Sindbad~EG File Manager
�
Mٜg�$ � � � d Z ddlmZ ddlmZmZ ddlZddlmZ ddl m
Z
er ddl m Z ddl
mZ d � Z d d
d
�Z d dd �Zy)z Google BigQuery support � )� annotations)�
TYPE_CHECKING�AnyN��import_optional_dependency)�find_stack_level)� Credentials)� DataFramec �$ � d} t d| �� }|S )Nzjpandas-gbq is required to load data from Google BigQuery. See the docs: https://pandas-gbq.readthedocs.io.�
pandas_gbq)�extrar )�msgr s �8/usr/local/lib/python3.12/site-packages/pandas/io/gbq.py� _try_importr s � � ;� � ,�L��D�J� �� c
�� � t j dt t � �� t � }
i }|
�|
|d< | �| |d< | |d< |
j
| f||||||||| d� |��S )a�
Load data from Google BigQuery.
.. deprecated:: 2.2.0
Please use ``pandas_gbq.read_gbq`` instead.
This function requires the `pandas-gbq package
<https://pandas-gbq.readthedocs.io>`__.
See the `How to authenticate with Google BigQuery
<https://pandas-gbq.readthedocs.io/en/latest/howto/authentication.html>`__
guide for authentication instructions.
Parameters
----------
query : str
SQL-Like Query to return data values.
project_id : str, optional
Google BigQuery Account project ID. Optional when available from
the environment.
index_col : str, optional
Name of result column to use for index in results DataFrame.
col_order : list(str), optional
List of BigQuery column names in the desired order for results
DataFrame.
reauth : bool, default False
Force Google BigQuery to re-authenticate the user. This is useful
if multiple accounts are used.
auth_local_webserver : bool, default True
Use the `local webserver flow`_ instead of the `console flow`_
when getting user credentials.
.. _local webserver flow:
https://google-auth-oauthlib.readthedocs.io/en/latest/reference/google_auth_oauthlib.flow.html#google_auth_oauthlib.flow.InstalledAppFlow.run_local_server
.. _console flow:
https://google-auth-oauthlib.readthedocs.io/en/latest/reference/google_auth_oauthlib.flow.html#google_auth_oauthlib.flow.InstalledAppFlow.run_console
*New in version 0.2.0 of pandas-gbq*.
.. versionchanged:: 1.5.0
Default value is changed to ``True``. Google has deprecated the
``auth_local_webserver = False`` `"out of band" (copy-paste)
flow
<https://developers.googleblog.com/2022/02/making-oauth-flows-safer.html?m=1#disallowed-oob>`_.
dialect : str, default 'legacy'
Note: The default value is changing to 'standard' in a future version.
SQL syntax dialect to use. Value can be one of:
``'legacy'``
Use BigQuery's legacy SQL dialect. For more information see
`BigQuery Legacy SQL Reference
<https://cloud.google.com/bigquery/docs/reference/legacy-sql>`__.
``'standard'``
Use BigQuery's standard SQL, which is
compliant with the SQL 2011 standard. For more information
see `BigQuery Standard SQL Reference
<https://cloud.google.com/bigquery/docs/reference/standard-sql/>`__.
location : str, optional
Location where the query job should run. See the `BigQuery locations
documentation
<https://cloud.google.com/bigquery/docs/dataset-locations>`__ for a
list of available locations. The location must match that of any
datasets used in the query.
*New in version 0.5.0 of pandas-gbq*.
configuration : dict, optional
Query config parameters for job processing.
For example:
configuration = {'query': {'useQueryCache': False}}
For more information see `BigQuery REST API Reference
<https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#configuration.query>`__.
credentials : google.auth.credentials.Credentials, optional
Credentials for accessing Google APIs. Use this parameter to override
default credentials, such as to use Compute Engine
:class:`google.auth.compute_engine.Credentials` or Service Account
:class:`google.oauth2.service_account.Credentials` directly.
*New in version 0.8.0 of pandas-gbq*.
use_bqstorage_api : bool, default False
Use the `BigQuery Storage API
<https://cloud.google.com/bigquery/docs/reference/storage/>`__ to
download query results quickly, but at an increased cost. To use this
API, first `enable it in the Cloud Console
<https://console.cloud.google.com/apis/library/bigquerystorage.googleapis.com>`__.
