Read the Docs build information
Build id: 3866778
Project: anyscale-ray
Version: releases-2.54.1
Commit: 2a4e0e4190e98048635ccb5298f386b82e5c7c64
Date: 2026-03-25T23:36:37.443684Z
State: finished
Success: True


[rtd-command-info] start-time: 2026-03-25T23:36:38.248456Z, end-time: 2026-03-25T23:36:49.855685Z, duration: 11, exit-code: 0
git clone --depth 1 https://github.com/ray-project/ray.git .
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[rtd-command-info] start-time: 2026-03-25T23:36:49.940909Z, end-time: 2026-03-25T23:36:52.567701Z, duration: 2, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 refs/heads/releases/2.54.1:refs/remotes/origin/releases/2.54.1
From https://github.com/ray-project/ray
 * [new branch]      releases/2.54.1 -> origin/releases/2.54.1
 * [new tag]         ray-2.54.0      -> ray-2.54.0

[rtd-command-info] start-time: 2026-03-25T23:36:53.358537Z, end-time: 2026-03-25T23:36:54.305905Z, duration: 0, exit-code: 0
git checkout --force origin/releases/2.54.1
Note: switching to 'origin/releases/2.54.1'.

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 2a4e0e4 [docker] Update latest Docker dependencies for 2.54.1 release (#62064)

[rtd-command-info] start-time: 2026-03-25T23:36:54.395600Z, end-time: 2026-03-25T23:36:54.433600Z, 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-24.04
  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.lock.txt

[rtd-command-info] start-time: 2026-03-25T23:36:58.316314Z, end-time: 2026-03-25T23:36:58.367231Z, duration: 0, exit-code: 0
asdf global python 3.10.17


[rtd-command-info] start-time: 2026-03-25T23:36:58.701867Z, end-time: 2026-03-25T23:36:59.295048Z, duration: 0, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.10.17.final.0-64 in 289ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/releases-2.54.1, 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: 2026-03-25T23:36:59.377436Z, end-time: 2026-03-25T23:37:02.853978Z, duration: 3, 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/releases-2.54.1/lib/python3.10/site-packages (23.1)
Collecting pip
  Downloading pip-26.0.1-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/releases-2.54.1/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-26.0.1 setuptools-82.0.1

