Read the Docs build information
Build id: 1787319
Project: anyscale-ray
Version: master
Commit: 7bd1d3a0b2caff35a069e22f34d554db97dfbbd6
Date: 2023-10-17T17:24:09.202987Z
State: cancelled
Success: False


[rtd-command-info] start-time: 2023-10-17T17:24:23.161163Z, end-time: 2023-10-17T17:24:34.212970Z, duration: 11, exit-code: 0
git clone --depth 1 https://github.com/ray-project/ray .
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[rtd-command-info] start-time: 2023-10-17T17:24:34.643732Z, end-time: 2023-10-17T17:24:35.553011Z, duration: 0, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 refs/heads/master:refs/remotes/origin/master


[rtd-command-info] start-time: 2023-10-17T17:24:38.001211Z, end-time: 2023-10-17T17:24:38.315839Z, duration: 0, exit-code: 0
git checkout --force origin/master
Note: switching to 'origin/master'.

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 7bd1d3a [Data] Deprecate extraneous `Dataset` parameters and methods (#40385)

[rtd-command-info] start-time: 2023-10-17T17:24:38.834232Z, end-time: 2023-10-17T17:24:38.924892Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-10-17T17:24:39.706866Z, end-time: 2023-10-17T17:24:39.768832Z, 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: 2023-10-17T17:24:47.834747Z, end-time: 2023-10-17T17:24:47.916049Z, duration: 0, exit-code: 0
asdf global python 3.10.12


[rtd-command-info] start-time: 2023-10-17T17:24:48.734666Z, end-time: 2023-10-17T17:24:49.896296Z, duration: 1, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.10.12.final.0-64 in 810ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/master, 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==21.2.3, setuptools==57.4.0, wheel==0.37.0
  activators BashActivator,CShellActivator,FishActivator,PowerShellActivator,PythonActivator

[rtd-command-info] start-time: 2023-10-17T17:24:50.491850Z, end-time: 2023-10-17T17:25:00.610856Z, duration: 10, 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/master/lib/python3.10/site-packages (21.2.3)
Collecting pip
  Downloading pip-23.3-py3-none-any.whl (2.1 MB)
Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/master/lib/python3.10/site-packages (57.4.0)
Collecting setuptools
  Downloading setuptools-68.2.2-py3-none-any.whl (807 kB)
Installing collected packages: setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 57.4.0
    Uninstalling setuptools-57.4.0:
      Successfully uninstalled setuptools-57.4.0
  Attempting uninstall: pip
    Found existing installation: pip 21.2.3
    Uninstalling pip-21.2.3:
      Successfully uninstalled pip-21.2.3
Successfully installed pip-23.3 setuptools-68.2.2

[rtd-command-info] start-time: 2023-10-17T17:25:01.050423Z, end-time: 2023-10-17T17:25:07.055130Z, duration: 6, exit-code: 0
python -m pip install --upgrade --no-cache-dir sphinx readthedocs-sphinx-ext
Collecting sphinx
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Downloading requests-2.31.0-py3-none-any.whl (62 kB)
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Downloading sphinxcontrib_qthelp-1.0.6-py3-none-any.whl (89 kB)
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Downloading certifi-2023.7.22-py3-none-any.whl (158 kB)
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Downloading MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB)
Downloading urllib3-2.0.6-py3-none-any.whl (123 kB)
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Installing collected packages: snowballstemmer, urllib3, sphinxcontrib-jsmath, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, requests, Jinja2, readthedocs-sphinx-ext, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, sphinx
Successfully installed Jinja2-3.1.2 MarkupSafe-2.1.3 Pygments-2.16.1 alabaster-0.7.13 babel-2.13.0 certifi-2023.7.22 charset-normalizer-3.3.0 docutils-0.20.1 idna-3.4 imagesize-1.4.1 packaging-23.2 readthedocs-sphinx-ext-2.2.3 requests-2.31.0 snowballstemmer-2.2.0 sphinx-7.2.6 sphinxcontrib-applehelp-1.0.7 sphinxcontrib-devhelp-1.0.5 sphinxcontrib-htmlhelp-2.0.4 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.6 sphinxcontrib-serializinghtml-1.1.9 urllib3-2.0.6

