Read the Docs build information
Build id: 3974580
Project: anyscale-ray
Version: 63032
Commit: 94f7ce2a85a9a2b58b23e1be6ae6717d6ea97c12
Date: 2026-04-30T05:08:48.350538Z
State: finished
Success: False


[rtd-command-info] start-time: 2026-04-30T05:08:49.098837Z, end-time: 2026-04-30T05:09:01.538517Z, duration: 12, exit-code: 0
git clone --depth 1 https://github.com/ray-project/ray.git .
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[rtd-command-info] start-time: 2026-04-30T05:09:01.629879Z, end-time: 2026-04-30T05:09:06.300671Z, duration: 4, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 pull/63032/head:external-63032
From https://github.com/ray-project/ray
 * [new ref]           refs/pull/63032/head -> external-63032

[rtd-command-info] start-time: 2026-04-30T05:09:07.046011Z, end-time: 2026-04-30T05:09:07.819265Z, duration: 0, exit-code: 0
git checkout --force 94f7ce2a85a9a2b58b23e1be6ae6717d6ea97c12
Note: switching to '94f7ce2a85a9a2b58b23e1be6ae6717d6ea97c12'.

You are in 'detached HEAD' state. You can look around, make experimental
changes and commit them, and you can discard any commits you make in this
state without impacting any branches by switching back to a branch.

If you want to create a new branch to retain commits you create, you may
do so (now or later) by using -c with the switch command. Example:

  git switch -c <new-branch-name>

Or undo this operation with:

  git switch -

Turn off this advice by setting config variable advice.detachedHead to false

HEAD is now at 94f7ce2a [rep-64-poc] Phase 9: dossier (EVIDENCE, README, repro guide, PR body) + final report

[rtd-command-info] start-time: 2026-04-30T05:09:07.904512Z, end-time: 2026-04-30T05:09:07.943849Z, duration: 0, exit-code: 0
cat .readthedocs.yaml
# .readthedocs.yaml
# Read the Docs configuration file
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details

# Required
version: 2

# Set the version of Python and other tools you might need
build:
  os: ubuntu-22.04
  tools:
    python: "3.10"

# Build documentation in the docs/ directory with Sphinx
sphinx:
  configuration: doc/source/conf.py
  fail_on_warning: true

# We recommend specifying your dependencies to enable reproducible builds:
# https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
python:
  install:
    - requirements: doc/requirements-doc.txt

[rtd-command-info] start-time: 2026-04-30T05:09:12.340703Z, end-time: 2026-04-30T05:09:12.397917Z, duration: 0, exit-code: 0
asdf global python 3.10.19


[rtd-command-info] start-time: 2026-04-30T05:09:12.763974Z, end-time: 2026-04-30T05:09:13.496841Z, duration: 0, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.10.19.final.0-64 in 420ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032, clear=False, no_vcs_ignore=False, global=False)
  seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv)
    added seed packages: pip==23.1, setuptools==67.6.1, wheel==0.40.0
  activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator

[rtd-command-info] start-time: 2026-04-30T05:09:13.580103Z, end-time: 2026-04-30T05:09:18.959383Z, duration: 5, exit-code: 0
python -m pip install --upgrade --no-cache-dir pip setuptools
Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages (23.1)
Collecting pip
  Downloading pip-26.1-py3-none-any.whl (1.8 MB)
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Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages (67.6.1)
Collecting setuptools
  Downloading setuptools-82.0.1-py3-none-any.whl (1.0 MB)
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Installing collected packages: setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 67.6.1
    Uninstalling setuptools-67.6.1:
      Successfully uninstalled setuptools-67.6.1
  Attempting uninstall: pip
    Found existing installation: pip 23.1
    Uninstalling pip-23.1:
      Successfully uninstalled pip-23.1
Successfully installed pip-26.1 setuptools-82.0.1

[rtd-command-info] start-time: 2026-04-30T05:09:19.064898Z, end-time: 2026-04-30T05:09:23.707505Z, duration: 4, exit-code: 0
python -m pip install --upgrade --no-cache-dir sphinx
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Collecting MarkupSafe>=2.0 (from Jinja2>=3.1->sphinx)
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Collecting charset_normalizer<4,>=2 (from requests>=2.30.0->sphinx)
  Downloading charset_normalizer-3.4.7-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (40 kB)
Collecting idna<4,>=2.5 (from requests>=2.30.0->sphinx)
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Collecting urllib3<3,>=1.26 (from requests>=2.30.0->sphinx)
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Collecting certifi>=2023.5.7 (from requests>=2.30.0->sphinx)
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Downloading sphinx-8.1.3-py3-none-any.whl (3.5 MB)
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Downloading alabaster-1.0.0-py3-none-any.whl (13 kB)
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Downloading imagesize-2.0.0-py2.py3-none-any.whl (9.4 kB)
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Downloading markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (20 kB)
Downloading packaging-26.2-py3-none-any.whl (100 kB)
Downloading pygments-2.20.0-py3-none-any.whl (1.2 MB)
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Downloading requests-2.33.1-py3-none-any.whl (64 kB)
Downloading charset_normalizer-3.4.7-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (216 kB)
Downloading idna-3.13-py3-none-any.whl (68 kB)
Downloading urllib3-2.6.3-py3-none-any.whl (131 kB)
Downloading certifi-2026.4.22-py3-none-any.whl (135 kB)
Downloading snowballstemmer-3.0.1-py3-none-any.whl (103 kB)
Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl (119 kB)
Downloading sphinxcontrib_devhelp-2.0.0-py3-none-any.whl (82 kB)
Downloading sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl (98 kB)
Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB)
Downloading sphinxcontrib_qthelp-2.0.0-py3-none-any.whl (88 kB)
Downloading sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl (92 kB)
Downloading tomli-2.4.1-py3-none-any.whl (14 kB)
Installing collected packages: urllib3, tomli, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset_normalizer, certifi, babel, alabaster, requests, Jinja2, sphinx

