guan404ming commented on code in PR #50341:
URL: https://github.com/apache/airflow/pull/50341#discussion_r2080058194


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providers/google/src/airflow/providers/google/cloud/hooks/bigquery.py:
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@@ -306,6 +310,26 @@ def get_pandas_df(
 
         return read_gbq(sql, project_id=project_id, dialect=dialect, 
credentials=credentials, **kwargs)
 
+    async def _get_polars_df(self, sql, parameters=None, dialect=None, 
**kwargs):

Review Comment:
   I follow this [doc](https://docs.pola.rs/user-guide/io/bigquery/) to 
implement this func. But what you say makes sense. I think I would try figure 
out how to implement it in synchronous way. My initial thought is using the 
same way to fetch df like pandas then use 
[`polars.from_pandas`](https://docs.pola.rs/api/python/dev/reference/api/polars.from_pandas.html)
 to transfer back to `polars` df. What do u think about this approach?



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