[rtd-command-info] start-time: 2023-10-17T17:25:07.560372Z, end-time: 2023-10-17T17:26:09.051660Z, duration: 61, 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-ian1ong9
  Running command git clone --filter=blob:none --quiet https://github.com/ray-project/tune-sklearn /tmp/pip-req-build-ian1ong9
  Resolved https://github.com/ray-project/tune-sklearn to commit 6e813e18fb43156d32f0958794881c7c12d14f17
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Collecting watchfiles (from -r doc/requirements-doc.txt (line 4))
  Downloading watchfiles-0.21.0-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))
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Collecting sphinx-jsonschema==1.17.2 (from -r doc/requirements-doc.txt (line 14))
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Collecting sphinx-version-warning==1.1.2 (from -r doc/requirements-doc.txt (line 15))
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Collecting sphinx-external-toc==0.2.4 (from -r doc/requirements-doc.txt (line 17))
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Collecting sphinxcontrib-redoc==1.6.0 (from -r doc/requirements-doc.txt (line 19))
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Collecting sphinx-tabs==3.4.0 (from -r doc/requirements-doc.txt (line 20))
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Collecting autodoc_pydantic==1.6.1 (from -r doc/requirements-doc.txt (line 22))
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Collecting pydantic<2 (from -r doc/requirements-doc.txt (line 25))
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Building wheels for collected packages: sphinxemoji, sphinx-jsonschema, sphinx-sitemap, sphinxcontrib-redoc, tune-sklearn
  Building wheel for sphinxemoji (setup.py): started
  Building wheel for sphinxemoji (setup.py): finished with status 'done'
  Created wheel for sphinxemoji: filename=sphinxemoji-0.2.0-py3-none-any.whl size=44409 sha256=3c313b319145a4d324343483644a907502ea5b78e4191a1a8b397ced97501566
  Stored in directory: /tmp/pip-ephem-wheel-cache-nm5pu908/wheels/64/a4/96/10ec59245ae6f2b45d4509261572f3d6a0db4a7c00d7a6d4c6
  Building wheel for sphinx-jsonschema (setup.py): started
  Building wheel for sphinx-jsonschema (setup.py): finished with status 'done'
  Created wheel for sphinx-jsonschema: filename=sphinx_jsonschema-1.17.2-py3-none-any.whl size=14043 sha256=70f813d1cb27b35c13dc2dd0b291a766ef8ae100bb26a9cd3e37e550f4ae73ba
  Stored in directory: /tmp/pip-ephem-wheel-cache-nm5pu908/wheels/26/ad/11/d8c2deccd5bdc966fc88f67c66def6850baf8086b4b1efcdbb
  Building wheel for sphinx-sitemap (setup.py): started
  Building wheel for sphinx-sitemap (setup.py): finished with status 'done'
  Created wheel for sphinx-sitemap: filename=sphinx_sitemap-2.2.0-py3-none-any.whl size=6049 sha256=a01f4184ff7c391de7f030da808b6d60900835e0ad0b84ced9aa1d8184cc3596
  Stored in directory: /tmp/pip-ephem-wheel-cache-nm5pu908/wheels/2b/13/98/a3a68cf2efaf51a2eaf69f1d138d2749bd1aeceb3d2d455aeb
  Building wheel for sphinxcontrib-redoc (setup.py): started
  Building wheel for sphinxcontrib-redoc (setup.py): finished with status 'done'
  Created wheel for sphinxcontrib-redoc: filename=sphinxcontrib_redoc-1.6.0-py3-none-any.whl size=299595 sha256=f5be042480484d3eedc51f3fccb7f19b9775ac7e1deee02902149b1575bde6d9
