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Merge pull request #5392 from plotly/make-docs-live-nov-5
Make docs live for v6.4
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.github/workflows/check-js-build.yml

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cd js
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npm ci
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npm run build
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npm ls
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- name: Check JupyterLab build artifacts
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run: |
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# 1. Hash contents of all static files, sort by content hash

CHANGELOG.md

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## Unreleased
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## [6.4.0] - 2025-11-02
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### Updated
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- Update plotly.js from version 3.1.1 to version 3.2.0. See the plotly.js [release notes](https://github.com/plotly/plotly.js/releases) for more information. [[#5357](https://github.com/plotly/plotly.py/pull/5388)]. Notable changes include:
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- Add `hovertemplatefallback` and `texttemplatefallback` attributes [[#7577](https://github.com/plotly/plotly.js/pull/7577)]
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- Add "SI extended" formatting rule for tick exponents on axis labels, allowing values to be displayed with extended SI prefixes (e.g., femto, pico, atto) [[#7249](https://github.com/plotly/plotly.js/pull/7249)]
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### Deprecated
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- Deprecate `create_hexbin_mapbox` in favor of `create_hexbin_map`, update related function calls [[5358](https://github.com/plotly/plotly.py/pull/5358)], with thanks to @ajlien for the contribution!
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## [6.3.1] - 2025-10-02
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### Updated
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- Update Plotly.js from version 3.1.0 to version 3.1.1. See the Plotly.js [release notes](https://github.com/plotly/plotly.js/releases) for more information. [[#5357](https://github.com/plotly/plotly.py/pull/5357)]. Notable changes include:
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- Fix issue preventing Scattergl plots with text elements from rendering [[plotly.js#7563](https://github.com/plotly/plotly.js/pull/7563)]
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- Use native legends when converting from matplotlib [[#5312](https://github.com/plotly/plotly.py/pull/5312)], with thanks to @robertoffmoura to the contribution!
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- Allow `shared_yaxes` to work with secondary axes [[#5180](https://github.com/plotly/plotly.py/pull/5180)], with thanks to @gmjw for the contribution!
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### Fixed
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- Fix issue where width/height in plot layout were not respected during Kaleido image export [[#5325](https://github.com/plotly/plotly.py/pull/5325)]
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- Fix typo in default argument to `_ternary_contour.py` [[#5315](https://github.com/plotly/plotly.py/pull/5315)], with thanks to @Lexachoc for the contribution!
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- Fix incorrect `fig.show()` behavior when `ipython` is installed [[#5258](https://github.com/plotly/plotly.py/pull/5258)]
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## [6.3.0] - 2025-08-12
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### Updated
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- Updated Plotly.js from version 3.0.1 to version 3.1.0. See the plotly.js [release notes](https://github.com/plotly/plotly.js/releases) for more information. [[#5318](https://github.com/plotly/plotly.py/pull/5318)]
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- Updated Plotly.js from version 3.0.1 to version 3.1.0. See the Plotly.js [release notes](https://github.com/plotly/plotly.js/releases) for more information. [[#5318](https://github.com/plotly/plotly.py/pull/5318)]
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### Added
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- Exposed `plotly.io.get_chrome()` as a function which can be called from within a Python script. [[#5282](https://github.com/plotly/plotly.py/pull/5282)]

CITATION.cff

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- family-names: "Parmer"
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given-names: "Chris"
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title: "An interactive, open-source, and browser-based graphing library for Python"
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version: 5.24.1
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version: 6.4.0
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doi: 10.5281/zenodo.14503524
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date-released: 2024-09-12
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date-released: 2025-11-02
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url: "https://github.com/plotly/plotly.py"