Successfully installed Jinja2-3.1.6 MarkupSafe-3.0.3 Pygments-2.20.0 alabaster-1.0.0 babel-2.18.0 certifi-2026.4.22 charset_normalizer-3.4.7 docutils-0.21.2 idna-3.13 imagesize-2.0.0 packaging-26.2 requests-2.33.1 snowballstemmer-3.0.1 sphinx-8.1.3 sphinxcontrib-applehelp-2.0.0 sphinxcontrib-devhelp-2.0.0 sphinxcontrib-htmlhelp-2.1.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-2.0.0 sphinxcontrib-serializinghtml-2.0.0 tomli-2.4.1 urllib3-2.6.3

[rtd-command-info] start-time: 2026-04-30T05:09:23.798566Z, end-time: 2026-04-30T05:10:21.543226Z, duration: 57, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.txt
Collecting git+https://github.com/ray-project/tune-sklearn@master#tune-sklearn (from -r doc/requirements-doc.txt (line 3))
  Cloning https://github.com/ray-project/tune-sklearn (to revision master) to /tmp/pip-req-build-ddtu_g7o
  Running command git clone --filter=blob:none --quiet https://github.com/ray-project/tune-sklearn /tmp/pip-req-build-ddtu_g7o
  Resolved https://github.com/ray-project/tune-sklearn to commit 75e6a9da1548a8d1a31a7463c997b0612a9211c1
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting watchfiles (from -r doc/requirements-doc.txt (line 4))
  Downloading watchfiles-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.9 kB)
Collecting Pygments==2.13.0 (from -r doc/requirements-doc.txt (line 7))
  Downloading Pygments-2.13.0-py3-none-any.whl.metadata (1.6 kB)
Collecting sphinx==4.3.2 (from -r doc/requirements-doc.txt (line 10))
  Downloading Sphinx-4.3.2-py3-none-any.whl.metadata (8.0 kB)
Collecting sphinx-click==3.0.2 (from -r doc/requirements-doc.txt (line 11))
  Downloading sphinx_click-3.0.2-py3-none-any.whl.metadata (2.3 kB)
Collecting sphinx-copybutton==0.4.0 (from -r doc/requirements-doc.txt (line 12))
  Downloading sphinx_copybutton-0.4.0-py3-none-any.whl.metadata (3.0 kB)
Collecting sphinxemoji==0.2.0 (from -r doc/requirements-doc.txt (line 13))
  Downloading sphinxemoji-0.2.0.tar.gz (44 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sphinx-jsonschema==1.17.2 (from -r doc/requirements-doc.txt (line 14))
  Downloading sphinx-jsonschema-1.17.2.tar.gz (17 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sphinx-version-warning==1.1.2 (from -r doc/requirements-doc.txt (line 15))
  Downloading sphinx_version_warning-1.1.2-py3-none-any.whl.metadata (5.0 kB)
Collecting sphinx-book-theme==0.3.3 (from -r doc/requirements-doc.txt (line 16))
  Downloading sphinx_book_theme-0.3.3-py3-none-any.whl.metadata (5.7 kB)
Collecting sphinx-external-toc==0.2.4 (from -r doc/requirements-doc.txt (line 17))
  Downloading sphinx_external_toc-0.2.4-py3-none-any.whl.metadata (15 kB)
Collecting sphinx-sitemap==2.2.0 (from -r doc/requirements-doc.txt (line 18))
  Downloading sphinx-sitemap-2.2.0.tar.gz (6.1 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sphinxcontrib-redoc==1.6.0 (from -r doc/requirements-doc.txt (line 19))
  Downloading sphinxcontrib-redoc-1.6.0.tar.gz (350 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Installing backend dependencies: started
  Installing backend dependencies: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sphinx-tabs==3.4.0 (from -r doc/requirements-doc.txt (line 20))
  Downloading sphinx_tabs-3.4.0-py3-none-any.whl.metadata (6.4 kB)
Collecting sphinx-remove-toctrees==0.0.3 (from -r doc/requirements-doc.txt (line 21))
  Downloading sphinx_remove_toctrees-0.0.3-py3-none-any.whl.metadata (4.4 kB)
Collecting autodoc_pydantic==1.6.1 (from -r doc/requirements-doc.txt (line 22))
  Downloading autodoc_pydantic-1.6.1-py3-none-any.whl.metadata (12 kB)
Collecting sphinx_design==0.4.1 (from -r doc/requirements-doc.txt (line 23))
  Downloading sphinx_design-0.4.1-py3-none-any.whl.metadata (5.2 kB)
Collecting pydantic<2 (from -r doc/requirements-doc.txt (line 25))
  Downloading pydantic-1.10.26-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (155 kB)
Collecting myst-parser==0.15.2 (from -r doc/requirements-doc.txt (line 28))
  Downloading myst_parser-0.15.2-py3-none-any.whl.metadata (5.1 kB)
Collecting myst-nb==0.13.1 (from -r doc/requirements-doc.txt (line 29))
  Downloading myst_nb-0.13.1-py3-none-any.whl.metadata (4.6 kB)