  Stored in directory: /tmp/pip-ephem-wheel-cache-nm5pu908/wheels/c3/f3/09/ca56bcb5e735dbf9d7ccfcbfa66480b60179becfe44e425e7b
  Building wheel for tune-sklearn (setup.py): started
  Building wheel for tune-sklearn (setup.py): finished with status 'done'
  Created wheel for tune-sklearn: filename=tune_sklearn-0.4.6-py3-none-any.whl size=41915 sha256=6decf9951ab5d7c590943d2a483e002108e0f4ae314c4008f595e80fb6353320
  Stored in directory: /tmp/pip-ephem-wheel-cache-nm5pu908/wheels/e7/61/e3/441666565829d7080a62c78245900a9d1ee06de041df4dfda1
Successfully built sphinxemoji sphinx-jsonschema sphinx-sitemap sphinxcontrib-redoc tune-sklearn
Installing collected packages: webencodings, wcwidth, types-python-dateutil, pytz, pure-eval, ptyprocess, pickleshare, mistune, json5, ipython-genutils, fastjsonschema, executing, backcall, zipp, websocket-client, webcolors, urllib3, uri-template, tzdata, typing-extensions, traitlets, tornado, tomli, toml, tinycss2, threadpoolctl, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, soupsieve, sniffio, smmap, six, send2trash, rfc3986-validator, pyzmq, pyyaml, python-json-logger, pyrsistent, Pygments, pycparser, psutil, protobuf, prompt-toolkit, prometheus-client, platformdirs, pexpect, parso, pandocfilters, overrides, numpy, nest-asyncio, msgpack, lxml, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, joblib, Jinja2, greenlet, fsspec, frozenlist, fqdn, filelock, exceptiongroup, entrypoints, docutils, defusedxml, decorator, debugpy, colorama, click, attrs, terminado, tensorboardX, sqlalchemy, scipy, rfc3339-validator, python-dateutil, pydantic, pyarrow, matplotlib-inline, markdown-it-py, jupyter-core, jsonschema, jedi, importlib-metadata, gitdb, comm, cffi, bleach, beautifulsoup4, async-lru, asttokens, anyio, aiosignal, watchfiles, stack-data, sphinx-jsonschema, sphinx, scikit-learn, ray, pandas, nbformat, mdit-py-plugins, jupyter-server-terminals, jupyter-client, GitPython, arrow, argon2-cffi-bindings, 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, isoduration, ipython, autodoc_pydantic, argon2-cffi, tune-sklearn, sphinx-book-theme, nbconvert, ipykernel, jupyter-events, jupyter-server, notebook-shim, jupyterlab-server, jupyter-server-mathjax, jupyter-lsp, nbdime, jupyterlab, notebook, jupyter-cache, widgetsnbextension, ipywidgets, jupyter-sphinx, myst-nb
  Attempting uninstall: urllib3
    Found existing installation: urllib3 2.0.6
    Uninstalling urllib3-2.0.6:
      Successfully uninstalled urllib3-2.0.6
  Attempting uninstall: sphinxcontrib-serializinghtml
    Found existing installation: sphinxcontrib-serializinghtml 1.1.9
    Uninstalling sphinxcontrib-serializinghtml-1.1.9:
      Successfully uninstalled sphinxcontrib-serializinghtml-1.1.9
  Attempting uninstall: sphinxcontrib-qthelp
    Found existing installation: sphinxcontrib-qthelp 1.0.6
    Uninstalling sphinxcontrib-qthelp-1.0.6:
      Successfully uninstalled sphinxcontrib-qthelp-1.0.6
  Attempting uninstall: sphinxcontrib-htmlhelp
    Found existing installation: sphinxcontrib-htmlhelp 2.0.4
    Uninstalling sphinxcontrib-htmlhelp-2.0.4:
      Successfully uninstalled sphinxcontrib-htmlhelp-2.0.4
  Attempting uninstall: sphinxcontrib-devhelp
    Found existing installation: sphinxcontrib-devhelp 1.0.5
    Uninstalling sphinxcontrib-devhelp-1.0.5:
      Successfully uninstalled sphinxcontrib-devhelp-1.0.5
