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Three changes to the hot path hit by every fig.show(), write_html(), to_json(), and write_image() call: 1. to_typed_array_spec: replace copy_to_readonly_numpy_array (which copies the array, wraps through narwhals, and sets readonly flag) with a lightweight np.asarray — the input is already a deepcopy from to_dict(), so copying again is pure waste. 2. convert_to_base64: replace is_homogeneous_array (which checks numpy, pandas, narwhals, and __array_interface__) with a direct isinstance(value, np.ndarray) check. In the to_dict() context, data is already validated and stored as numpy arrays. 3. is_skipped_key: replace list scan with frozenset lookup (O(1)). Profile results (10 traces × 100K points, 20 calls): to_typed_array_spec: 1811ms → 1097ms (40% faster) copy_to_readonly_numpy_array: 226ms → 0ms (eliminated) narwhals from_native: 68ms → 0ms (eliminated) is_skipped_key: 41ms → ~0ms (eliminated)
In convert_to_base64, when iterating list/tuple elements, only recurse into dicts, lists, and tuples. Strings and numbers can never contain numpy arrays, so recursing into them wastes ~500K function calls on figures with large text arrays.
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Whoops, there are unrelated commits on this branch. Closing in favor of #5587. |
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Link to issue
Closes #5584
Description of change
Fixes issue since Plotly 6.7.0, introduced by #5540, where
pip install plotlywould unintentionally create ajs/directory undersite-packages/, interfering with any other package which might use thejs/name.Demo
N/A
Testing strategy
To reproduce the issue:
pip install plotly==6.7.0(oruv pip install ...)$VENV_ROOT/lib/pythonX.Y/site-packages/jsTo verify that this PR fixes the issue:
python -m buildfrom the root folder, and make sure it runs without errordist/plotly-6.7.0.tar.gzanddist/plotly-6.7.0-py3-none-any.whlfiles are createdpip install dist/plotly-6.7.0-py3-none-any.whl$VENV_ROOT/lib/pythonX.Y/site-packages/jsDOES NOT exist$VENV_ROOT/share/jupyter/labextensions/jupyterlab-plotly/install.jsonDOES exist.whlfile path with the.tar.gzfile pathGuidelines