Collecting jupytext==1.13.6 (from -r doc/requirements-doc.txt (line 32))
  Downloading jupytext-1.13.6-py3-none-any.whl.metadata (11 kB)
Collecting urllib3<1.27 (from -r doc/requirements-doc.txt (line 35))
  Downloading urllib3-1.26.20-py2.py3-none-any.whl.metadata (50 kB)
Collecting scikit-learn (from tune_sklearn==0.5.0->-r doc/requirements-doc.txt (line 3))
  Downloading scikit_learn-1.7.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (11 kB)
Collecting scipy (from tune_sklearn==0.5.0->-r doc/requirements-doc.txt (line 3))
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Building wheels for collected packages: tune_sklearn, sphinxemoji, sphinx-jsonschema, sphinx-sitemap, sphinxcontrib-redoc
  Building wheel for tune_sklearn (pyproject.toml): started
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  Stored in directory: /tmp/pip-ephem-wheel-cache-uvqnk8wm/wheels/e7/61/e3/441666565829d7080a62c78245900a9d1ee06de041df4dfda1
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  Created wheel for sphinxemoji: filename=sphinxemoji-0.2.0-py3-none-any.whl size=44457 sha256=4066b76023dc8962991597718aa587840327ef969e882d0bf0f9c3655c9bb8fe
  Stored in directory: /tmp/pip-ephem-wheel-cache-uvqnk8wm/wheels/64/a4/96/10ec59245ae6f2b45d4509261572f3d6a0db4a7c00d7a6d4c6
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  Stored in directory: /tmp/pip-ephem-wheel-cache-uvqnk8wm/wheels/26/ad/11/d8c2deccd5bdc966fc88f67c66def6850baf8086b4b1efcdbb
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  Stored in directory: /tmp/pip-ephem-wheel-cache-uvqnk8wm/wheels/c3/f3/09/ca56bcb5e735dbf9d7ccfcbfa66480b60179becfe44e425e7b
Successfully built tune_sklearn sphinxemoji sphinx-jsonschema sphinx-sitemap sphinxcontrib-redoc
Installing collected packages: webencodings, pytz, pure-eval, ptyprocess, mistune, ipython-genutils, zipp, websocket-client, wcwidth, urllib3, tzdata, typing-extensions, traitlets, tornado, toml, tinycss2, threadpoolctl, soupsieve, sniffio, smmap, six, send2trash, pyzmq, pyyaml, pyrsistent, Pygments, pycparser, pyarrow, psutil, protobuf, prometheus-client, platformdirs, pexpect, parso, pandocfilters, numpy, nest-asyncio, msgpack, lxml, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, joblib, Jinja2, greenlet, fsspec, filelock, executing, entrypoints, docutils, defusedxml, decorator, debugpy, comm, colorama, click, bleach, attrs, asttokens, alabaster, terminado, tensorboardX, stack_data, sqlalchemy, scipy, python-dateutil, pydantic, prompt_toolkit, matplotlib-inline, markdown-it-py, jupyter-core, jsonschema, jedi, importlib-metadata, gitdb, exceptiongroup, cffi, beautifulsoup4, sphinx-jsonschema, sphinx, scikit-learn, ray, pandas, nbformat, mdit-py-plugins, jupyter-client, ipython, gitpython, argon2-cffi-bindings, anyio, watchfiles, sphinxemoji, sphinxcontrib-redoc, sphinx-version-warning, sphinx-togglebutton, sphinx-tabs, sphinx-sitemap, sphinx-remove-toctrees, sphinx-external-toc, sphinx_design, sphinx-copybutton, sphinx-click, pydata-sphinx-theme, nbclient, myst-parser, jupytext, ipykernel, autodoc_pydantic, argon2-cffi, tune_sklearn, sphinx-book-theme, nbconvert, jupyter-server, notebook-shim, nbdime, nbclassic, jupyter-cache, notebook, widgetsnbextension, ipywidgets, jupyter-sphinx, myst-nb
  Attempting uninstall: urllib3
    Found existing installation: urllib3 2.6.3
    Uninstalling urllib3-2.6.3:
      Successfully uninstalled urllib3-2.6.3
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    Found existing installation: Pygments 2.20.0
    Uninstalling Pygments-2.20.0:
      Successfully uninstalled Pygments-2.20.0
  Attempting uninstall: Jinja2
    Found existing installation: Jinja2 3.1.6
    Uninstalling Jinja2-3.1.6:
      Successfully uninstalled Jinja2-3.1.6
  Attempting uninstall: docutils
    Found existing installation: docutils 0.21.2
    Uninstalling docutils-0.21.2:
      Successfully uninstalled docutils-0.21.2
  Attempting uninstall: alabaster
    Found existing installation: alabaster 1.0.0
    Uninstalling alabaster-1.0.0:
      Successfully uninstalled alabaster-1.0.0
  Attempting uninstall: sphinx
    Found existing installation: Sphinx 8.1.3
    Uninstalling Sphinx-8.1.3:
      Successfully uninstalled Sphinx-8.1.3