CONTRIBUTING.md

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pip install -e '.[dev]'
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```
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If you're testing local changes in Jupyter Lab or Jupyter Notebook, you'll want to run these commands when you're setting up your development environment:
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```bash
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pip install jupyter
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jupyter labextension develop .
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```
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If you don't run that command, your figure will not render in the Jupyter Lab/ Jupyter Notebook editors.
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If you're changing any of the code under the `js/` directory, you'll also want to run these commands:
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```
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cd js/
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npm ci
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npm run build
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```
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These commands also create an *editable install* of plotly.py
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so that you can test your changes iteratively without having to rebuild the plotly.py package explicitly;
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for more information please see

RELEASE.md

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## Release process - full release of `plotly` package
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This is the release process for releasing `plotly.py` version `X.Y.Z`, including changelogs, Github release and forum announcement.
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This is the release process for releasing plotly.py version `X.Y.Z`, including changelogs, GitHub release and forum announcement.
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### Finalize changelog
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notable changes as sub-bullets (new trace types in particular), and provide
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a link to the plotly.js CHANGELOG.
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### Finalize versions
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### Update version numbers
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**Create a release branch `git checkout -b release-X.Y.Z` _from the tip of `origin/main`_.**
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- Manually update the versions to `X.Y.Z` in the files specified below:
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- `pyproject.toml`
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- update version
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- `CHANGELOG.md`
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- update version and release date
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- finalize changelog entries according to instructions above
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- `CITATION.cff`
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- update version and release date
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- Run `uv lock` to update the version number in the `uv.lock` file (do not update manually)
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- Commit and push your changes to the release branch:
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```sh
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$ git add -u
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$ git commit -m "version changes for vX.Y.Z"
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$ git push
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```
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- Create a GitHub pull request from `release-X.Y.Z` to `main` and wait for CI to be green
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- On the release branch, create and push a tag for the release:
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```sh
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$ git tag vX.Y.Z
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$ git push origin vX.Y.Z
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```
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### Manual QA in Jupyter
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We don't currently have automated tests for Jupyter, so we do this QA step manually.
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The `full_build` job in the `release_build` workflow in CircleCI produces a tarball of artifacts `output.tgz`
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which you should download and decompress, which will give you a directory called `output`. The filenames within
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will contain version numbers; make sure the version numbers are correct.
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Set up an environment with Jupyter, AnyWidget, and Pandas installed (`pip install jupyter anywidget pandas`). Then:
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- unzip downloaded `output.tgz`
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- `pip uninstall plotly`
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- `pip install path/to/output/dist/plotly-X.Y.Z-py3-none-any.whl`
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You'll want to check, in both JupyterLab (launch with `jupyter lab`) and Jupyter Notebook (launch with `jupyter notebook`),
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that `go.Figure()` and `go.FigureWidget()` work as expected.
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**Create a branch `git checkout -b release-X.Y.Z` *from the tip of `origin/main`*.**
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Notes:
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- **Start by creating a brand new notebook each time** so that there is no caching of previous results
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- **Do not run the Jupyter commands from the root `plotly.py/` directory on your machine** because Jupyter may be confused
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by metadata from previous plotly.py builds
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Manually update the versions to `X.Y.Z` in the files specified below.
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Code for testing `go.Figure()`:
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```python
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import plotly
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import plotly.graph_objects as go
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- `pyproject.toml`
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+ update version
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- `CHANGELOG.md`
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+ update the release date
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- Commit your changes on the branch:
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+ `git commit -a -m "version changes for vX.Y.Z"`
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- Create a tag for Github release
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+ `git tag vX.Y.Z`
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+ `git push --atomic origin release-X.Y.Z vX.Y.Z`