[rtd-command-info] start-time: 2026-03-25T23:37:02.951177Z, end-time: 2026-03-25T23:37:06.827167Z, duration: 3, exit-code: 0
python -m pip install --upgrade --no-cache-dir sphinx
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Collecting Jinja2>=3.1 (from sphinx)
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Collecting Pygments>=2.17 (from 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-3.4.6-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 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 docutils-0.21.2-py3-none-any.whl (587 kB)
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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-26.0-py3-none-any.whl (74 kB)
Downloading pygments-2.19.2-py3-none-any.whl (1.2 MB)
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Downloading requests-2.33.0-py3-none-any.whl (65 kB)
Downloading charset_normalizer-3.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (207 kB)
Downloading idna-3.11-py3-none-any.whl (71 kB)
Downloading urllib3-2.6.3-py3-none-any.whl (131 kB)
Downloading certifi-2026.2.25-py3-none-any.whl (153 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-2.19.2 alabaster-1.0.0 babel-2.18.0 certifi-2026.2.25 charset_normalizer-3.4.6 docutils-0.21.2 idna-3.11 imagesize-2.0.0 packaging-26.0 requests-2.33.0 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: 2026-03-25T23:37:06.916316Z, end-time: 2026-03-25T23:37:26.871645Z, duration: 19, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.lock.txt
Collecting accessible-pygments==0.0.5 (from -r doc/requirements-doc.lock.txt (line 3))
  Downloading accessible_pygments-0.0.5-py3-none-any.whl (1.4 MB)
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Collecting alabaster==0.7.16 (from -r doc/requirements-doc.lock.txt (line 7))
  Downloading alabaster-0.7.16-py3-none-any.whl (13 kB)
Collecting annotated-types==0.7.0 (from -r doc/requirements-doc.lock.txt (line 11))
  Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)
Collecting anyio==4.11.0 (from -r doc/requirements-doc.lock.txt (line 15))
  Downloading anyio-4.11.0-py3-none-any.whl (109 kB)
Collecting appnope==0.1.4 (from -r doc/requirements-doc.lock.txt (line 21))
  Downloading appnope-0.1.4-py2.py3-none-any.whl (4.3 kB)
Collecting asttokens==3.0.0 (from -r doc/requirements-doc.lock.txt (line 25))
  Downloading asttokens-3.0.0-py3-none-any.whl (26 kB)
Collecting attrs==25.4.0 (from -r doc/requirements-doc.lock.txt (line 29))
  Downloading attrs-25.4.0-py3-none-any.whl (67 kB)
Collecting autodoc-pydantic==2.2.0 (from -r doc/requirements-doc.lock.txt (line 36))
  Downloading autodoc_pydantic-2.2.0-py3-none-any.whl (34 kB)
Collecting babel==2.17.0 (from -r doc/requirements-doc.lock.txt (line 39))
  Downloading babel-2.17.0-py3-none-any.whl (10.2 MB)
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Collecting beautifulsoup4==4.14.2 (from -r doc/requirements-doc.lock.txt (line 45))
  Downloading beautifulsoup4-4.14.2-py3-none-any.whl (106 kB)
Collecting boto3==1.34.69 (from -r doc/requirements-doc.lock.txt (line 49))
  Downloading boto3-1.34.69-py3-none-any.whl (139 kB)
Collecting botocore==1.34.162 (from -r doc/requirements-doc.lock.txt (line 53))
  Downloading botocore-1.34.162-py3-none-any.whl (12.5 MB)
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Collecting certifi==2025.10.5 (from -r doc/requirements-doc.lock.txt (line 59))
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Collecting charset-normalizer==3.4.4 (from -r doc/requirements-doc.lock.txt (line 63))
  Downloading charset_normalizer-3.4.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (153 kB)
Collecting click==8.1.7 (from -r doc/requirements-doc.lock.txt (line 178))
  Downloading click-8.1.7-py3-none-any.whl (97 kB)
Collecting colorama==0.4.6 (from -r doc/requirements-doc.lock.txt (line 186))
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Collecting comm==0.2.3 (from -r doc/requirements-doc.lock.txt (line 190))
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Collecting debugpy==1.8.17 (from -r doc/requirements-doc.lock.txt (line 194))
  Downloading debugpy-1.8.17-cp310-cp310-manylinux_2_34_x86_64.whl (3.1 MB)
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Collecting decorator==5.2.1 (from -r doc/requirements-doc.lock.txt (line 226))
  Downloading decorator-5.2.1-py3-none-any.whl (9.2 kB)
Collecting docutils==0.20.1 (from -r doc/requirements-doc.lock.txt (line 230))
  Downloading docutils-0.20.1-py3-none-any.whl (572 kB)
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Collecting exceptiongroup==1.3.0 (from -r doc/requirements-doc.lock.txt (line 239))
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Collecting executing==2.2.1 (from -r doc/requirements-doc.lock.txt (line 245))
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Collecting fastjsonschema==2.21.2 (from -r doc/requirements-doc.lock.txt (line 249))
  Downloading fastjsonschema-2.21.2-py3-none-any.whl (24 kB)
Collecting greenlet==3.2.4 (from -r doc/requirements-doc.lock.txt (line 253))
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Collecting sphinx-remove-toctrees==0.0.3 (from -r doc/requirements-doc.lock.txt (line 1129))