Successfully installed Jinja2-3.0.3 Pygments-2.13.0 alabaster-0.7.16 anyio-3.7.1 argon2-cffi-25.1.0 argon2-cffi-bindings-25.1.0 asttokens-3.0.1 attrs-21.4.0 autodoc_pydantic-1.6.1 beautifulsoup4-4.14.3 bleach-6.3.0 cffi-2.0.0 click-8.3.3 colorama-0.4.6 comm-0.2.3 debugpy-1.8.20 decorator-5.2.1 defusedxml-0.7.1 docutils-0.17.1 entrypoints-0.4 exceptiongroup-1.3.1 executing-2.2.1 filelock-3.29.0 fsspec-2026.4.0 gitdb-4.0.12 gitpython-3.1.49 greenlet-3.5.0 importlib-metadata-9.0.0 ipykernel-6.29.5 ipython-8.39.0 ipython-genutils-0.2.0 ipywidgets-7.8.5 jedi-0.19.2 joblib-1.5.3 jsonpointer-3.1.1 jsonschema-4.17.3 jupyter-cache-0.4.3 jupyter-client-7.4.9 jupyter-core-5.9.1 jupyter-server-1.24.0 jupyter-sphinx-0.3.2 jupyterlab-pygments-0.3.0 jupyterlab-widgets-1.1.11 jupytext-1.13.6 lxml-6.1.0 markdown-it-py-1.1.0 matplotlib-inline-0.2.1 mdit-py-plugins-0.2.8 mistune-0.8.4 msgpack-1.1.2 myst-nb-0.13.1 myst-parser-0.15.2 nbclassic-1.3.3 nbclient-0.5.13 nbconvert-6.5.4 nbdime-4.0.4 nbformat-5.2.0 nest-asyncio-1.6.0 notebook-6.5.7 notebook-shim-0.2.4 numpy-2.2.6 pandas-2.3.3 pandocfilters-1.5.1 parso-0.8.6 pexpect-4.9.0 platformdirs-4.9.6 prometheus-client-0.25.0 prompt_toolkit-3.0.52 protobuf-7.34.1 psutil-7.2.2 ptyprocess-0.7.0 pure-eval-0.2.3 pyarrow-24.0.0 pycparser-3.0 pydantic-1.10.26 pydata-sphinx-theme-0.8.1 pyrsistent-0.20.0 python-dateutil-2.9.0.post0 pytz-2026.1.post1 pyyaml-6.0.3 pyzmq-27.1.0 ray-2.55.1 scikit-learn-1.7.2 scipy-1.15.3 send2trash-2.1.0 six-1.17.0 smmap-5.0.3 sniffio-1.3.1 soupsieve-2.8.3 sphinx-4.3.2 sphinx-book-theme-0.3.3 sphinx-click-3.0.2 sphinx-copybutton-0.4.0 sphinx-external-toc-0.2.4 sphinx-jsonschema-1.17.2 sphinx-remove-toctrees-0.0.3 sphinx-sitemap-2.2.0 sphinx-tabs-3.4.0 sphinx-togglebutton-0.2.3 sphinx-version-warning-1.1.2 sphinx_design-0.4.1 sphinxcontrib-redoc-1.6.0 sphinxemoji-0.2.0 sqlalchemy-1.4.54 stack_data-0.6.3 tensorboardX-2.6.5 terminado-0.18.1 threadpoolctl-3.6.0 tinycss2-1.5.1 toml-0.10.2 tornado-6.5.5 traitlets-5.14.3 tune_sklearn-0.5.0 typing-extensions-4.15.0 tzdata-2026.2 urllib3-1.26.20 watchfiles-1.1.1 wcwidth-0.6.0 webencodings-0.5.1 websocket-client-1.9.0 widgetsnbextension-3.6.10 zipp-3.23.1

