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Google BigQuery connector for pandas

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This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | Type | Update | |---|---|---|---|---|---|---|---| | [google-cloud-bigquery](https://redirect.github.com/googleapis/python-bigquery) | `==3.30.0` -> `==3.34.0`...

api: bigquery
size: s

There is a substantial difference in execution time between `pandas_gbq.read_gbq` and `google.cloud.bigquery.job.query.QueryJob.to_dataframe` functions. The reason is `pandas_gbq.read_gbq` calls `rows_iter.to_dataframe` [here](https://github.com/googleapis/python-bigquery-pandas/blob/910a064620f13c8e18183c2dedd52dcf68f8d3ea/pandas_gbq/gbq.py#L535) with `dtypes=conversion_dtypes` which causes converting columns in [RowIterator.to_dataframe](https://github.com/googleapis/python-bigquery/blob/85de1a361d8bbda7ff8a20b34ffd5a0e619a1f38/google/cloud/bigquery/table.py#L2678). `conversion_dtypes` is...

priority: p3
api: bigquery

The basic logic is: * If the input is a query, dry run it * If the input is a table reference, convert it to a SQL (`"SELECT * FROM...

do not merge
api: bigquery
size: m

**Is your feature request related to a problem? Please describe.** Currently, one only uses the columns parameter to re-order the list of columns and it has to exactly match the...

type: feature request
api: bigquery

This may fix flaky bot issues like #904 and #905.

do not merge
api: bigquery
size: xs

**Assumption**: there is currently no supported way to force `read_gbq` to use the BQ storage API. I'd be happy to be corrected if I missed something! **Is your feature request...

type: feature request
api: bigquery

When I try to use `read_gbq` where I pass in the name of a view, I get a runtime error caused by an unhandled 400 error from the API. It...

api: bigquery

Fixes #852 In the document, pandas-gbq returns `datetime64[ns]` or `object`, but in pandas2, it returns `datetime64[us]`. https://googleapis.dev/python/pandas-gbq/latest/reading.html#inferring-the-dataframe-s-dtypes ![image](https://github.com/user-attachments/assets/5add9250-9ea0-4485-af06-30db5c13f246)

api: bigquery
size: m

#### Environment details - OS type and version: macOS sonoma 14.6 - Python version: 3.11.9 - pip version: I use rye instead of pip. and rye version is 0.35 -...

api: bigquery

We're missing a unit test session that installs the geopandas extras. ``` nox > Session unit-3.12 was successful. nox > Running session cover nox > Creating virtual environment (virtualenv) using...

api: bigquery