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Collecting sphinx-sitemap==2.5.1 (from -r doc/requirements-doc.lock.txt (line 1133))
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Requirement already satisfied: sphinxcontrib-jsmath==1.0.1 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/releases-2.54.1/lib/python3.10/site-packages (from -r doc/requirements-doc.lock.txt (line 1149)) (1.0.1)
Requirement already satisfied: sphinxcontrib-qthelp==2.0.0 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/releases-2.54.1/lib/python3.10/site-packages (from -r doc/requirements-doc.lock.txt (line 1153)) (2.0.0)
Collecting sphinxcontrib-redoc==1.6.0 (from -r doc/requirements-doc.lock.txt (line 1157))
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Requirement already satisfied: sphinxcontrib-serializinghtml==2.0.0 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/releases-2.54.1/lib/python3.10/site-packages (from -r doc/requirements-doc.lock.txt (line 1160)) (2.0.0)
Collecting sphinxemoji==0.2.0 (from -r doc/requirements-doc.lock.txt (line 1164))
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Collecting sqlalchemy==2.0.44 (from -r doc/requirements-doc.lock.txt (line 1167))
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Building wheels for collected packages: sphinx-jsonschema, sphinxcontrib-redoc, sphinxemoji
  Building wheel for sphinx-jsonschema (pyproject.toml): started
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  Created wheel for sphinx-jsonschema: filename=sphinx_jsonschema-1.19.1-py3-none-any.whl size=15469 sha256=a9fe7d8d228b5273c132f94371d35660e8c9ed4aee94d0bf108b45814b6448d9
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  Stored in directory: /tmp/pip-ephem-wheel-cache-38jhfb8_/wheels/c3/f3/09/ca56bcb5e735dbf9d7ccfcbfa66480b60179becfe44e425e7b
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  Created wheel for sphinxemoji: filename=sphinxemoji-0.2.0-py3-none-any.whl size=44457 sha256=c1b7da1477ce87f8ba739f7e076a2ef3fd95399acf60b65edbdc0291a12bae5e
  Stored in directory: /tmp/pip-ephem-wheel-cache-38jhfb8_/wheels/64/a4/96/10ec59245ae6f2b45d4509261572f3d6a0db4a7c00d7a6d4c6
Successfully built sphinx-jsonschema sphinxcontrib-redoc sphinxemoji
Installing collected packages: pure-eval, ptyprocess, fastjsonschema, zipp, websockets, wcwidth, urllib3, typing-extensions, traitlets, tornado, tomli, toml, tabulate, soupsieve, sniffio, six, setuptools, rpds-py, pyzmq, pyyaml, python-dotenv, pygments, psutil, platformdirs, pexpect, parso, packaging, nest-asyncio, mdurl, jsonpointer, jmespath, imagesize, h11, greenlet, executing, docutils, decorator, debugpy, comm, colorama, click, charset-normalizer, certifi, babel, attrs, asttokens, appnope, annotated-types, alabaster, uvicorn, stack-data, sqlalchemy, requests, referencing, python-dateutil, pydantic-core, prompt-toolkit, matplotlib-inline, markdown-it-py, jupyter-core, jedi, importlib-metadata, exceptiongroup, beautifulsoup4, accessible-pygments, sphinx-jsonschema, sphinx, pydantic, mdit-py-plugins, jupyter-client, jsonschema-specifications, ipython, botocore, anyio, watchfiles, starlette, sphinxemoji, sphinx-sitemap, sphinx-remove-toctrees, sphinx-docsearch, sphinx-design, sphinx-copybutton, sphinx-click, s3transfer, pydata-sphinx-theme, pydantic-settings, myst-parser, jsonschema, ipykernel, sphinxcontrib-redoc, sphinx-autobuild, nbformat, boto3, autodoc-pydantic, nbclient, jupytext, jupyter-cache, myst-nb
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Successfully installed accessible-pygments-0.0.5 alabaster-0.7.16 annotated-types-0.7.0 anyio-4.11.0 appnope-0.1.4 asttokens-3.0.0 attrs-25.4.0 autodoc-pydantic-2.2.0 babel-2.17.0 beautifulsoup4-4.14.2 boto3-1.34.69 botocore-1.34.162 certifi-2025.10.5 charset-normalizer-3.4.4 click-8.1.7 colorama-0.4.6 comm-0.2.3 debugpy-1.8.17 decorator-5.2.1 docutils-0.20.1 exceptiongroup-1.3.0 executing-2.2.1 fastjsonschema-2.21.2 greenlet-3.2.4 h11-0.16.0 imagesize-1.4.1 importlib-metadata-8.7.0 ipykernel-7.0.1 ipython-8.37.0 jedi-0.19.2 jmespath-1.0.1 jsonpointer-3.0.0 jsonschema-4.25.1 jsonschema-specifications-2025.9.1 jupyter-cache-0.6.1 jupyter-client-8.6.3 jupyter-core-5.9.1 jupytext-1.15.2 markdown-it-py-3.0.0 matplotlib-inline-0.1.7 mdit-py-plugins-0.5.0 mdurl-0.1.2 myst-nb-1.0.0rc0 myst-parser-2.0.0 nbclient-0.7.4 nbformat-5.10.4 nest-asyncio-1.6.0 packaging-25.0 parso-0.8.5 pexpect-4.9.0 platformdirs-4.5.0 prompt-toolkit-3.0.52 psutil-7.1.0 ptyprocess-0.7.0 pure-eval-0.2.3 pydantic-2.5.0 pydantic-core-2.14.1 pydantic-settings-2.2.1 pydata-sphinx-theme-0.14.1 pygments-2.16.1 python-dateutil-2.9.0.post0 python-dotenv-1.1.1 pyyaml-6.0.3 pyzmq-27.1.0 referencing-0.37.0 requests-2.32.5 rpds-py-0.27.1 s3transfer-0.10.4 setuptools-80.9.0 six-1.17.0 sniffio-1.3.1 soupsieve-2.8 sphinx-7.3.7 sphinx-autobuild-2024.4.16 sphinx-click-5.1.0 sphinx-copybutton-0.5.2 sphinx-design-0.5.0 sphinx-docsearch-0.0.7 sphinx-jsonschema-1.19.1 sphinx-remove-toctrees-0.0.3 sphinx-sitemap-2.5.1 sphinxcontrib-redoc-1.6.0 sphinxemoji-0.2.0 sqlalchemy-2.0.44 stack-data-0.6.3 starlette-0.48.0 tabulate-0.9.0 toml-0.10.2 tomli-2.3.0 tornado-6.5.2 traitlets-5.14.3 typing-extensions-4.15.0 urllib3-1.26.20 uvicorn-0.37.0 watchfiles-1.1.1 wcwidth-0.2.14 websockets-15.0.1 zipp-3.23.0

