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Fixes #<issue_number_goes_here> 🦕

* test: add a bigquery usage report to notebook test session

* filter out mocks

* remove pointless type hint

* fix replace statement

* account for dry runs

* ipynb only

* use env var via nox

* don't import bigframes from noxfile

* address comments

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

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Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>

Source-Link: googleapis/synthtool@d50980e
Post-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:5a4c19d17e597b92d786e569be101e636c9c2817731f80a5adec56b2aa8fe070

Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
Co-authored-by: Anthonios Partheniou <partheniou@google.com>

* fix: address technical writers fb

Co-authored-by: Tim Sweña (Swast) <swast@google.com>

* feat: support list of numerics in pandas.cut (#580)

An internal user encountered this missing overload

* move the tests to load-testing

* add predict tests

* address comments

* address comments

---------

Co-authored-by: Henry Solberg <henry.j.solberg@gmail.com>

* feat: warn if location is set to unknown location

* tests error message

---------

Co-authored-by: Shobhit Singh <shobs@google.com>
Co-authored-by: Tim Sweña (Swast) <swast@google.com>

* feat: expose `max_batching_rows` in `remote_function`

* fix option formation, add tests

* fix type annotation

* assert max_batching_rows after routing creation

* add forgotten assert

* chore: add synthetic data generation notebook

* markdown improvements

* add copyright header

* add a title

…` by default (#625)

* feat: support primary key(s) in `read_gbq` by using as the `index_col` by default

* revert WIP commit

* address type error in tests

🤖 I have created a release *beep* *boop*
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## [1.3.0](https://togithub.com/googleapis/python-bigquery-dataframes/compare/v1.2.0...v1.3.0) (2024-04-22)


### Features

* Add `Series.struct.dtypes` property ([#599](https://togithub.com/googleapis/python-bigquery-dataframes/issues/599)) ([d924ec2](https://togithub.com/googleapis/python-bigquery-dataframes/commit/d924ec2937c158644b5d1bbae4f82476de2c1655))
* Add fine tuning `fit()` for Palm2TextGenerator ([#616](https://togithub.com/googleapis/python-bigquery-dataframes/issues/616)) ([9c106bd](https://togithub.com/googleapis/python-bigquery-dataframes/commit/9c106bd24482620ef5ff3c85f94be9da76c49716))
* Add quantile statistic ([#613](https://togithub.com/googleapis/python-bigquery-dataframes/issues/613)) ([bc82804](https://togithub.com/googleapis/python-bigquery-dataframes/commit/bc82804da43c03c2311cd56f47a2316d3aae93d2))
* Expose `max_batching_rows` in `remote_function` ([#622](https://togithub.com/googleapis/python-bigquery-dataframes/issues/622)) ([240a1ac](https://togithub.com/googleapis/python-bigquery-dataframes/commit/240a1ac6fa914550bb6216cd5d179a36009f2657))
* Support primary key(s) in `read_gbq` by using as the `index_col` by default ([#625](https://togithub.com/googleapis/python-bigquery-dataframes/issues/625)) ([75bb240](https://togithub.com/googleapis/python-bigquery-dataframes/commit/75bb2409532e80de742030d05ffcbacacf5ffba2))
* Warn if location is set to unknown location ([#609](https://togithub.com/googleapis/python-bigquery-dataframes/issues/609)) ([3706b4f](https://togithub.com/googleapis/python-bigquery-dataframes/commit/3706b4f9dde65788b5e6343a6428fb1866499461))


### Bug Fixes

* Address technical writers fb ([#611](https://togithub.com/googleapis/python-bigquery-dataframes/issues/611)) ([9f8f181](https://togithub.com/googleapis/python-bigquery-dataframes/commit/9f8f181279133abdb7da3aa045df6fa278587013))
* Infer narrowest numeric type when combining numeric columns ([#602](https://togithub.com/googleapis/python-bigquery-dataframes/issues/602)) ([8f9ece6](https://togithub.com/googleapis/python-bigquery-dataframes/commit/8f9ece6d13f57f02d677bf0e3fea97dea94ae240))
* Use exact median implementation by default ([#619](https://togithub.com/googleapis/python-bigquery-dataframes/issues/619)) ([9d205ae](https://togithub.com/googleapis/python-bigquery-dataframes/commit/9d205aecb77f35baeec82a8f6e1b72c2d852ca46))


### Documentation

* Fix rendering of examples for multiple apis ([#620](https://togithub.com/googleapis/python-bigquery-dataframes/issues/620)) ([9665e39](https://togithub.com/googleapis/python-bigquery-dataframes/commit/9665e39ef288841f03a9d823bd2210ef58394ad3))
* Set `index_cols` in `read_gbq` as a best practice ([#624](https://togithub.com/googleapis/python-bigquery-dataframes/issues/624)) ([70015b7](https://togithub.com/googleapis/python-bigquery-dataframes/commit/70015b79e8cff16ff1b36c5e3f019fe099750a9d))

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