… google-cloud-core (#784)

* fix(deps): pin 'google-{api,cloud}-core', 'google-auth' to allow 2.x versions

* Update setup.py

Some pyarrow versions can cause issue when loading data from dataframe.
This commit detects if such pyarrow version is installed and warns the
user.

Source-Link: googleapis/synthtool@52e4e46
Post-Processor: gcr.io/repo-automation-bots/owlbot-python:latest@sha256:6186535cbdbf6b9fe61f00294929221d060634dae4a0795c1cefdbc995b2d605

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

Release-As: 2.22.1

Planned to be included in https://cloud.google.com/bigquery/docs/managing-jobs

* The chunk size used for data uploads was too small (1MB). Now it's 100MB.

* fix: The chunk size used for data uploads was too small

* chore: release 2.22.1

* remove misc

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Tim Swast <swast@google.com>

Source-Link: googleapis/synthtool@dd05f9d
Post-Processor: gcr.io/repo-automation-bots/owlbot-python:latest@sha256:aea14a583128771ae8aefa364e1652f3c56070168ef31beb203534222d842b8b

…810)

Thank you for opening a Pull Request! Before submitting your PR, there are a few things you can do to make sure it goes smoothly:
- [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/python-bigquery/issues/new/choose) before writing your code!  That way we can discuss the change, evaluate designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)

Fixes #811.

* tests: add system tests for `to_arrow` with extreme values

* fix bad merge

* revert pandas tests

* revert pandas tests

* fix link to decimal types

Co-authored-by: Peter Lamut <plamut@users.noreply.github.com>

* use north and south pole as extreme geography points

* add another row of extreme values

* base64 encode bytes columns

Co-authored-by: Peter Lamut <plamut@users.noreply.github.com>

* chore: protect v3.x.x branch

In preparation for breaking changes.

* force pattern to be a string

* simplify branch name

…#815)

That warning should only be used when BQ Storage client is
explicitly passed in to RowIterator methods when max_results
value is also set.

…ields for BQML. (#817)

PiperOrigin-RevId: 387137741

Source-Link: googleapis/googleapis@8962c92

Source-Link: googleapis/googleapis-gen@102f1b4

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>