[rtd-command-info] start-time: 2026-03-25T23:37:27.120563Z, end-time: 2026-03-25T23:37:27.154982Z, duration: 0, exit-code: 0
cat doc/source/conf.py
import logging
import os
import pathlib
import sys
from datetime import datetime
from dataclasses import is_dataclass
from importlib import import_module
from typing import Any, Dict

import sphinx
from docutils import nodes
from jinja2.filters import FILTERS
from sphinx.ext import autodoc
from sphinx.ext.autosummary import generate
from sphinx.util.inspect import safe_getattr

DEFAULT_API_GROUP = "Others"

logger = logging.getLogger(__name__)

sys.path.insert(0, os.path.abspath("."))
from custom_directives import (  # noqa
    DownloadAndPreprocessEcosystemDocs,
    update_context,
    LinkcheckSummarizer,
    parse_navbar_config,
    setup_context,
    pregenerate_example_rsts,
    generate_versions_json,
    collect_example_orphans,
)

# 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.
assert not os.path.exists(
    "../../python/ray/_raylet.so"
), "_raylet.so should not be imported for the purpose for doc build, please rename the file to _raylet.so.bak and try again."
sys.path.insert(0, os.path.abspath("../../python/"))

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

# This setting controls how single backticks are handled by sphinx. Developers
# are used to using single backticks for code, but RST syntax requires that code
# code to be denoted with _double_ backticks.
# Here we make sphinx treat single backticks as code also, because everyone is
# used to using single backticks as is done with markdown; without this setting,
# lots of documentation ends up getting committed with single backticks anyway,
# so we might as well make it work as developers intend for it to.
default_role = "code"

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",
    "sphinx_sitemap",
    "myst_nb",
    "sphinx.ext.doctest",
    "sphinx.ext.coverage",
    "sphinx.ext.autosummary",
    "sphinxcontrib.autodoc_pydantic",
    "sphinxcontrib.redoc",
    "sphinx_remove_toctrees",
    "sphinx_design",
    "sphinx.ext.intersphinx",
    "sphinx_docsearch",
]

# Configuration for algolia
# Note: This API key grants read access to our indexes and is intended to be public.
# See https://www.algolia.com/doc/guides/security/api-keys/ for more information.
docsearch_app_id = "LBHF0PABBL"
docsearch_api_key = "6c42f30d9669d8e42f6fc92f44028596"
docsearch_index_name = "docs-ray"

remove_from_toctrees = [
    "cluster/running-applications/job-submission/doc/*",
    "ray-observability/reference/doc/*",
    "ray-core/api/doc/*",
    "data/api/doc/*",
    "train/api/doc/*",
    "tune/api/doc/*",
    "serve/api/doc/*",
    "rllib/package_ref/algorithm/*",
    "rllib/package_ref/policy/*",
    "rllib/package_ref/models/*",
    "rllib/package_ref/catalogs/*",
    "rllib/package_ref/rl_modules/*",
    "rllib/package_ref/learner/*",
    "rllib/package_ref/evaluation/*",
    "rllib/package_ref/replay-buffers/*",
    "rllib/package_ref/utils/*",
]

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

myst_heading_anchors = 3

# Add these for attachment handling
nb_render_key_pairs = {
    "html": [
        ("img", ["src", "alt"]),
    ]
}

nb_output_folder = "_build/jupyter_execute"