[rtd-command-info] start-time: 2026-04-30T05:10:21.695275Z, end-time: 2026-04-30T05:10:21.734787Z, duration: 0, exit-code: 0
cat doc/source/conf.py
from datetime import datetime
from pathlib import Path
from importlib import import_module
import os
import sys
from jinja2.filters import FILTERS

sys.path.insert(0, os.path.abspath("."))
from custom_directives import (
    DownloadAndPreprocessEcosystemDocs,
    update_context,
    LinkcheckSummarizer,
    build_gallery,
)

# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
sys.path.insert(0, os.path.abspath("../../python/"))

# -- General configuration ------------------------------------------------

# The name of a reST role (builtin or Sphinx extension) to use as the default role, that
# is, for text marked up `like this`. This can be set to 'py:obj' to make `filter` a
# cross-reference to the Python function “filter”. The default is None, which doesn’t
# reassign the default role.

default_role = "py:obj"

sys.path.append(os.path.abspath("./_ext"))

extensions = [
    "callouts",  # custom extension from _ext folder
    "queryparamrefs",
    "sphinx.ext.autodoc",
    "sphinx.ext.viewcode",
    "sphinx.ext.napoleon",
    "sphinx_click.ext",
    "sphinx-jsonschema",
    "sphinxemoji.sphinxemoji",
    "sphinx_copybutton",
    "versionwarning.extension",
    "sphinx_sitemap",
    "myst_nb",
    "sphinx.ext.doctest",
    "sphinx.ext.coverage",
    "sphinx.ext.autosummary",
    "sphinx_external_toc",
    "sphinxcontrib.autodoc_pydantic",
    "sphinxcontrib.redoc",
    "sphinx_tabs.tabs",
    "sphinx_remove_toctrees",
    "sphinx_design",
    "sphinx.ext.intersphinx",
]

# Prune deep toc-trees on demand for smaller html and faster builds.
# This only effects the navigation bar, not the content.
if os.getenv("FAST", False):
    remove_from_toctrees = [
        "data/api/doc/*",
        "ray-air/api/doc/*",
        "ray-core/api/doc/*",
        "ray-observability/api/state/doc/*",
        "serve/api/doc/*",
        "train/api/doc/*",
        "tune/api/doc/*",
        "workflows/api/doc/*",
        "cluster/running-applications/job-submission/doc/*",
        "serve/production-guide/*",
        "serve/tutorials/deployment-graph-patterns/*",
        "rllib/package_ref/env/*",
        "rllib/package_ref/policy/*",
        "rllib/package_ref/evaluation/*",
        "rllib/package_ref/utils/*",
        "workflows/api/*",
        "cluster/kubernetes/user-guides/*",
        "cluster/kubernetes/examples/*",
        "cluster/vms/user-guides/*",
        "cluster/running-applications/job-submission/*",
        "ray-core/actors/*",
        "ray-core/objects/*",
        "ray-core/scheduling/*",
        "ray-core/tasks/*",
        "ray-core/patterns/*",
        "tune/examples/*",
    ]

myst_enable_extensions = [
    "dollarmath",
    "amsmath",
    "deflist",
    "html_admonition",
    "html_image",
    "colon_fence",
    "smartquotes",
    "replacements",
]

# Cache notebook outputs in _build/.jupyter_cache
# To prevent notebook execution, set this to "off". To force re-execution, set this to "force".
# To cache previous runs, set this to "cache".
jupyter_execute_notebooks = os.getenv("RUN_NOTEBOOKS", "off")

external_toc_exclude_missing = False
external_toc_path = "_toc.yml"

html_extra_path = ["robots.txt"]

html_baseurl = "https://docs.ray.io/en/latest"

# This pattern matches:
# - Python Repl prompts (">>> ") and it's continuation ("... ")
# - Bash prompts ("$ ")
# - IPython prompts ("In []: ", "In [999]: ") and it's continuations
#   ("  ...: ", "     : ")
copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.\.\.: | {5,8}: "
copybutton_prompt_is_regexp = True

# By default, tabs can be closed by selecting an open tab. We disable this
# functionality with the `sphinx_tabs_disable_tab_closing` option.
sphinx_tabs_disable_tab_closing = True

# Special mocking of packaging.version.Version is required when using sphinx;
# we can't just add this to autodoc_mock_imports, as packaging is imported by
# sphinx even before it can be mocked. Instead, we patch it here.
import packaging.version as packaging_version

Version = packaging_version.Version


class MockVersion(Version):
    def __init__(self, version: str):
        if isinstance(version, (str, bytes)):
            super().__init__(version)
        else:
            super().__init__("0")


packaging_version.Version = MockVersion

# This is used to suppress warnings about explicit "toctree" directives.
suppress_warnings = ["etoc.toctree"]

versionwarning_admonition_type = "note"
versionwarning_banner_title = "Join the Ray Discuss Forums!"

