Read the Docs build information
Build id: 4054526
Project: anyscale-ray
Version: 63715
Commit: 253322733596422946b6c956f611f70dd3a9bcaf
Date: 2026-05-29T01:46:31.109733Z
State: finished
Success: False


[rtd-command-info] start-time: 2026-05-29T01:46:31.777931Z, end-time: 2026-05-29T01:46:44.229072Z, 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: 2026-05-29T01:46:44.308146Z, end-time: 2026-05-29T01:46:49.348718Z, duration: 5, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 pull/63715/head:external-63715
From https://github.com/ray-project/ray
 * [new ref]           refs/pull/63715/head -> external-63715

[rtd-command-info] start-time: 2026-05-29T01:46:50.099178Z, end-time: 2026-05-29T01:46:50.818535Z, duration: 0, exit-code: 0
git checkout --force 253322733596422946b6c956f611f70dd3a9bcaf
Note: switching to '253322733596422946b6c956f611f70dd3a9bcaf'.

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 25332273 [Serve] Bump starlette to >=1.0.1 (CVE-2026-48710)

[rtd-command-info] start-time: 2026-05-29T01:46:50.899983Z, end-time: 2026-05-29T01:46:50.940577Z, 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: "3.11"

# 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: 2026-05-29T01:46:56.248109Z, end-time: 2026-05-29T01:46:56.311919Z, duration: 0, exit-code: 0
asdf global python 3.11.14


[rtd-command-info] start-time: 2026-05-29T01:46:56.662574Z, end-time: 2026-05-29T01:46:57.279659Z, duration: 0, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.11.14.final.0-64 in 370ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715, 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: 2026-05-29T01:46:57.366729Z, end-time: 2026-05-29T01:47:02.119971Z, duration: 4, 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/63715/lib/python3.11/site-packages (23.1)
Collecting pip
  Downloading pip-26.1.1-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/63715/lib/python3.11/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-26.1.1 setuptools-82.0.1

[rtd-command-info] start-time: 2026-05-29T01:47:02.202845Z, end-time: 2026-05-29T01:47:06.630925Z, 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-cp311-cp311-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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Downloading sphinx-9.0.4-py3-none-any.whl (3.9 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-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (22 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-2.34.2-py3-none-any.whl (73 kB)
Downloading charset_normalizer-3.4.7-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (214 kB)
Downloading idna-3.17-py3-none-any.whl (65 kB)
Downloading urllib3-2.7.0-py3-none-any.whl (131 kB)
Downloading certifi-2026.5.20-py3-none-any.whl (134 kB)
Downloading roman_numerals-4.1.0-py3-none-any.whl (7.7 kB)
Downloading snowballstemmer-3.1.0-py3-none-any.whl (104 kB)
Downloading sphinxcontrib_applehelp-2.0.0-py3-none-any.whl (119 kB)
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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)
Installing collected packages: urllib3, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, roman-numerals, 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-2026.5.20 charset_normalizer-3.4.7 docutils-0.22.4 idna-3.17 imagesize-2.0.0 packaging-26.2 requests-2.34.2 roman-numerals-4.1.0 snowballstemmer-3.1.0 sphinx-9.0.4 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 urllib3-2.7.0

