...d break
 into individual scripts.
 - Tidy up imports etc. while doing so.
- Move code generation from `./codegen` to `./bin/codegen`.
- Move `plot-schema.json` to `./resources` rather than burying it under the
 `codegen` folder.
- Add `Makefile` to run commands instead of putting everything in `commands.py`.
 - Run `ruff` directly for checking and formatting rather than launching a
 subprocess from Python as `commands.py` did.
- Modify `.gitignore to ignore `docs` and `docs_tmp`. (Will eventually want to
 include `docs` or overwrite `doc`.)
- Minor reformatting of `README.md`.
- Update `CONTRIBUTING.md` to describe relocation of commands and code
 generation to `bin`.
 - `CONTRIBUTING.md` documents `--local`, `--devrepo` and `--devbranch` options
 for updating JavaScript bundle that `commands.py` didn't seem to provide.
- Add `mkdocs.yml` configuration file for `mkdocs`.
 - Most of this file was vibe coded using Claude.
 - `mkdocs` does not support reading configuration from `pyproject.toml`, so
 we need the extra config file.
 - Use `material` theme.
 - Read hand-written Markdown from `pages` and write output to `docs`.
 - Generate module index pages on the fly using `mkdocs-gen-files` plugin.
 (See discussion of `bin/generate_reference_pages.py` below.)
 - Set docstring style to `google` (even though much of our documentation
 isn't formatted that way).
- Add placeholder Markdown files in `pages` that include files from the root
 directory (README, code of conduct, contributors' guide, license).
 - Remove relative links between these pages because they don't work when
 the content is transcluded one directory lower.
- Modify docstring in `plotly/_subplots.py` to escape closing `]` with backslash
 to avoid confusing `mkdocs` Markdown.
 - Here and elsewhere the escape is written `\\]` because we need `\]` in the
 actual string. We could convert the docstrings to literal strings prefixed
 with `r` to avoid the double backslash.
 - Have also escaped some `[` as `\\[` for the same reason.
- Similar change to `plotly/basedatatypes.py`.
- Reformat line breaks in docstrings in `plotly/express/_core.py`.
- Modify `pyproject.toml` to install `mkdocs` and related packages for dev.
- Modify `pyproject.toml` to install `pydoclint` for checking documentation.
 - Currently reporting a *lot* of errors.
- Update `uv.lock` to match.

Add `plotly.express` docstrings

preload _plotly_utils to display full reference content for plotly.colors

- Add `bin/run_markdown.py` (with help from Claude).
 - Runs Python chunks embedded in Markdown, writing result as Markdown.
 - Has option to embed interactive figures as well as generate PNG.
- Modify `Makefile` to run the script on selected files for testing purposes.
 - Commented-out target runs on all.
To do:
- [ ] Figure out why `bin/run_markdown.py` fails with "too many open files" for large numbers of input files.
- [ ] Modify `Makefile` to allow select re-running as well as batch runs.
- [ ] Modify `bin/run_markdown.py` to use a single Kaleido sub-process to speed up image generation.

...-conversion

- Updates `pyproject.toml` to install packages previously listed in `doc/requirements.txt`.
- Removes `doc/requirements.txt`.
- Run `python bin/check-all-md.py doc/python/*.md` to re-run all examples.

Exclude code blocks that aren't run

Changes were made to line 2037, in the case where a node is valType info_array in the JSON with dimension: 2 (eg. groups in _node.py line 137).
This fixes the issue where markdown interprets it as a hyperlink. This line adds '[][]' to the description after the description passed in the JSON file as part of the validation process.
Now, markdown correctly interprets the brackets as consecutive brackets instead.

All three cases in 'InfoArrayValidator' no longer
encounter '[][]' errors. For examples, see
'_node.py' groups property, '_image.py' zmax property,
'_dimension.py' constraintrange property.
Keep the newline between "...specified as"
and "* ..." to avoid rendering a code block.
Note: Python now raises a SyntaxWarning due to '\['.

Changes were made to line 2037, in the case where a node is valType info_array in the JSON with dimension: 2 (eg. groups in _node.py line 137).
This fixes the issue where markdown interprets it as a hyperlink. This line adds '[][]' to the description after the description passed in the JSON file as part of the validation process.
Now, markdown correctly interprets the brackets as consecutive brackets instead.

All three cases in 'InfoArrayValidator' no longer
encounter '[][]' errors. For examples, see
'_node.py' groups property, '_image.py' zmax property,
'_dimension.py' constraintrange property.
Keep the newline between "...specified as"
and "* ..." to avoid rendering a code block.
Note: Python now raises a SyntaxWarning due to '\['.

For examples, see '_annotation.py' property axref.

...is executed.

...fixes to imports/variables missing in subsequent code blocks.

...IL's Image.show()

...mport statement to the correct one and removed 'orca-management.md' from the navigation bar.

...age versions and import statements.

...elative to docs.

...ages made by @LiamConnors 

...essages and minor code cleanup

Make some nav and style updates