FORUM_LINK = "https://discuss.ray.io"
versionwarning_messages = {
    # Re-enable this after Ray Summit.
    # "latest": (
    #     "This document is for the latest pip release. "
    #     'Visit the <a href="/en/master/">master branch documentation here</a>.'
    # ),
    # "master": (
    #     "<b>Got questions?</b> Join "
    #     f'<a href="{FORUM_LINK}">the Ray Community forum</a> '
    #     "for Q&A on all things Ray, as well as to share and learn use cases "
    #     "and best practices with the Ray community."
    # ),
}

versionwarning_body_selector = "#main-content"

# Add any paths that contain templates here, relative to this directory.
templates_path = ["_templates"]

# The encoding of source files.
# source_encoding = 'utf-8-sig'

# The master toctree document.
master_doc = "index"

# General information about the project.
project = "Ray"
copyright = str(datetime.now().year) + ", The Ray Team"
author = "The Ray Team"

# The version info for the project you're documenting, acts as replacement for
# |version| and |release|, also used in various other places throughout the
# built documents. Retrieve the version using `find_version` rather than importing
# directly (from ray import __version__) because initializing ray will prevent
# mocking of certain external dependencies.
from setup import find_version

release = find_version("ray", "__init__.py")

language = None

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# Also helps resolve warnings about documents not included in any toctree.
exclude_patterns = [
    "templates/*",
    "cluster/running-applications/doc/ray.*",
]

# If "DOC_LIB" is found, only build that top-level navigation item.
build_one_lib = os.getenv("DOC_LIB")

all_toc_libs = [f.path for f in os.scandir(".") if f.is_dir() and "ray-" in f.path]
all_toc_libs += [
    "cluster",
    "tune",
    "data",
    "train",
    "rllib",
    "serve",
    "workflows",
]
if build_one_lib and build_one_lib in all_toc_libs:
    all_toc_libs.remove(build_one_lib)
    exclude_patterns += all_toc_libs


# The name of the Pygments (syntax highlighting) style to use.
pygments_style = "lovelace"


# If true, `todo` and `todoList` produce output, else they produce nothing.
todo_include_todos = False

# Do not check anchors for links because it produces many false positives
# and is slow (it needs to download the linked website).
linkcheck_anchors = False

# Only check external links, i.e. the ones starting with http:// or https://.
linkcheck_ignore = [
    r"^((?!http).)*$",  # exclude links not starting with http
    "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf",  # broken
    "https://mvnrepository.com/artifact/*",  # working but somehow not with linkcheck
    # This should be fixed -- is temporal the successor of cadence? Do the examples need to be updated?
    "https://github.com/serverlessworkflow/specification/blob/main/comparisons/comparison-cadence.md",
    # TODO(richardliaw): The following probably needs to be fixed in the tune_sklearn package
    "https://scikit-optimize.github.io/stable/modules/",
    "https://www.oracle.com/java/technologies/javase-jdk15-downloads.html",  # forbidden for client
    "https://speakerdeck.com/*",  # forbidden for bots
    r"https://huggingface.co/*",  # seems to be flaky
    r"https://www.meetup.com/*",  # seems to be flaky
    r"https://www.pettingzoo.ml/*",  # seems to be flaky
    r"http://localhost[:/].*",  # Ignore localhost links
    r"^http:/$",  # Ignore incomplete links
    # 403 Client Error: Forbidden for url.
    # They ratelimit bots.
    "https://www.datanami.com/2018/02/01/rays-new-library-targets-high-speed-reinforcement-learning/",
    # 403 Client Error: Forbidden for url.
    # They ratelimit bots.
    "https://www.researchgate.net/publication/222573328_Stochastic_Gradient_Boosting",
    "https://www.datanami.com/2019/11/05/why-every-python-developer-will-love-ray/",
    "https://dev.mysql.com/doc/connector-python/en/",
    # Returning 522s intermittently.
    "https://lczero.org/",
    # Returns 429 errors in Linkcheck due to too many requests
    "https://archive.is/2022.12.16-171259/https://www.businessinsider.com/openai-chatgpt-trained-on-anyscale-ray-generative-lifelike-ai-models-2022-12",
    # Returns 406 but remains accessible
    "https://www.uber.com/blog/elastic-xgboost-ray/",
]

# -- Options for HTML output ----------------------------------------------

# The theme to use for HTML and HTML Help pages.  See the documentation for
# a list of builtin themes.
html_theme = "sphinx_book_theme"

# Theme options are theme-specific and customize the look and feel of a theme
# further.  For a list of options available for each theme, see the
# documentation.
html_theme_options = {
    "repository_url": "https://github.com/ray-project/ray",
    "use_repository_button": True,
    "use_issues_button": True,
    "use_edit_page_button": True,
    "path_to_docs": "doc/source",
    "home_page_in_toc": True,
    "show_navbar_depth": 1,
    "announcement": "<div class='topnav'></div>",
}