# Make broken internal references into build time errors.
# See https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-nitpicky
# for more information. :py:class: references are ignored due to false positives
# arising from type annotations. See https://github.com/ray-project/ray/pull/46103
# for additional context.
nitpicky = True
nitpick_ignore_regex = [
    ("py:obj", "ray.actor.T"),
    ("py:obj", "ray.data.aggregate.AccumulatorType"),
    ("py:obj", "ray.data.aggregate.SupportsRichComparisonType"),
    ("py:obj", "ray.data.aggregate.AggOutputType"),
    ("py:class", ".*"),
    # Workaround for https://github.com/sphinx-doc/sphinx/issues/10974
    ("py:obj", "ray\\.data\\.datasource\\.datasink\\.WriteReturnType"),
    # UnknownPreprocessorError is an internal exception not exported in public API
    ("py:exc", "UnknownPreprocessorError"),
    ("py:exc", "ray\\.data\\.preprocessors\\.version_support\\.UnknownPreprocessorError"),
]

# 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".
nb_execution_mode = os.getenv("RUN_NOTEBOOKS", "off")

# Add a render priority for doctest
nb_mime_priority_overrides = [
    ("html", "application/vnd.jupyter.widget-view+json", 10),
    ("html", "application/javascript", 20),
    ("html", "text/html", 30),
    ("html", "image/svg+xml", 40),
    ("html", "image/png", 50),
    ("html", "image/jpeg", 60),
    ("html", "text/markdown", 70),
    ("html", "text/latex", 80),
    ("html", "text/plain", 90),
]

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

# Ignore divs with class="no-copybutton"
copybutton_selector = "div:not(.no-copybutton) > div.highlight > pre"

# 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  # noqa

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

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

# 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|, and is 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  # noqa

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

language = "en"

# autogen files are only used to auto-generate public API documentation.
# They are not included in the toctree to avoid warnings such as documents not included
# in any toctree.
autogen_files = [
    "data/api/_autogen.rst",
]

# 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.*",
    "data/api/ray.data.*.rst",
    # Hide README.md used for display on the console (anyscale templates)
    "serve/tutorials/**/content/**README.md",
    "data/examples/**/content/**README.md",
    "ray-overview/examples/**/content/**README.md",
    "ray-core/examples/**/content/**README.md",
    "train/examples/**/content/**README.md",
    "tune/examples/**/content/**README.md",
    # Other misc files (overviews, console-only examples, etc)
    "ray-overview/examples/llamafactory-llm-fine-tune/README.ipynb",
    "ray-overview/examples/llamafactory-llm-fine-tune/**/*.ipynb",
    "train/tutorials/content/**/README.md",
    "serve/tutorials/video-analysis/*.ipynb",
    # Legacy/backward compatibility
    "ray-overview/examples/**/README.md",
    "train/examples/**/README.md",
    "serve/tutorials/deployment-serve-llm/README.*",
    "serve/tutorials/deployment-serve-llm/**.ipynb",
] + autogen_files

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

all_toc_libs = [
    f.path.strip("./") for f in os.scandir(".") if f.is_dir() and "ray-" in f.path
]
all_toc_libs += [
    "cluster",
    "tune",
    "data",
    "train",
    "rllib",
    "serve",
    "llm",
    "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


# 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

if os.environ.get("LINKCHECK_ALL"):
    # Only check external links, i.e. the ones starting with http:// or https://.
    linkcheck_ignore = [
        r"^((?!http).)*$",  # exclude links not starting with http
        "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf",  # broken
        "https://mvnrepository.com/artifact/*",  # working but somehow not with linkcheck
        # This should be fixed -- is temporal the successor of cadence? Do the examples need to be updated?
        "https://github.com/serverlessworkflow/specification/blob/main/comparisons/comparison-cadence.md",
        "https://www.oracle.com/java/technologies/javase-jdk15-downloads.html",  # forbidden for client
        "https://speakerdeck.com/*",  # forbidden for bots
        r"https://huggingface.co/*",  # seems to be flaky
        r"https://www.meetup.com/*",  # seems to be flaky
        r"https://www.pettingzoo.ml/*",  # seems to be flaky
        r"http://localhost[:/].*",  # Ignore localhost links
        r"^http:/$",  # 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 406 but remains accessible
        "https://www.uber.com/blog/elastic-xgboost-ray/",
        # Aggressive anti-bot checks
        "https://archive.vn/*",
        "https://archive.is/*",
        # 429: Rate limited
        "https://medium.com/*",
        "https://towardsdatascience.com/*",
    ]
else:
    # Only check links that point to the ray-project org on github, since those
    # links are under our control and therefore much more likely to be real
    # issues that we need to fix if they are broken.
    linkcheck_ignore = [
        r"^(?!https://(raw\.githubusercontent|github)\.com/ray-project/).*$"
    ]