[rtd-command-info] start-time: 2026-05-29T01:47:06.708717Z, end-time: 2026-05-29T01:47:25.266208Z, duration: 18, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.txt
Collecting Pygments==2.16.1 (from -r doc/requirements-doc.txt (line 4))
  Downloading Pygments-2.16.1-py3-none-any.whl.metadata (2.5 kB)
Collecting sphinx==7.1.2 (from -r doc/requirements-doc.txt (line 7))
  Downloading sphinx-7.1.2-py3-none-any.whl.metadata (5.8 kB)
Collecting sphinx-click==5.1.0 (from -r doc/requirements-doc.txt (line 8))
  Downloading sphinx_click-5.1.0-py3-none-any.whl.metadata (3.4 kB)
Collecting sphinx-copybutton==0.5.2 (from -r doc/requirements-doc.txt (line 9))
  Downloading sphinx_copybutton-0.5.2-py3-none-any.whl.metadata (3.2 kB)
Collecting sphinxemoji==0.2.0 (from -r doc/requirements-doc.txt (line 10))
  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==1.19.1 (from -r doc/requirements-doc.txt (line 11))
  Downloading sphinx-jsonschema-1.19.1.tar.gz (18 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-sitemap==2.5.1 (from -r doc/requirements-doc.txt (line 12))
  Downloading sphinx_sitemap-2.5.1-py3-none-any.whl.metadata (3.2 kB)
Collecting sphinxcontrib-redoc==1.6.0 (from -r doc/requirements-doc.txt (line 13))
  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-remove-toctrees==0.0.3 (from -r doc/requirements-doc.txt (line 14))
  Downloading sphinx_remove_toctrees-0.0.3-py3-none-any.whl.metadata (4.4 kB)
Collecting sphinx_design==0.5.0 (from -r doc/requirements-doc.txt (line 15))
  Downloading sphinx_design-0.5.0-py3-none-any.whl.metadata (5.1 kB)
Collecting pydata-sphinx-theme==0.14.1 (from -r doc/requirements-doc.txt (line 16))
  Downloading pydata_sphinx_theme-0.14.1-py3-none-any.whl.metadata (7.2 kB)
Collecting autodoc_pydantic==1.9.0 (from -r doc/requirements-doc.txt (line 19))
  Downloading autodoc_pydantic-1.9.0-py3-none-any.whl.metadata (18 kB)
Collecting pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,<3 (from -r doc/requirements-doc.txt (line 21))
  Downloading pydantic-2.13.4-py3-none-any.whl.metadata (109 kB)
Collecting myst-parser==2.0.0 (from -r doc/requirements-doc.txt (line 24))
  Downloading myst_parser-2.0.0-py3-none-any.whl.metadata (5.4 kB)
Collecting myst-nb==1.0.0rc0 (from -r doc/requirements-doc.txt (line 25))
  Downloading myst_nb-1.0.0rc0-py3-none-any.whl.metadata (4.7 kB)
Collecting jupytext==1.15.2 (from -r doc/requirements-doc.txt (line 28))
  Downloading jupytext-1.15.2-py3-none-any.whl.metadata (9.7 kB)
Collecting urllib3<1.27 (from -r doc/requirements-doc.txt (line 31))
  Downloading urllib3-1.26.20-py2.py3-none-any.whl.metadata (50 kB)
Requirement already satisfied: sphinxcontrib-applehelp in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (2.0.0)
Requirement already satisfied: sphinxcontrib-devhelp in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (2.0.0)
Requirement already satisfied: sphinxcontrib-jsmath in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (1.0.1)
Requirement already satisfied: sphinxcontrib-htmlhelp>=2.0.0 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (2.1.0)
Requirement already satisfied: sphinxcontrib-serializinghtml>=1.1.5 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (2.0.0)
Requirement already satisfied: sphinxcontrib-qthelp in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (2.0.0)
Requirement already satisfied: Jinja2>=3.0 in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7)) (3.1.6)
Collecting docutils<0.21,>=0.18.1 (from sphinx==7.1.2->-r doc/requirements-doc.txt (line 7))
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[rtd-command-info] start-time: 2026-05-29T01:47:25.407937Z, end-time: 2026-05-29T01:47:25.448880Z, duration: 0, exit-code: 0
cat doc/source/conf.py
from typing import Dict, Any
from datetime import datetime
from importlib import import_module
import os
import sys
from jinja2.filters import FILTERS
import sphinx
from sphinx.ext import autodoc
from docutils import nodes
import pathlib
import logging

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,
)

# 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",
    "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",
]

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

# 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"

# 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.strip("./") 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