# Add any paths that contain custom themes here, relative to this directory.
# html_theme_path = []

# The name for this set of Sphinx documents.  If None, it defaults to
# "<project> v<release> documentation".
html_title = f"Ray {release}"

autodoc_typehints_format = "short"

# A shorter title for the navigation bar.  Default is the same as html_title.
# html_short_title = None

# The name of an image file (within the static path) to use as favicon of the
# docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
# pixels large.
html_favicon = "_static/favicon.ico"

# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ["_static"]


# Output file base name for HTML help builder.
htmlhelp_basename = "Raydoc"

# -- Options for LaTeX output ---------------------------------------------

latex_elements = {
    # The paper size ('letterpaper' or 'a4paper').
    # 'papersize': 'letterpaper',
    # The font size ('10pt', '11pt' or '12pt').
    # 'pointsize': '10pt',
    # Additional stuff for the LaTeX preamble.
    # 'preamble': '',
    # Latex figure (float) alignment
    # 'figure_align': 'htbp',
}

latex_documents = [
    (master_doc, "Ray.tex", "Ray Documentation", author, "manual"),
]

# -- Options for manual page output ---------------------------------------

man_pages = [(master_doc, "ray", "Ray Documentation", [author], 1)]

# -- Options for Texinfo output -------------------------------------------
texinfo_documents = [
    (
        master_doc,
        "Ray",
        "Ray Documentation",
        author,
        "Ray",
        "Ray provides a simple, universal API for building distributed applications.",
        "Miscellaneous",
    ),
]

# Python methods should be presented in source code order
autodoc_member_order = "bysource"

# Better typehint formatting (see custom.css)
autodoc_typehints = "signature"


def filter_out_undoc_class_members(member_name, class_name, module_name):
    module = import_module(module_name)
    cls = getattr(module, class_name)
    if getattr(cls, member_name).__doc__:
        return f"~{class_name}.{member_name}"
    else:
        return ""


FILTERS["filter_out_undoc_class_members"] = filter_out_undoc_class_members

# Add a render priority for doctest
nb_render_priority = {
    "doctest": (),
    "html": (
        "application/vnd.jupyter.widget-view+json",
        "application/javascript",
        "text/html",
        "image/svg+xml",
        "image/png",
        "image/jpeg",
        "text/markdown",
        "text/latex",
        "text/plain",
    ),
}


def setup(app):
    # NOTE: 'MOCK' is a custom option we introduced to illustrate mock outputs. Since
    # `doctest` doesn't support this flag by default, `sphinx.ext.doctest` raises
    # warnings when we build the documentation.
    import doctest

    doctest.register_optionflag("MOCK")

    app.connect("html-page-context", update_context)

    # Custom CSS
    app.add_css_file("css/custom.css", priority=800)
    app.add_css_file(
        "https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.css"
    )
    # https://github.com/ines/termynal
    app.add_css_file("css/termynal.css")

    # Custom JS
    app.add_js_file(
        "https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.js",
        defer="defer",
    )
    app.add_js_file("js/docsearch.js", defer="defer")
    app.add_js_file("js/csat.js", defer="defer")

    # https://github.com/ines/termynal
    app.add_js_file("js/termynal.js", defer="defer")
    app.add_js_file("js/custom.js", defer="defer")
    app.add_js_file("js/assistant.js", defer="defer")

    app.add_js_file("js/top-navigation.js", defer="defer")

    base_path = Path(__file__).parent
    github_docs = DownloadAndPreprocessEcosystemDocs(base_path)
    # Download docs from ecosystem library repos
    app.connect("builder-inited", github_docs.write_new_docs)
    # Restore original file content after build
    app.connect("build-finished", github_docs.write_original_docs)

    # Hook into the logger used by linkcheck to display a summary at the end.
    linkcheck_summarizer = LinkcheckSummarizer()
    app.connect("builder-inited", linkcheck_summarizer.add_handler_to_linkcheck)
    app.connect("build-finished", linkcheck_summarizer.summarize)

    # Create galleries on the fly
    app.connect("builder-inited", build_gallery)

    # tag filtering system
    app.add_js_file("js/tags.js")


redoc = [
    {
        "name": "Ray Jobs API",
        "page": "cluster/running-applications/job-submission/api",
        "spec": "cluster/running-applications/job-submission/openapi.yml",
        "embed": True,
    },
]

redoc_uri = "https://cdn.redoc.ly/redoc/latest/bundles/redoc.standalone.js"

autosummary_filename_map = {
    "ray.serve.deployment": "ray.serve.deployment_decorator",
    "ray.serve.Deployment": "ray.serve.Deployment",
}

