feat: add QueryJobConfig properties to bigquery backend specified at query time

[Wopple]

Description of changes

Add a parameter to the query level methods in the Big Query backend to specify the QueryJobConfig. The following methods are affected:

• raw_sql
• _to_query
• to_pyarrow
• to_pyarrow_batches
• execute

Each is given an optional named parameter query_job_config. If params is also provided, the query parameters in both will be merged where params takes precedence.

[dlstadther]

Resolves #11231 . Right?

[cpcloud]

Thanks, just a quick note about naming, but overall this looks like a good change.

[cpcloud]

Let's call it query_job_config to match the Google API naming convention.

[Wopple]

I updated to a different approach which is better. My rationale for using the props naming is no longer relevant, so I also updated to query_job_config.

[dtran-im]

We would need to do something with the read_ functions to enable adding properties (labels, etc., though not params) to any LoadJobConfigs, right?

[Wopple]

@dlstadther I believe it does close that one.

@dtran-im the read methods allow for **kwargs which are sent to the LoadJobConfig.

[Wopple]

@cpcloud It appears the linting is failing both with and without a blank line. Do you know how to properly format this to make ruff happy?

[Wopple]

@cpcloud I think I figured out the lint issue, but I'm still not understanding the MySQL backend test failures:

=================================== FAILURES ===================================
_________________ test_impure_uncorrelated_same_id[mysql-uuid] _________________
[gw2] linux -- Python 3.13.3 /home/runner/work/ibis/ibis/.venv/bin/python
[XPASS(strict)] instances are correlated
---------------------------- Captured stderr setup -----------------------------
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/geo.csv to ibis-mysql-1:/data/geo.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/geo.csv to ibis-mysql-1:/data/geo.csv Copied
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/awards_players.csv to ibis-mysql-1:/data/awards_players.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/diamonds.csv to ibis-mysql-1:/data/diamonds.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/astronauts.csv to ibis-mysql-1:/data/astronauts.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/functional_alltypes.csv to ibis-mysql-1:/data/functional_alltypes.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/awards_players.csv to ibis-mysql-1:/data/awards_players.csv Copied
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/diamonds.csv to ibis-mysql-1:/data/diamonds.csv Copied
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/astronauts.csv to ibis-mysql-1:/data/astronauts.csv Copied
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/batting.csv to ibis-mysql-1:/data/batting.csv Copying
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/functional_alltypes.csv to ibis-mysql-1:/data/functional_alltypes.csv Copied
 ibis-mysql-1 copy /home/runner/work/ibis/ibis/ci/ibis-testing-data/csv/batting.csv to ibis-mysql-1:/data/batting.csv Copied
______________ test_impure_uncorrelated_different_id[mysql-uuid] _______________
[gw2] linux -- Python 3.13.3 /home/runner/work/ibis/ibis/.venv/bin/python
[XPASS(strict)] instances are correlated

It doesn't feel like I touched that code.

As for the SQLite failure: I don't see any test failures, but the tests are timing out when nearly complete. I expect the timeout duration will need to be extended.