  Attempting uninstall: sphinxcontrib-applehelp
    Found existing installation: sphinxcontrib-applehelp 1.0.7
    Uninstalling sphinxcontrib-applehelp-1.0.7:
      Successfully uninstalled sphinxcontrib-applehelp-1.0.7
  Attempting uninstall: Pygments
    Found existing installation: Pygments 2.16.1
    Uninstalling Pygments-2.16.1:
      Successfully uninstalled Pygments-2.16.1
  Attempting uninstall: Jinja2
    Found existing installation: Jinja2 3.1.2
    Uninstalling Jinja2-3.1.2:
      Successfully uninstalled Jinja2-3.1.2
  Attempting uninstall: docutils
    Found existing installation: docutils 0.20.1
    Uninstalling docutils-0.20.1:
      Successfully uninstalled docutils-0.20.1
  Attempting uninstall: sphinx
    Found existing installation: Sphinx 7.2.6
    Uninstalling Sphinx-7.2.6:
      Successfully uninstalled Sphinx-7.2.6
Successfully installed GitPython-3.1.38 Jinja2-3.0.3 Pygments-2.13.0 aiosignal-1.3.1 anyio-4.0.0 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.3.0 asttokens-2.4.0 async-lru-2.0.4 attrs-21.4.0 autodoc_pydantic-1.6.1 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.1.0 cffi-1.16.0 click-8.1.7 colorama-0.4.6 comm-0.1.4 debugpy-1.8.0 decorator-5.1.1 defusedxml-0.7.1 docutils-0.17.1 entrypoints-0.4 exceptiongroup-1.1.3 executing-2.0.0 fastjsonschema-2.18.1 filelock-3.12.4 fqdn-1.5.1 frozenlist-1.4.0 fsspec-2023.9.2 gitdb-4.0.10 greenlet-3.0.0 importlib-metadata-6.8.0 ipykernel-6.25.2 ipython-8.16.1 ipython-genutils-0.2.0 ipywidgets-7.8.1 isoduration-20.11.0 jedi-0.19.1 joblib-1.3.2 json5-0.9.14 jsonpointer-2.4 jsonschema-4.17.3 jupyter-cache-0.4.3 jupyter-client-8.4.0 jupyter-core-5.4.0 jupyter-events-0.6.3 jupyter-lsp-2.2.0 jupyter-server-2.8.0 jupyter-server-mathjax-0.2.6 jupyter-server-terminals-0.4.4 jupyter-sphinx-0.3.2 jupyterlab-4.0.7 jupyterlab-pygments-0.2.2 jupyterlab-server-2.24.0 jupyterlab-widgets-1.1.7 jupytext-1.13.6 lxml-4.9.3 markdown-it-py-1.1.0 matplotlib-inline-0.1.6 mdit-py-plugins-0.2.8 mistune-0.8.4 msgpack-1.0.7 myst-nb-0.13.1 myst-parser-0.15.2 nbclient-0.5.13 nbconvert-6.5.4 nbdime-3.2.1 nbformat-5.9.2 nest-asyncio-1.5.8 notebook-7.0.6 notebook-shim-0.2.3 numpy-1.26.1 overrides-7.4.0 pandas-2.1.1 pandocfilters-1.5.0 parso-0.8.3 pexpect-4.8.0 pickleshare-0.7.5 platformdirs-3.11.0 prometheus-client-0.17.1 prompt-toolkit-3.0.39 protobuf-4.24.4 psutil-5.9.6 ptyprocess-0.7.0 pure-eval-0.2.2 pyarrow-13.0.0 pycparser-2.21 pydantic-1.10.13 pydata-sphinx-theme-0.8.1 pyrsistent-0.19.3 python-dateutil-2.8.2 python-json-logger-2.0.7 pytz-2023.3.post1 pyyaml-6.0.1 pyzmq-25.1.1 ray-2.7.1 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 scikit-learn-1.3.1 scipy-1.11.3 send2trash-1.8.2 six-1.16.0 smmap-5.0.1 sniffio-1.3.0 soupsieve-2.5 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-applehelp-1.0.4 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-redoc-1.6.0 sphinxcontrib-serializinghtml-1.1.5 sphinxemoji-0.2.0 sqlalchemy-1.4.49 stack-data-0.6.3 tensorboardX-2.6.2.2 terminado-0.17.1 threadpoolctl-3.2.0 tinycss2-1.2.1 toml-0.10.2 tomli-2.0.1 tornado-6.3.3 traitlets-5.11.2 tune-sklearn-0.4.6 types-python-dateutil-2.8.19.14 typing-extensions-4.8.0 tzdata-2023.3 uri-template-1.3.0 urllib3-1.26.17 watchfiles-0.21.0 wcwidth-0.2.8 webcolors-1.13 webencodings-0.5.1 websocket-client-1.6.4 widgetsnbextension-3.6.6 zipp-3.17.0