# Mock out external dependencies here.
autodoc_mock_imports = [
    "aiohttp",
    "composer",
    "dask",
    "datasets",
    "fastapi",
    "fsspec",
    "grpc",
    "gymnasium",
    "horovod",
    "huggingface",
    "joblib",
    "lightgbm",
    "lightgbm_ray",
    "nevergrad",
    "numpy",
    "pandas",
    "pyarrow",
    "pytorch_lightning",
    "scipy",
    "setproctitle",
    "skimage",
    "sklearn",
    "skopt",
    "starlette",
    "tensorflow",
    "torch",
    "torchvision",
    "transformers",
    "tree",
    "uvicorn",
    "wandb",
    "watchfiles",
    "xgboost",
    "xgboost_ray",
    # Internal compiled modules
    "ray._raylet",
    "ray.core.generated",
    "ray.serve.generated",
]


for mock_target in autodoc_mock_imports:
    assert mock_target not in sys.modules, (
        f"Problematic mock target ({mock_target}) found; "
        "autodoc_mock_imports cannot mock modules that have already"
        "been loaded into sys.modules when the sphinx build starts."
    )

from sphinx.ext import autodoc


class MockedClassDocumenter(autodoc.ClassDocumenter):
    def add_line(self, line: str, source: str, *lineno: int) -> None:
        if line == "   Bases: :py:class:`object`":
            return
        super().add_line(line, source, *lineno)


autodoc.ClassDocumenter = MockedClassDocumenter

# Other sphinx docs can be linked to if the appropriate URL to the docs
# is specified in the `intersphinx_mapping` - for example, types annotations
# that are defined in dependencies can link to their respective documentation.
intersphinx_mapping = {
    "aiohttp": ("https://docs.aiohttp.org/en/stable/", None),
    "composer": ("https://docs.mosaicml.com/en/latest/", None),
    "dask": ("https://docs.dask.org/en/stable/", None),
    "datasets": ("https://huggingface.co/docs/datasets/main/en/", None),
    "distributed": ("https://distributed.dask.org/en/stable/", None),
    "grpc": ("https://grpc.github.io/grpc/python/", None),
    "gymnasium": ("https://gymnasium.farama.org/", None),
    "horovod": ("https://horovod.readthedocs.io/en/stable/", None),
    "lightgbm": ("https://lightgbm.readthedocs.io/en/latest/", None),
    "mars": ("https://mars-project.readthedocs.io/en/latest/", None),
    "modin": ("https://modin.readthedocs.io/en/stable/", None),
    "nevergrad": ("https://facebookresearch.github.io/nevergrad/", None),
    "numpy": ("https://numpy.org/doc/stable/", None),
    "pandas": ("https://pandas.pydata.org/pandas-docs/stable/", None),
    "pyarrow": ("https://arrow.apache.org/docs", None),
    "pymongoarrow": ("https://mongo-arrow.readthedocs.io/en/latest/", None),
    "pyspark": ("https://spark.apache.org/docs/latest/api/python/", None),
    "python": ("https://docs.python.org/3", None),
    "pytorch_lightning": ("https://lightning.ai/docs/pytorch/stable/", None),
    "scipy": ("https://docs.scipy.org/doc/scipy/", None),
    "sklearn": ("https://scikit-learn.org/stable/", None),
    "skopt": ("https://scikit-optimize.github.io/stable/", None),
    "tensorflow": (
        "https://www.tensorflow.org/api_docs/python",
        "https://raw.githubusercontent.com/GPflow/tensorflow-intersphinx/master/tf2_py_objects.inv",
    ),
    "torch": ("https://pytorch.org/docs/stable/", None),
    "torchvision": ("https://pytorch.org/vision/stable/", None),
    "transformers": ("https://huggingface.co/docs/transformers/main/en/", None),
}

# Ray must not be imported in conf.py because third party modules initialized by
# `import ray` will no be mocked out correctly. Perform a check here to ensure
# ray is not imported by future maintainers.
assert (
    "ray" not in sys.modules
), "If ray is already imported, we will not render documentation correctly!"

[rtd-command-info] start-time: 2026-04-30T05:10:21.824772Z, end-time: 2026-04-30T05:10:22.058501Z, duration: 0, exit-code: 1
python -m sphinx -T -W --keep-going -j auto -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Traceback (most recent call last):
  File "/home/docs/.asdf/installs/python/3.10.19/lib/python3.10/runpy.py", line 196, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "/home/docs/.asdf/installs/python/3.10.19/lib/python3.10/runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages/sphinx/__main__.py", line 13, in <module>
    from sphinx.cmd.build import main
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages/sphinx/cmd/build.py", line 25, in <module>
    from sphinx.application import Sphinx
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages/sphinx/application.py", line 43, in <module>
    from sphinx.registry import SphinxComponentRegistry
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63032/lib/python3.10/site-packages/sphinx/registry.py", line 24, in <module>
    from pkg_resources import iter_entry_points
ModuleNotFoundError: No module named 'pkg_resources'