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- Create a Github pull request from `release-X.Y.Z` to `main` and wait for CI to be green
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print(plotly.__version__) # Make sure version is correct
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fig = go.Figure(data=go.Scatter(x=[1, 2, 3, 4], y=[1, 3, 2, 4]))
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fig.show() # Figure should render in notebook
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```
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### Download and QA CI Artifacts
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Code for testing `go.FigureWidget()`:
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```python
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import plotly
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import plotly.graph_objects as go
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The `full_build` job in the `release_build` workflow in CircleCI produces a tarball of artifacts `output.tgz` which you should download and decompress, which will give you a directory called `output`. The filenames contained within will contain version numbers.
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print(plotly.__version__) # Make sure version is correct
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fig = go.Figure(data=go.Scatter(x=[1, 2, 3, 4], y=[1, 3, 2, 4]))
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figure_widget = go.FigureWidget(fig)
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figure_widget # Figure should render in notebook
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```
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To locally install the PyPI dist, make sure you have an environment with JupyterLab installed (maybe one created with `conda create -n condatest python=3.10 jupyter anywidget pandas`):
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Once these are verified working, you can move on to publishing the release.
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- `tar xzf output.tgz`
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- `pip uninstall plotly`
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- `conda uninstall plotly` (just in case!)
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- `pip install path/to/output/dist/plotly-X.Y.X-py3-none-any.whl`
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### Merge the release PR and make a GitHub release
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You'll want to check, in both Lab and Notebook, **in a brand new notebook in each** so that there is no caching of previous results, that `go.Figure()` and `go.FigureWidget()` work without error.
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- Merge the pull request you created above into `main`
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- Go to https://github.com/plotly/plotly.py/releases and "Draft a new release"
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- Enter the `vX.Y.Z` tag you created already above and make "Release title" the same string as the tag.
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- Copy the changelog section for this version into "Describe this release"
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- Upload the build artifacts downloaded in the previous step (`.tar` and `.whl`)
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### Publishing
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### Publishing to PyPI
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Once you're satisfied that things render in Lab and Notebook in Widget and regular mode,
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you can publish the artifacts. **You will need special credentials from Plotly leadership to do this.**.
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The final step is to publish the release to PyPI. **You will need special permissions from Plotly leadership to do this.**.
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You must install first install [Twine](https://pypi.org/project/twine/) (`pip install twine`) if not already installed.
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Publishing to PyPI:
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### Merge the PR and make a Release
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2. Go to https://github.com/plotly/plotly.py/releases and "Draft a new release"
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3. Enter the `vX.Y.Z` tag you created already above and make "Release title" the same string as the tag.
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4. Copy the changelog section for this version as the "Describe this release"
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You will be prompted to enter an API token; this can be generated in your PyPI account settings.
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Your account must have permissions to publish to the `plotly` project on PyPI.
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- If Plotly.js contains any new traces or trace or layout attributes, you'll get a warning `“missing key in attributes: <attribute-name>`. To resolve, add the attribute to the relevant section in `/_data/orderings.json` in the position you want it to appear in the reference docs.
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1. bump the version of plotly.py in `_data/pyversion.json`
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2. bump the version of plotly.js with `cd _data && python get_plotschema.py <PLOTLY.JS VERSION>` fixing any errors that come up.
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- If plotly.js contains any new traces or trace or layout attributes, you'll get a warning `“missing key in attributes: <attribute-name>`. To resolve, add the attribute to the relevant section in `/_data/orderings.json` in the position you want it to appear in the reference docs.
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3. rebuild the Algolia `schema` index with `ALGOLIA_API_KEY=<key> make update_ref_search`
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4. Rebuild the Algolia `python` index with `ALGOLIA_API_KEY=<key> make update_python_search`
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5. Commit and push the changes to `master` in that repo
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### Notify Stakeholders
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* Post an announcement to the Plotly Python forum, with links to the README installation instructions and to the CHANGELOG.
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* Post an announcement to the [Plotly Python forum](https://community.plotly.com/c/plotly-python/5), with links to the README installation instructions and to the CHANGELOG.
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* Update the previous announcement to point to this one
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* Update the Github Release entry and CHANGELOG entry to have the nice title and a link to the announcement
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* Update the GitHub Release entry and CHANGELOG entry to have the nice title and a link to the announcement
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* Follow up on issues resolved in this release or forum posts with better answers as of this release
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## Release process - Release *Candidate* of `plotly` package

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