You must also have the `bigquery.readsessions.create
<https://cloud.google.com/bigquery/docs/access-control#roles>`__
permission on the project you are billing queries to.
This feature requires version 0.10.0 or later of the ``pandas-gbq``
package. It also requires the ``google-cloud-bigquery-storage`` and
``fastavro`` packages.
max_results : int, optional
If set, limit the maximum number of rows to fetch from the query
results.
progress_bar_type : Optional, str
If set, use the `tqdm <https://tqdm.github.io/>`__ library to
display a progress bar while the data downloads. Install the
``tqdm`` package to use this feature.
Possible values of ``progress_bar_type`` include:
``None``
No progress bar.
``'tqdm'``
Use the :func:`tqdm.tqdm` function to print a progress bar
to :data:`sys.stderr`.
``'tqdm_notebook'``
Use the :func:`tqdm.tqdm_notebook` function to display a
progress bar as a Jupyter notebook widget.
``'tqdm_gui'``
Use the :func:`tqdm.tqdm_gui` function to display a
progress bar as a graphical dialog box.
Returns
-------
df: DataFrame
DataFrame representing results of query.
See Also
--------
pandas_gbq.read_gbq : This function in the pandas-gbq library.
DataFrame.to_gbq : Write a DataFrame to Google BigQuery.
Examples
--------
Example taken from `Google BigQuery documentation
<https://cloud.google.com/bigquery/docs/pandas-gbq-migration>`_
>>> sql = "SELECT name FROM table_name WHERE state = 'TX' LIMIT 100;"
>>> df = pd.read_gbq(sql, dialect="standard") # doctest: +SKIP
>>> project_id = "your-project-id" # doctest: +SKIP
>>> df = pd.read_gbq(sql,
... project_id=project_id,
... dialect="standard"
... ) # doctest: +SKIP
z�read_gbq is deprecated and will be removed in a future version. Please use pandas_gbq.read_gbq instead: https://pandas-gbq.readthedocs.io/en/latest/api.html#pandas_gbq.read_gbq��
stacklevel�use_bqstorage_api� max_results�progress_bar_type) �
project_id� index_col� col_order�reauth�auth_local_webserver�dialect�location�
configuration� credentials)�warnings�warn�
FutureWarningr r �read_gbq)�queryr r r r r r r r r r r r r �kwargss r r$ r$ s� � �z
�M�M� S� �#�%� � � �J�13�F� �$�&7��"�#�� � +��}� �"3�F� � � �:� � �
� � ���� 1���#� � � � � r c
� � t j dt t � �� t � } | j | ||||||||| |
�� y )Nz�to_gbq is deprecated and will be removed in a future version. Please use pandas_gbq.to_gbq instead: https://pandas-gbq.readthedocs.io/en/latest/api.html#pandas_gbq.to_gbqr ) r � chunksizer � if_existsr � table_schemar � progress_barr )r! r" r# r r �to_gbq) � dataframe�destination_tabler r( r r) r r* r r+ r r s r r, r, � s^ � �
�M�M� Q� �#�%� � � �J������ ���� 1�!��!� � � r ) NNNFTNNNNNNN) r% �strr �
str | Noner r0 r zlist[str] | Noner �boolr r1 r r0 r r0 r zdict[str, Any] | Noner �Credentials | Noner z bool | Noner �
int | Noner r0 �returnr
) NNF�failTNNTN)r- r
r. r/ r r0 r( r3 r r1 r) r/ r r1 r* zlist[dict[str, str]] | Noner r0 r+ r1 r r2 r4 �None)�__doc__�
__future__r �typingr r r! �pandas.compat._optionalr �pandas.util._exceptionsr �google.auth.credentialsr �pandasr
r r$ r, � r r �<module>r? s� �� � "�� � >� 4��3� �� "� �"&��!%� � �+/�&*�%)� "�$(�}� �}��}� �}� � }�
� }� �
}� �}� �}� )�}� $�}� #�}� �}� "�}� � }�F "� ���!%�04� � �&*�!��!��!� �!� � !�
� !� �
!� �!� .�!� �!� �!� $�!�
�!r
Sindbad File Manager Version 1.0, Coded By Sindbad EG ~ The Terrorists