11""" Google BigQuery support """
2+ from typing import TYPE_CHECKING , Any , Dict , List , Optional , Union
3+
24from pandas .compat ._optional import import_optional_dependency
35
6+ if TYPE_CHECKING :
7+ from pandas import DataFrame
8+
49
510def _try_import ():
611 # since pandas is a dependency of pandas-gbq
@@ -14,21 +19,21 @@ def _try_import():
1419
1520
1621def read_gbq (
17- query ,
18- project_id = None ,
19- index_col = None ,
20- col_order = None ,
21- reauth = False ,
22- auth_local_webserver = False ,
23- dialect = None ,
24- location = None ,
25- configuration = None ,
22+ query : str ,
23+ project_id : Optional [ str ] = None ,
24+ index_col : Optional [ str ] = None ,
25+ col_order : Optional [ List [ str ]] = None ,
26+ reauth : bool = False ,
27+ auth_local_webserver : bool = False ,
28+ dialect : Optional [ str ] = None ,
29+ location : Optional [ str ] = None ,
30+ configuration : Optional [ Dict [ str , Any ]] = None ,
2631 credentials = None ,
27- use_bqstorage_api = None ,
32+ use_bqstorage_api : Optional [ bool ] = None ,
2833 private_key = None ,
2934 verbose = None ,
30- progress_bar_type = None ,
31- ):
35+ progress_bar_type : Optional [ str ] = None ,
36+ ) -> "DataFrame" :
3237 """
3338 Load data from Google BigQuery.
3439
@@ -157,7 +162,7 @@ def read_gbq(
157162 """
158163 pandas_gbq = _try_import ()
159164
160- kwargs = {}
165+ kwargs : Dict [ str , Union [ str , bool ]] = {}
161166
162167 # START: new kwargs. Don't populate unless explicitly set.
163168 if use_bqstorage_api is not None :
@@ -183,20 +188,20 @@ def read_gbq(
183188
184189
185190def to_gbq (
186- dataframe ,
187- destination_table ,
188- project_id = None ,
189- chunksize = None ,
190- reauth = False ,
191- if_exists = "fail" ,
192- auth_local_webserver = False ,
193- table_schema = None ,
194- location = None ,
195- progress_bar = True ,
191+ dataframe : "DataFrame" ,
192+ destination_table : str ,
193+ project_id : Optional [ str ] = None ,
194+ chunksize : Optional [ int ] = None ,
195+ reauth : bool = False ,
196+ if_exists : str = "fail" ,
197+ auth_local_webserver : bool = False ,
198+ table_schema : Optional [ List [ Dict [ str , str ]]] = None ,
199+ location : Optional [ str ] = None ,
200+ progress_bar : bool = True ,
196201 credentials = None ,
197202 verbose = None ,
198203 private_key = None ,
199- ):
204+ ) -> None :
200205 pandas_gbq = _try_import ()
201206 pandas_gbq .to_gbq (
202207 dataframe ,
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