# -- Options for HTML output ----------------------------------------------
def render_svg_logo(path):
    with open(pathlib.Path(__file__).parent / path, "r") as f:
        content = f.read()

    return content


# The theme to use for HTML and HTML Help pages.  See the documentation for
# a list of builtin themes.
html_theme = "pydata_sphinx_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 = {
    "use_edit_page_button": True,
    "announcement": """Try Ray with $100 credit — <a target="_blank" href="https://console.anyscale.com/register/ha?render_flow=ray&utm_source=ray_docs&utm_medium=docs&utm_campaign=banner">Start now</a><button type="button" id="close-banner" aria-label="Close banner">&times;</button>""",
    "logo": {
        "svg": render_svg_logo("_static/img/ray_logo.svg"),
    },
    "navbar_start": ["navbar-ray-logo"],
    "navbar_end": [
        "theme-switcher",
        "version-switcher",
        "navbar-icon-links",
        "navbar-anyscale",
    ],
    "navbar_center": ["navbar-links"],
    "navbar_align": "left",
    "secondary_sidebar_items": [
        "page-toc",
        "edit-on-github",
    ],
    "content_footer_items": [
        "csat",
    ],
    "navigation_depth": 4,
    "pygment_light_style": "stata-dark",
    "pygment_dark_style": "stata-dark",
    "switcher": {
        "json_url": "https://docs.ray.io/en/master/_static/versions.json",
        "version_match": os.getenv("READTHEDOCS_VERSION", "master"),
    },
}

html_context = {
    "github_user": "ray-project",
    "github_repo": "ray",
    "github_version": "master",
    "doc_path": "doc/source/",
}

html_sidebars = {
    "**": [
        (
            "main-sidebar-readthedocs"
            if os.getenv("READTHEDOCS") == "True"
            else "main-sidebar"
        )
    ],
    "ray-overview/examples": [],
}

# 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"

# 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 ""


def has_public_constructor(class_name, module_name):
    cls = getattr(import_module(module_name), class_name)
    return _is_public_api(cls)


def get_api_groups(method_names, class_name, module_name):
    api_groups = set()
    cls = getattr(import_module(module_name), class_name)
    for method_name in method_names:
        method = getattr(cls, method_name)
        if _is_public_api(method):
            api_groups.add(
                safe_getattr(method, "_annotated_api_group", DEFAULT_API_GROUP)
            )

    return sorted(api_groups)


def select_api_group(method_names, class_name, module_name, api_group):
    cls = getattr(import_module(module_name), class_name)
    return [
        method_name
        for method_name in method_names
        if _is_public_api(getattr(cls, method_name))
        and _is_api_group(getattr(cls, method_name), api_group)
    ]


def _is_public_api(obj):
    api_type = safe_getattr(obj, "_annotated_type", None)
    if not api_type:
        return False
    return api_type.value == "PublicAPI"


def _is_api_group(obj, group):
    return safe_getattr(obj, "_annotated_api_group", DEFAULT_API_GROUP) == group


FILTERS["filter_out_undoc_class_members"] = filter_out_undoc_class_members
FILTERS["get_api_groups"] = get_api_groups
FILTERS["select_api_group"] = select_api_group
FILTERS["has_public_constructor"] = has_public_constructor


def add_custom_assets(
    app: sphinx.application.Sphinx,
    pagename: str,
    templatename: str,
    context: Dict[str, Any],
    doctree: nodes.Node,
):
    """Add custom per-page assets.

