Read the Docs build information Build id: 1965818 Project: anyscale-ray Version: master Commit: 762c25f4e28122481235f03e351032bbfbcc23f2 Date: 2024-01-23T00:05:38.265267Z State: finished Success: False [rtd-command-info] start-time: 2024-01-23T00:05:39.504829Z, end-time: 2024-01-23T00:05:47.778595Z, duration: 8, exit-code: 0 git clone --depth 1 https://github.com/ray-project/ray . Cloning into '.'... 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[rtd-command-info] start-time: 2024-01-23T00:05:47.846777Z, end-time: 2024-01-23T00:05:48.593889Z, 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: 2024-01-23T00:05:48.713113Z, end-time: 2024-01-23T00:05:49.833394Z, duration: 1, 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 Or undo this operation with: git switch - Turn off this advice by setting config variable advice.detachedHead to false HEAD is now at 762c25f [green][metric/1] collect metric of weekly green (#42582) [rtd-command-info] start-time: 2024-01-23T00:05:49.931617Z, end-time: 2024-01-23T00:05:50.020370Z, duration: 0, exit-code: 0 git clean -d -f -f [rtd-command-info] start-time: 2024-01-23T00:05:50.080960Z, end-time: 2024-01-23T00:05:50.147421Z, 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: 2024-01-23T00:05:57.222952Z, end-time: 2024-01-23T00:05:57.296684Z, duration: 0, exit-code: 0 asdf global python 3.11.6 [rtd-command-info] start-time: 2024-01-23T00:05:57.755002Z, end-time: 2024-01-23T00:05:58.847654Z, duration: 1, exit-code: 0 python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH created virtual environment CPython3.11.6.final.0-64 in 785ms 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==23.1, setuptools==67.6.1, wheel==0.40.0 activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator [rtd-command-info] start-time: 2024-01-23T00:05:58.907604Z, end-time: 2024-01-23T00:06:08.406077Z, duration: 9, 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/python3.11/site-packages (23.1) Collecting pip Downloading pip-23.3.2-py3-none-any.whl (2.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 9.8 MB/s eta 0:00:00 Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/master/lib/python3.11/site-packages (67.6.1) Collecting setuptools Downloading setuptools-69.0.3-py3-none-any.whl (819 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 819.5/819.5 kB 25.6 MB/s eta 0:00:00 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-23.3.2 setuptools-69.0.3 [rtd-command-info] start-time: 2024-01-23T00:06:08.485805Z, end-time: 2024-01-23T00:06:14.230618Z, duration: 5, exit-code: 0 python -m pip install --upgrade --no-cache-dir sphinx readthedocs-sphinx-ext Collecting sphinx Downloading sphinx-7.2.6-py3-none-any.whl.metadata (5.9 kB) Collecting readthedocs-sphinx-ext Downloading readthedocs_sphinx_ext-2.2.5-py2.py3-none-any.whl.metadata (1.5 kB) Collecting sphinxcontrib-applehelp (from sphinx) Downloading sphinxcontrib_applehelp-1.0.8-py3-none-any.whl.metadata (2.3 kB) Collecting sphinxcontrib-devhelp (from sphinx) Downloading sphinxcontrib_devhelp-1.0.6-py3-none-any.whl.metadata (2.3 kB) Collecting sphinxcontrib-jsmath (from sphinx) Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB) Collecting sphinxcontrib-htmlhelp>=2.0.0 (from sphinx) Downloading 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charset-normalizer-3.3.2 docutils-0.20.1 idna-3.6 imagesize-1.4.1 packaging-23.2 readthedocs-sphinx-ext-2.2.5 requests-2.31.0 snowballstemmer-2.2.0 sphinx-7.2.6 sphinxcontrib-applehelp-1.0.8 sphinxcontrib-devhelp-1.0.6 sphinxcontrib-htmlhelp-2.0.5 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.7 sphinxcontrib-serializinghtml-1.1.10 urllib3-2.1.0 [rtd-command-info] start-time: 2024-01-23T00:06:14.300144Z, end-time: 2024-01-23T00:06:36.354406Z, duration: 22, exit-code: 0 python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.txt Collecting watchfiles==0.19.0 (from -r doc/requirements-doc.txt (line 3)) Downloading watchfiles-0.19.