[rtd-command-info] start-time: 2023-10-17T17:26:15.114645Z, end-time: 2023-10-17T17:26:15.180971Z, 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!"




###########################################################################
#          auto-created readthedocs.org specific configuration            #
###########################################################################


#
# The following code was added during an automated build on readthedocs.org
# It is auto created and injected for every build. The result is based on the
# conf.py.tmpl file found in the readthedocs.org codebase:
# https://github.com/rtfd/readthedocs.org/blob/main/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl
#
# Note: this file shouldn't rely on extra dependencies.

import importlib
import sys
import os.path

# Borrowed from six.
PY3 = sys.version_info[0] == 3
string_types = str if PY3 else basestring

from sphinx import version_info

# Get suffix for proper linking to GitHub
# This is deprecated in Sphinx 1.3+,
# as each page can have its own suffix
if globals().get('source_suffix', False):
    if isinstance(source_suffix, string_types):
        SUFFIX = source_suffix
    elif isinstance(source_suffix, (list, tuple)):
        # Sphinx >= 1.3 supports list/tuple to define multiple suffixes
        SUFFIX = source_suffix[0]
    elif isinstance(source_suffix, dict):
        # Sphinx >= 1.8 supports a mapping dictionary for multiple suffixes
        SUFFIX = list(source_suffix.keys())[0]  # make a ``list()`` for py2/py3 compatibility
    else:
        # default to .rst
        SUFFIX = '.rst'
else:
    SUFFIX = '.rst'

# Add RTD Static Path. Add to the end because it overwrites previous files.
if not 'html_static_path' in globals():
    html_static_path = []
if os.path.exists('_static'):
    html_static_path.append('_static')

# Define this variable in case it's not defined by the user.
# It defaults to `alabaster` which is the default from Sphinx.
# https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_theme
html_theme = globals().get('html_theme', 'alabaster')