# 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).)*$",  # exclude links not starting with http
        "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf",  # broken
        "https://mvnrepository.com/artifact/*",  # working but somehow not with linkcheck
        # This should be fixed -- is temporal the successor of cadence? Do the examples need to be updated?
        "https://github.com/serverlessworkflow/specification/blob/main/comparisons/comparison-cadence.md",
        # TODO(richardliaw): The following probably needs to be fixed in the tune_sklearn package
        "https://www.oracle.com/java/technologies/javase-jdk15-downloads.html",  # forbidden for client
        "https://speakerdeck.com/*",  # forbidden for bots
        r"https://huggingface.co/*",  # seems to be flaky
        r"https://www.meetup.com/*",  # seems to be flaky
        r"https://www.pettingzoo.ml/*",  # seems to be flaky
        r"http://localhost[:/].*",  # Ignore localhost links
        r"^http:/$",  # 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": None,
    "logo": {
        "svg": render_svg_logo("_static/img/ray_logo.svg"),
    },
    "navbar_start": ["navbar-ray-logo"],
    "navbar_end": [
        "navbar-icon-links",
        "navbar-anyscale",
    ],
    "navbar_center": ["navbar-links"],
    "navbar_align": "left",
    "navbar_persistent": [
        "search-button-field",
        "theme-switcher",
    ],
    "secondary_sidebar_items": [
        "page-toc",
        "edit-this-page",
    ],
    "content_footer_items": [
        "csat",
    ],
    "navigation_depth": 4,
    "analytics": {"google_analytics_id": "UA-110413294-1"},
    "pygment_light_style": "stata-dark",
    "pygment_dark_style": "stata-dark",
}

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

html_sidebars = {
    "**": ["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 ""


FILTERS["filter_out_undoc_class_members"] = filter_out_undoc_class_members


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 setup(app):
    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")
    app.add_css_file("css/csat.css")

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


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",
    "aiosignal",
    "composer",
    "dask",
    "datasets",
    "fastapi",
    "filelock",
    "frozenlist",
    "fsspec",
    "google",
    "grpc",
    "gymnasium",
    "horovod",
    "huggingface",
    "joblib",
    "lightgbm",
    "lightgbm_ray",
    "nevergrad",
    "numpy",
    "pandas",
    "pyarrow",
    "pytorch_lightning",
    "scipy",
    "setproctitle",
    "skimage",
    "sklearn",
    "starlette",
    "tensorflow",
    "torch",
    "torchvision",
    "transformers",
    "tree",
    "typer",
    "uvicorn",
    "wandb",
    "watchfiles",
    "xgboost",
    "xgboost_ray",
    "psutil",
    "colorama",
    "grpc",
    # 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/", None),
    "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!"

[rtd-command-info] start-time: 2026-05-29T01:47:25.529555Z, end-time: 2026-05-29T01:47:26.058722Z, duration: 0, exit-code: 2
python -m sphinx -T -W --keep-going -j auto -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v7.1.2

Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinx/registry.py", line 441, in load_extension
    mod = import_module(extname)
          ^^^^^^^^^^^^^^^^^^^^^^
  File "/home/docs/.asdf/installs/python/3.11.14/lib/python3.11/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen importlib._bootstrap>", line 1204, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1176, in _find_and_load
  File "<frozen importlib._bootstrap>", line 1147, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 690, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 940, in exec_module
  File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinxemoji/sphinxemoji.py", line 3, in <module>
    from pkg_resources import resource_filename
ModuleNotFoundError: No module named 'pkg_resources'

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinx/cmd/build.py", line 285, in build_main
    app = Sphinx(args.sourcedir, args.confdir, args.outputdir,
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinx/application.py", line 229, in __init__
    self.setup_extension(extension)
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinx/application.py", line 402, in setup_extension
    self.registry.load_extension(self, extname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/63715/lib/python3.11/site-packages/sphinx/registry.py", line 444, in load_extension
    raise ExtensionError(__('Could not import extension %s') % extname,
sphinx.errors.ExtensionError: Could not import extension sphinxemoji.sphinxemoji (exception: No module named 'pkg_resources')

Extension error:
Could not import extension sphinxemoji.sphinxemoji (exception: No module named 'pkg_resources')