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 10.1 MB/s eta 0:00:00 Collecting Pygments==2.16.1 (from -r doc/requirements-doc.txt (line 6)) Downloading Pygments-2.16.1-py3-none-any.whl.metadata (2.5 kB) Collecting sphinx==7.1.2 (from -r doc/requirements-doc.txt 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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 15)) Downloading sphinxcontrib-redoc-1.6.0.tar.gz (350 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 350.5/350.5 kB 18.5 MB/s eta 0:00:00 Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Collecting sphinx-remove-toctrees==0.0.3 (from -r doc/requirements-doc.txt (line 16)) Downloading sphinx_remove_toctrees-0.0.3-py3-none-any.whl (4.7 kB) Collecting sphinx_design==0.5.0 (from -r doc/requirements-doc.txt (line 17)) 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 18)) 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 21)) 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 23)) Downloading pydantic-2.5.3-py3-none-any.whl.metadata (65 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65.6/65.6 kB 67.5 MB/s eta 0:00:00 Collecting myst-parser==2.0.0 (from -r doc/requirements-doc.txt (line 26)) 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 27)) 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 30)) Downloading jupytext-1.15.2-py3-none-any.whl.metadata (9.7 kB) Collecting urllib3<1.27 (from -r doc/requirements-doc.txt (line 33)) Downloading urllib3-1.26.18-py2.py3-none-any.whl.metadata (48 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 48.9/48.9 kB 228.6 MB/s eta 0:00:00 Collecting anyio>=3.0.0 (from watchfiles==0.19.0->-r doc/requirements-doc.txt (line 3)) Downloading anyio-4.2.0-py3-none-any.whl.metadata (4.6 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for sphinxemoji: filename=sphinxemoji-0.2.0-py3-none-any.whl size=44408 sha256=885e38902ddb7fe5ddbd7b5859e3a17872a23f43881deb19086a59c30f80a53a Stored in directory: /tmp/pip-ephem-wheel-cache-4ewshwr_/wheels/d4/b0/a5/92b0e0b5611fc4d37f90711172a680959318c4474df5d2718d 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-1.19.1-py3-none-any.whl size=15414 sha256=b384e67aa5615af645bc78a936f24b5b7f59b6246d5ba09abfea707301fac963 Stored in directory: /tmp/pip-ephem-wheel-cache-4ewshwr_/wheels/2c/2e/48/5b3fa8b77682d9bb35dea05562fec306cd2cca3012d32e8641 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=65ffd7258296ff5cabd291391aaa640b1a14a73a99780a8692a6c6e4fda8e787 Stored in directory: /tmp/pip-ephem-wheel-cache-4ewshwr_/wheels/a1/90/66/d015c821e6e8b2de75d210826c4983325ebb344834965e8730 Successfully built sphinxemoji sphinx-jsonschema sphinxcontrib-redoc Installing collected packages: wcwidth, pure-eval, ptyprocess, fastjsonschema, zipp, urllib3, typing-extensions, traitlets, tornado, toml, tabulate, soupsieve, sniffio, six, rpds-py, pyzmq, pyyaml, Pygments, psutil, prompt-toolkit, platformdirs, pexpect, parso, nest-asyncio, mdurl, jsonpointer, greenlet, executing, decorator, debugpy, click, attrs, sqlalchemy, referencing, python-dateutil, pydantic, matplotlib-inline, markdown-it-py, jupyter-core, jedi, importlib_metadata, comm, beautifulsoup4, asttokens, anyio, accessible-pygments, watchfiles, stack-data, sphinx-jsonschema, sphinx, mdit-py-plugins, jupyter-client, jsonschema-specifications, sphinxemoji, sphinx-sitemap, sphinx-remove-toctrees, sphinx_design, sphinx-copybutton, sphinx-click, pydata-sphinx-theme, myst-parser, jsonschema, ipython, autodoc_pydantic, sphinxcontrib-redoc, nbformat, ipykernel, nbclient, jupytext, jupyter-cache, myst-nb Attempting uninstall: urllib3 Found existing installation: urllib3 2.1.0 Uninstalling urllib3-2.1.0: Successfully uninstalled urllib3-2.1.0 Attempting uninstall: Pygments Found existing installation: Pygments 2.17.2 Uninstalling Pygments-2.17.2: Successfully uninstalled Pygments-2.17.2 Attempting uninstall: sphinx Found existing installation: Sphinx 7.2.6 Uninstalling Sphinx-7.2.6: Successfully uninstalled Sphinx-7.2.6 Successfully installed Pygments-2.16.1 accessible-pygments-0.0.4 anyio-4.2.0 asttokens-2.4.1 attrs-23.2.0 autodoc_pydantic-1.9.0 beautifulsoup4-4.12.3 click-8.1.7 comm-0.2.1 debugpy-1.8.0 decorator-5.1.1 executing-2.0.1 fastjsonschema-2.19.1 