    See documentation on Sphinx Core Events for more information:
    https://www.sphinx-doc.org/en/master/extdev/appapi.html#sphinx-core-events
    """
    if pagename == "index":
        app.add_css_file("css/index.css")
        app.add_js_file("js/index.js")
        return "index.html"  # Use the special index.html template for this page

    if pagename == "ray-overview/examples":
        app.add_css_file("css/examples.css")
        app.add_js_file("js/examples.js")
        return "ray-overview/examples.html"

    if pagename in [
        "data/examples",
        "train/examples",
        "serve/examples",
    ]:
        return "examples.html"

    if pagename == "train/train":
        app.add_css_file("css/ray-train.css")
    elif pagename == "ray-overview/ray-libraries":
        app.add_css_file("css/ray-libraries.css")
    elif pagename == "ray-overview/use-cases":
        app.add_css_file("css/use_cases.css")


def _autogen_apis(app: sphinx.application.Sphinx):
    """
    Auto-generate public API documentation.
    """
    generate.generate_autosummary_docs(
        [os.path.join(app.srcdir, file) for file in autogen_files],
        app=app,
    )


def process_signature(app, what, name, obj, options, signature, return_annotation):
    # Sphinx is unable to render dataclass with factory/`field`
    # https://github.com/sphinx-doc/sphinx/issues/10893
    if what == "class" and is_dataclass(obj):
        return signature.replace("<factory>", "..."), return_annotation


def setup(app):
    # Only generate versions JSON during RTD build
    if os.getenv("READTHEDOCS") == "True":
        generate_versions_json()

    pregenerate_example_rsts(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)

    app.add_config_value("navbar_content_path", "navbar.yml", "env")
    app.connect("config-inited", parse_navbar_config)
    app.connect("html-page-context", setup_context)
    app.connect("html-page-context", add_custom_assets)

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

    app.add_js_file("js/custom.js", defer="defer")
    app.add_css_file("css/custom.css", priority=800)

    app.add_js_file("js/csat.js", defer="defer")
    app.add_css_file("css/csat.css")

    app.add_js_file("js/dismissable-banner.js", defer="defer")
    app.add_css_file("css/dismissable-banner.css")

    base_path = pathlib.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)

    # Hook into the auto generation of public apis
    app.connect("builder-inited", _autogen_apis)

    app.connect("autodoc-process-signature", process_signature)

    class DuplicateObjectFilter(logging.Filter):
        def filter(self, record):
            # Intentionally allow duplicate object description of ray.actor.ActorMethod.bind:
            # once in Ray Core API and once in Compiled Graph API
            if (
                "duplicate object description of ray.actor.ActorMethod.bind"
                in record.getMessage()
            ):
                return False  # Don't log this specific warning
            return True  # Log all other warnings

    logging.getLogger("sphinx").addFilter(DuplicateObjectFilter())
    
    # Register hook to mark orphan documents
    example_orphan_documents = collect_example_orphans(app.confdir, app.srcdir)
    def mark_orphans(app, docname, _source):
        if docname in example_orphan_documents:
            app.env.metadata.setdefault(docname, {})
            app.env.metadata[docname]["orphan"] = True

    app.connect('source-read', mark_orphans)


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",
    "async_timeout",
    "backoff",
    "cachetools",
    "composer",
    "cupy",
    "dask",
    "datasets",
    "fastapi",
    "filelock",
    "fsspec",
    "google",
    "grpc",
    "gymnasium",
    "horovod",
    "huggingface",
    "httpx",
    "joblib",
    "lightgbm",
    "lightgbm_ray",
    "mlflow",
    "nevergrad",
    "numpy",
    "pandas",
    "pyarrow",
    "pyarrow.compute",
    "pytorch_lightning",
    "scipy",
    "setproctitle",
    "skimage",
    "sklearn",
    "starlette",
    "tensorflow",
    "torch",
    "torchvision",
    "transformers",
    "tree",
    "typer",
    "uvicorn",
    "wandb",
    "watchfiles",
    "openai",
    "xgboost",
    "xgboost_ray",
    "psutil",
    "colorama",
    "grpc",
    "vllm",
    # Internal compiled modules
    "ray._raylet",
    "ray.core.generated",
    "ray.serve.generated",
]

for mock_target in autodoc_mock_imports:
    if mock_target in sys.modules:
        logger.info(
            f"Potentially 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."
        )


class MockedClassDocumenter(autodoc.ClassDocumenter):
    """Remove note about base class when a class is derived from object."""

