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Replace `requirements-*.txt` with PEP 735 dependency groups (#15619)

* Replace `requirements-dev.txt` with PEP 735 dependency groups

We previously managed all our "developer" dependencies using a separate
`requirements-dev.txt` file, which got installed as a catch-all.  This
caused problems when trying to update the version of Sphinx used in the
documentation build, since Sphinx now has a more aggressive policy of
dropping older Python-version support.  We do not actually need the
documentation build to run on _all_ versions of Python, and we probably
want to have one main blessed/locked environment that generates it
reliably.

PEP 735 dependency groups let us specify several sets of dependencies
directly in the `pyproject.toml` file, and modern `pip` (>=25.1)
supports `pip install --group <group>` to install them (as do other
modern tools like `uv`).  This lets us split up `build`, `test`, `lint`
and `doc` as separate concerns that _can_ be installed separately
easily.  For convenience, we also provide `dev`, which is the union of
all of the above.

* Update pip before use in image tests

* Correct typo in dependency-group name

* Correct pre-installation tox command

* Correct PGO installation command

* Configure cibuildwheel to use the test group directly

* Move `requirements-optional.txt` into `optionals-all` group

* Correct dangling reference to `requirements-optionals.txt`

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