greenlet-3.0.3 importlib_metadata-7.0.1 ipykernel-6.29.0 ipython-8.20.0 jedi-0.19.1 jsonpointer-2.4 jsonschema-4.21.1 jsonschema-specifications-2023.12.1 jupyter-cache-0.6.1 jupyter-client-8.6.0 jupyter-core-5.7.1 jupytext-1.15.2 markdown-it-py-3.0.0 matplotlib-inline-0.1.6 mdit-py-plugins-0.4.0 mdurl-0.1.2 myst-nb-1.0.0rc0 myst-parser-2.0.0 nbclient-0.7.4 nbformat-5.9.2 nest-asyncio-1.6.0 parso-0.8.3 pexpect-4.9.0 platformdirs-4.1.0 prompt-toolkit-3.0.43 psutil-5.9.8 ptyprocess-0.7.0 pure-eval-0.2.2 pydantic-1.10.14 pydata-sphinx-theme-0.14.1 python-dateutil-2.8.2 pyyaml-6.0.1 pyzmq-25.1.2 referencing-0.32.1 rpds-py-0.17.1 six-1.16.0 sniffio-1.3.0 soupsieve-2.5 sphinx-7.1.2 sphinx-click-5.0.1 sphinx-copybutton-0.5.2 sphinx-jsonschema-1.19.1 sphinx-remove-toctrees-0.0.3 sphinx-sitemap-2.5.1 sphinx_design-0.5.0 sphinxcontrib-redoc-1.6.0 sphinxemoji-0.2.0 sqlalchemy-2.0.25 stack-data-0.6.3 tabulate-0.9.0 toml-0.10.2 tornado-6.4 traitlets-5.14.1 typing-extensions-4.9.0 urllib3-1.26.18 watchfiles-0.19.0 wcwidth-0.2.13 zipp-3.17.0 [rtd-command-info] start-time: 2024-01-23T00:06:37.122879Z, end-time: 2024-01-23T00:06:37.183477Z, 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, ) # 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/*", ] # 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 += [ "ray-observability/api/state/doc/*", "workflows/api/doc/*", "serve/production-guide/*", "serve/tutorials/deployment-graph-patterns/*", "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/*", ] 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 # 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).)*$", # exclude links not starting with http "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf", # broken "https://mvnrepository.com/artifact/*", # working but somehow not with linkcheck # This should be fixed -- is temporal the successor of cadence? Do the examples need to be updated? "https://github.com/serverlessworkflow/specification/blob/main/comparisons/comparison-cadence.md", # TODO(richardliaw): The following probably needs to be fixed in the tune_sklearn package "https://scikit-optimize.github.io/stable/modules/", "https://www.oracle.com/java/technologies/javase-jdk15-downloads.html", # forbidden for client "https://speakerdeck.com/*", # forbidden for bots r"https://huggingface.co/*", # seems to be flaky r"https://www.meetup.com/*", # seems to be flaky r"https://www.pettingzoo.ml/*", # seems to be flaky r"http://localhost[:/].*", # Ignore localhost links r"^http:/$", # 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 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": [ "search-button-field", "navbar-icon-links", "navbar-anyscale", ], "navbar_center": ["navbar-links"], "navbar_align": "left", "navbar_persistent": [ "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": ["examples-sidebar"], } # The name for this set of Sphinx documents. If None, it defaults to # " v 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 == "train/train": app.add_css_file("css/ray-train.css") elif pagename == "ray-overview/examples": # Example gallery app.add_css_file("css/examples.css") app.add_js_file("js/examples.js") elif pagename == "ray-overview/ray-libraries": app.add_css_file("css/ray-libraries.css") 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) 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", "numpy", "pandas", "pyarrow", "pytorch_lightning", "scipy", "setproctitle", "skimage", "sklearn", "skopt", "starlette", "tensorflow", "torch", "torchvision", "transformers", "tree", "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), "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), "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-2.9.1", "/en/releases-2.9.1/"), ("releases-2.9.0", "/en/releases-2.9.0/"), ("releases-2.8.1", "/en/releases-2.8.1/"), ("releases-2.8.0", "/en/releases-2.8.0/"), ("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': '762c25f4', } # 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/1965818/' 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'])