    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),
    "pydantic": ("https://docs.pydantic.dev/latest/", 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/",
        "https://github.com/ray-project/scipy/releases/download/object-mirror-0.1.0/objects.inv",
    ),
    "sklearn": ("https://scikit-learn.org/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!"

os.environ["RAY_TRAIN_V2_ENABLED"] = "1"

os.environ["RAY_DOC_BUILD"] = "1"

[rtd-command-info] start-time: 2026-03-25T23:37:27.249627Z, end-time: 2026-03-25T23:47:00.843525Z, duration: 573, exit-code: 0
python -m sphinx -T -W --keep-going -j auto -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v7.3.7
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/releases-2.54.1/lib/python3.10/site-packages/sphinxemoji/sphinxemoji.py:3: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  from pkg_resources import resource_filename
making output directory... done
DocSearch: set up... done
myst v2.0.0: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions={'html_admonition', 'deflist', 'colon_fence', 'amsmath', 'dollarmath', 'replacements', 'html_image', 'smartquotes'}, disable_syntax=[], all_links_external=False, url_schemes=('http', 'https', 'mailto', 'ftp'), ref_domains=None, fence_as_directive=set(), number_code_blocks=[], title_to_header=False, heading_anchors=3, heading_slug_func=None, html_meta={}, footnote_transition=True, words_per_minute=200, substitutions={}, linkify_fuzzy_links=True, dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area', enable_checkboxes=False, suppress_warnings=[], highlight_code_blocks=True)
myst-nb v1.0.0rc0: NbParserConfig(custom_formats={}, metadata_key='mystnb', cell_metadata_key='mystnb', kernel_rgx_aliases={}, eval_name_regex='^[a-zA-Z_][a-zA-Z0-9_]*$', execution_mode='off', execution_cache_path='', execution_excludepatterns=(), execution_timeout=30, execution_in_temp=False, execution_allow_errors=False, execution_raise_on_error=False, execution_show_tb=False, merge_streams=False, render_plugin='default', remove_code_source=False, remove_code_outputs=False, code_prompt_show='Show code cell {type}', code_prompt_hide='Hide code cell {type}', number_source_lines=False, output_stderr='show', render_text_lexer='myst-ansi', render_error_lexer='ipythontb', render_image_options={}, render_figure_options={}, render_markdown_format='commonmark', output_folder='build', append_css=True, metadata_to_fm=False)
Using jupyter-cache at: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/_readthedocs/.jupyter_cache
[autosummary] generating autosummary for: _includes/_help.rst, _includes/_latest_contribution_doc.rst, _includes/rllib/new_api_stack.rst, _includes/rllib/we_are_hiring.rst, cluster/cli.rst, cluster/configure-manage-dashboard.md, cluster/faq.rst, cluster/getting-started.rst, cluster/key-concepts.rst, cluster/kubernetes/benchmarks.md, ..., tune/tutorials/tune-metrics.rst, tune/tutorials/tune-output.rst, tune/tutorials/tune-resources.rst, tune/tutorials/tune-run.rst, tune/tutorials/tune-scalability.rst, tune/tutorials/tune-search-spaces.rst, tune/tutorials/tune-stopping.rst, tune/tutorials/tune-storage.rst, tune/tutorials/tune-trial-checkpoints.rst, tune/tutorials/tune_get_data_in_and_out.md
2026-03-25 23:37:29,481	WARNING compression.py:17 -- lz4 not available, disabling sample compression. This will significantly impact RLlib performance. To install lz4, run `pip install lz4`.
2026-03-25 23:37:33,925	WARNING distributions.py:4 -- DeprecationWarning: `ray.rllib.models.distributions.Distribution` has been deprecated. Use `ray.rllib.core.distribution.distribution.Distribution` instead. This will raise an error in the future!
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobDetails.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobStatus.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.delete_job.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_info.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_logs.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_status.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.list_jobs.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.TrialPlateauStopper.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.function_stopper.FunctionStopper.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.noop.NoopStopper.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.uniform.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.utils.diagnose_serialization.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.utils.util.validate_warmstart.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.utils.validate_save_restore.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.utils.wait_for_gpu.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.with_parameters.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.with_resources.rst
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.__init__.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.construct.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.copy.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.dict.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.id.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.json.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.node_ip_address.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.pid.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.update_forward_refs.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobDetails.__init__.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.on_trial_complete.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.on_trial_result.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.optimizer.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.restore_from_dir.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.save_to_dir.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.search.zoopt.ZOOptSearch.set_max_concurrency.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.ExperimentPlateauStopper.stop_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.Stopper.__init__.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.Stopper.stop_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/tune/api/doc/ray.tune.stopper.noop.NoopStopper.__init__.rst
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[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/releases-2.54.1/doc/source/data/api/_autogen.rst
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