#Add project information to the template context.
context = {
    'html_theme': html_theme,
    'current_version': "master",
    'version_slug': "master",
    'MEDIA_URL': "https://media.readthedocs.com/media/",
    'STATIC_URL': "https://assets.readthedocs.com/",
    'PRODUCTION_DOMAIN': "readthedocs.com",
    'proxied_static_path': "/_/static/",
    'versions': [
    ("master", "/en/master/"),
    ("latest", "/en/latest/"),
    ("releases-2.7.1", "/en/releases-2.7.1/"),
    ("releases-2.7.0rc0", "/en/releases-2.7.0rc0/"),
    ("releases-2.7.0", "/en/releases-2.7.0/"),
    ("releases-2.6.3", "/en/releases-2.6.3/"),
    ("releases-2.6.2", "/en/releases-2.6.2/"),
    ("releases-2.6.1", "/en/releases-2.6.1/"),
    ("releases-2.6.0", "/en/releases-2.6.0/"),
    ("releases-2.5.1", "/en/releases-2.5.1/"),
    ("releases-2.5.0", "/en/releases-2.5.0/"),
    ("releases-2.4.0", "/en/releases-2.4.0/"),
    ("releases-2.3.1", "/en/releases-2.3.1/"),
    ("releases-2.3.0", "/en/releases-2.3.0/"),
    ("releases-2.2.0", "/en/releases-2.2.0/"),
    ("releases-2.1.0", "/en/releases-2.1.0/"),
    ("releases-2.0.1", "/en/releases-2.0.1/"),
    ("releases-2.0.0", "/en/releases-2.0.0/"),
    ("releases-1.13.0", "/en/releases-1.13.0/"),
    ("releases-1.12.2", "/en/releases-1.12.2/"),
    ("releases-1.12.1", "/en/releases-1.12.1/"),
    ("releases-1.12.0", "/en/releases-1.12.0/"),
    ("releases-1.11.2", "/en/releases-1.11.2/"),
    ("releases-1.11.1", "/en/releases-1.11.1/"),
    ("releases-1.11.0", "/en/releases-1.11.0/"),
    ],
    'downloads': [ 
    ],
    'subprojects': [ 
    ],
    'slug': 'anyscale-ray',
    'name': u'ray',
    'rtd_language': u'en',
    'programming_language': u'py',
    'canonical_url': '',
    'analytics_code': 'None',
    'single_version': False,
    'conf_py_path': '/doc/source/',
    'api_host': 'https://readthedocs.com',
    'github_user': 'ray-project',
    'proxied_api_host': '/_',
    'github_repo': 'ray',
    'github_version': 'master',
    'display_github': True,
    'bitbucket_user': 'None',
    'bitbucket_repo': 'None',
    'bitbucket_version': 'master',
    'display_bitbucket': False,
    'gitlab_user': 'None',
    'gitlab_repo': 'None',
    'gitlab_version': 'master',
    'display_gitlab': False,
    'READTHEDOCS': True,
    'using_theme': (html_theme == "default"),
    'new_theme': (html_theme == "sphinx_rtd_theme"),
    'source_suffix': SUFFIX,
    'ad_free': False,
    'docsearch_disabled': False,
    'user_analytics_code': '',
    'global_analytics_code': 'UA-17997319-2',
    'commit': '7bd1d3a0',
}

# For sphinx >=1.8 we can use html_baseurl to set the canonical URL.
# https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_baseurl
if version_info >= (1, 8):
    if not globals().get('html_baseurl'):
        html_baseurl = context['canonical_url']
    context['canonical_url'] = None





if 'html_context' in globals():
    for key in context:
        if key not in html_context:
            html_context[key] = context[key]
else:
    html_context = context

# Add custom RTD extension
if 'extensions' in globals():
    # Insert at the beginning because it can interfere
    # with other extensions.
    # See https://github.com/rtfd/readthedocs.org/pull/4054
    extensions.insert(0, "readthedocs_ext.readthedocs")
else:
    extensions = ["readthedocs_ext.readthedocs"]

# Add External version warning banner to the external version documentation
if 'branch' == 'external':
    extensions.insert(1, "readthedocs_ext.external_version_warning")
    readthedocs_vcs_url = 'None'
    readthedocs_build_url = 'https://readthedocs.com/projects/anyscale-ray/builds/1787319/'

project_language = 'en'

# User's Sphinx configurations
language_user = globals().get('language', None)
latex_engine_user = globals().get('latex_engine', None)
latex_elements_user = globals().get('latex_elements', None)

# Remove this once xindy gets installed in Docker image and XINDYOPS
# env variable is supported
# https://github.com/rtfd/readthedocs-docker-images/pull/98
latex_use_xindy = False

chinese = any([
    language_user in ('zh_CN', 'zh_TW'),
    project_language in ('zh_CN', 'zh_TW'),
])

japanese = any([
    language_user == 'ja',
    project_language == 'ja',
])

if chinese:
    latex_engine = latex_engine_user or 'xelatex'

    latex_elements_rtd = {
        'preamble': '\\usepackage[UTF8]{ctex}\n',
    }
    latex_elements = latex_elements_user or latex_elements_rtd
elif japanese:
    latex_engine = latex_engine_user or 'platex'

# Make sure our build directory is always excluded
exclude_patterns = globals().get('exclude_patterns', [])
exclude_patterns.extend(['_build'])