, if_exists="replace") ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/core/generic.py in to_sql(self, name, con, schema, if_exists, index, index_label, chunksize, dtype, method) 2868 from pandas.io import sql 2869 -> 2870 return sql.to_sql( 2871 self, 2872 name, ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/io/sql.py in to_sql(frame, name, con, schema, if_exists, index, index_label, chunksize, dtype, method, engine, **engine_kwargs) 765 766 with pandasSQL_builder(con, schema=schema, need_transaction=True) as pandas_sql: --> 767 return pandas_sql.to_sql( 768 frame, 769 name, ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/io/sql.py in to_sql(self, frame, name, if_exists, index, index_label, schema, chunksize, dtype, method, engine, **engine_kwargs) 1916 ) 1917 -> 1918 total_inserted = sql_engine.insert_records( 1919 table=table, 1920 con=self.con, ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/io/sql.py in insert_records(self, table, con, frame, name, index, schema, chunksize, method, **engine_kwargs) 1457 1458 try: -> 1459 return table.insert(chunksize=chunksize, method=method) 1460 except exc.StatementError as err: 1461 # GH34431 ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/io/sql.py in insert(self, chunksize, method) 997 raise ValueError(f"Invalid parameter `method`: {method}") 998 --> 999 keys, data_list = self.insert_data() 1000 1001 nrows = len(self.frame) ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/io/sql.py in insert_data(self) 963 for i, (_, ser) in enumerate(temp.items()): 964 if ser.dtype.kind == "M": --> 965 d = ser.dt.to_pydatetime() 966 elif ser.dtype.kind == "m": 967 vals = ser._values ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/core/indexes/accessors.py in to_pydatetime(self) 211 212 def to_pydatetime(self): --> 213 return cast(ArrowExtensionArray, self._parent.array)._dt_to_pydatetime() 214 215 def isocalendar(self): ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/core/arrays/arrow/array.py in _dt_to_pydatetime(self) 2078 data = self._data.to_pylist() 2079 if self._dtype.pyarrow_dtype.unit == "ns": -> 2080 data = [ts.to_pydatetime(warn=False) for ts in data] 2081 return np.array(data, dtype=object) 2082 ~/projects/env/lib/python3.10/site-packages/pandas-2.0.0rc1+13.g7d5d123eba-py3.10-linux-x86_64.egg/pandas/core/arrays/arrow/array.py in <listcomp>(.0) 2078 data = self._data.to_pylist() 2079 if self._dtype.pyarrow_dtype.unit == "ns": -> 2080 data = [ts.to_pydatetime(warn=False) for ts in data] 2081 return np.array(data, dtype=object) 2082 AttributeError: 'NoneType' object has no attribute 'to_pydatetime'
I expected it to work, as pyarrow has support 'None values' for strings / int / float (double).
INSTALLED VERSIONS ------------------ commit : 7d5d123ebac182ce08b40b8400df726c1d047be7 python : 3.10.6.final.0 python-bits : 64 OS : Linux OS-release : 5.10.16.3-microsoft-standard-WSL2 Version : #1 SMP Fri Apr 2 22:23:49 UTC 2021 machine : x86_64 processor : x86_64 byteorder : little LC_ALL : None LANG : C.UTF-8 LOCALE : en_US.UTF-8 pandas : 2.0.0rc1+13.g7d5d123eba numpy : 1.24.1 pytz : 2022.7 dateutil : 2.8.2 setuptools : 67.4.0 pip : 23.0.1 Cython : 0.29.33 pytest : 6.2.5 hypothesis : None sphinx : None blosc : None feather : None xlsxwriter : None lxml.etree : None html5lib : 1.1 pymysql : None psycopg2 : None jinja2 : 3.1.2 IPython : 7.34.0 pandas_datareader: None bs4 : None bottleneck : None brotli : None fastparquet : None fsspec : 2022.11.0 gcsfs : None matplotlib : None numba : None numexpr : None odfpy : None openpyxl : None pandas_gbq : None pyarrow : 10.0.1 pyreadstat : None pyxlsb : None s3fs : None scipy : None snappy : None sqlalchemy : 2.0.7 tables : None tabulate : None xarray : None xlrd : None zstandard : None tzdata : 2023.2 qtpy : None pyqt5 : None
The text was updated successfully, but these errors were encountered:
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Pandas version checks
I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
Issue Description
Hello! The issue with
pyarrow / to_sql / datetime
has a new variant.After #52046 was solved, I got today a new bug:
7d5d123
datetime
and hasNone
value in some line, to_sql crashes with:'NoneType' object has no attribute 'to_pydatetime'
Traceback
Expected Behavior
I expected it to work, as pyarrow has support 'None values' for strings / int / float (double).
Installed Versions
The text was updated successfully, but these errors were encountered: