Read the Docs build information
Build id: 1648663
Project: anyscale-ray
Version: master
Commit: 2f876afee74b2c9fbe01c9bf167a30d29a035394
Date: 2023-08-08T20:02:20.612115Z
State: finished
Success: True


[rtd-command-info] start-time: 2023-08-08T20:02:24.620871Z, end-time: 2023-08-08T20:02:56.786235Z, duration: 32, exit-code: 0
git clone --no-single-branch --depth 50 https://github.com/ray-project/ray .
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[rtd-command-info] start-time: 2023-08-08T20:02:57.017757Z, end-time: 2023-08-08T20:02:58.032796Z, 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 <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 2f876afee [ci] fix semgrep. (#38173)

[rtd-command-info] start-time: 2023-08-08T20:02:58.396955Z, end-time: 2023-08-08T20:02:58.510200Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-08-08T20:02:58.826348Z, end-time: 2023-08-08T20:02:58.887905Z, 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: "3.9"

# 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: 2023-08-08T20:03:05.382084Z, end-time: 2023-08-08T20:03:05.490953Z, duration: 0, exit-code: 0
asdf global python 3.9.17


[rtd-command-info] start-time: 2023-08-08T20:03:06.223822Z, end-time: 2023-08-08T20:03:07.235964Z, duration: 1, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.9.17.final.0-64 in 706ms
  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: 2023-08-08T20:03:07.505679Z, end-time: 2023-08-08T20:03:20.731326Z, duration: 13, 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/python3.9/site-packages (21.2.3)
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  Downloading pip-23.2.1-py3-none-any.whl (2.1 MB)
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Installing collected packages: setuptools, pip
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    Uninstalling setuptools-57.4.0:
      Successfully uninstalled setuptools-57.4.0
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    Found existing installation: pip 21.2.3
    Uninstalling pip-21.2.3:
      Successfully uninstalled pip-21.2.3
Successfully installed pip-23.2.1 setuptools-68.0.0

[rtd-command-info] start-time: 2023-08-08T20:03:21.184388Z, end-time: 2023-08-08T20:03:30.527458Z, duration: 9, exit-code: 0
python -m pip install --upgrade --no-cache-dir pillow mock==1.0.1 alabaster>=0.7,<0.8,!=0.7.5 commonmark==0.9.1 recommonmark==0.5.0 sphinx sphinx-rtd-theme readthedocs-sphinx-ext<2.3
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Building wheels for collected packages: mock
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Installing collected packages: snowballstemmer, mock, commonmark, zipp, urllib3, sphinxcontrib-jsmath, Pygments, pillow, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, requests, Jinja2, importlib-metadata, readthedocs-sphinx-ext, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, sphinx, sphinxcontrib-jquery, sphinx-rtd-theme, recommonmark
Successfully installed Jinja2-3.1.2 MarkupSafe-2.1.3 Pygments-2.16.1 alabaster-0.7.13 babel-2.12.1 certifi-2023.7.22 charset-normalizer-3.2.0 commonmark-0.9.1 docutils-0.18.1 idna-3.4 imagesize-1.4.1 importlib-metadata-6.8.0 mock-1.0.1 packaging-23.1 pillow-10.0.0 readthedocs-sphinx-ext-2.2.2 recommonmark-0.5.0 requests-2.31.0 snowballstemmer-2.2.0 sphinx-6.2.1 sphinx-rtd-theme-1.2.2 sphinxcontrib-applehelp-1.0.5 sphinxcontrib-devhelp-1.0.3 sphinxcontrib-htmlhelp-2.0.2 sphinxcontrib-jquery-4.1 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.4 sphinxcontrib-serializinghtml-1.1.6 urllib3-2.0.4 zipp-3.16.2

[rtd-command-info] start-time: 2023-08-08T20:03:31.148805Z, end-time: 2023-08-08T20:07:46.925726Z, duration: 255, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.txt
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Building wheels for collected packages: sphinxemoji, sphinx-jsonschema, sphinx-sitemap, sphinxcontrib-redoc, fairscale, pickle5, tune-sklearn, xgboost_ray, lightgbm-ray, pathtools, promise, lit, debugpy
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  Created wheel for debugpy: filename=debugpy-1.6.7.post1-cp39-cp39-linux_x86_64.whl size=3027033 sha256=82ee3cbc7b596e0b70606967c6699963b4e2697914444083228e028510f01ce2
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Successfully built sphinxemoji sphinx-jsonschema sphinx-sitemap sphinxcontrib-redoc fairscale pickle5 tune-sklearn xgboost_ray lightgbm-ray pathtools promise lit debugpy
DEPRECATION: pytorch-lightning 1.6.5 has a non-standard dependency specifier torch>=1.8.*. pip 23.3 will enforce this behaviour change. A possible replacement is to upgrade to a newer version of pytorch-lightning or contact the author to suggest that they release a version with a conforming dependency specifiers. Discussion can be found at https://github.com/pypa/pip/issues/12063
Installing collected packages: webencodings, wcwidth, tokenizers, tensorboard-plugin-wit, safetensors, pytz, pure-eval, ptyprocess, pickleshare, pickle5, pathtools, msgpack, mpmath, mistune, lit, libclang, json5, ipython-genutils, flatbuffers, fastjsonschema, executing, dm-tree, colorful, cmake, backcall, appdirs, wrapt, werkzeug, websocket-client, webcolors, urllib3, uri-template, tzdata, typing-extensions, traitlets, tqdm, tornado, tomli, toml, tinycss2, threadpoolctl, termcolor, tensorflow-io-gcs-filesystem, tensorflow-estimator, tensorboard-data-server, sympy, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, soupsieve, sniffio, smmap, six, setproctitle, send2trash, rfc3986-validator, regex, pyzmq, pyyaml, python-json-logger, pyrsistent, Pygments, pyDeprecate, pycparser, pyasn1, psutil, protobuf, prompt-toolkit, prometheus-client, platformdirs, pexpect, parso, pandocfilters, overrides, oauthlib, nvidia-nvtx-cu11, nvidia-nccl-cu11, nvidia-cusparse-cu11, nvidia-curand-cu11, nvidia-cufft-cu11, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cuda-cupti-cu11, nvidia-cublas-cu11, numpy, networkx, nest-asyncio, multidict, lxml, lazy_loader, keras, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, joblib, Jinja2, itsdangerous, importlib_resources, h11, grpcio, greenlet, gast, fsspec, frozenlist, fqdn, filelock, exceptiongroup, etils, entrypoints, docutils, defusedxml, decorator, debugpy, colorama, click, cachetools, attrs, async-timeout, absl-py, yarl, uvicorn, tifffile, terminado, tensorboardX, sqlalchemy, sentry-sdk, scipy, rsa, rfc3339-validator, redis, PyWavelets, python-dateutil, pydantic, pyasn1-modules, pyarrow, pyaml, promise, opt-einsum, nvidia-cusolver-cu11, nvidia-cudnn-cu11, matplotlib-inline, markdown-it-py, markdown, lightning-utilities, jupyter-core, jsonschema, jedi, imageio, h5py, googleapis-common-protos, google-pasta, gitdb, flask, docker-pycreds, comm, cffi, bleach, beautifulsoup4, async-lru, astunparse, asttokens, anyio, aiosignal, xgboost, tensorflow-metadata, starlette, stack-data, sphinx-jsonschema, sphinx, scikit-learn, scikit-image, requests-oauthlib, ray, pandas, nbformat, mdit-py-plugins, lightgbm, jupyter-server-terminals, jupyter-client, huggingface-hub, google-auth, GitPython, arrow, argon2-cffi-bindings, aiohttp, xgboost_ray, wandb, transformers, sphinxemoji, sphinxcontrib-redoc, sphinx-version-warning, sphinx-togglebutton, sphinx-tabs, sphinx-sitemap, sphinx-remove-toctrees, sphinx-external-toc, sphinx_design, sphinx-copybutton, sphinx-click, scikit-optimize, pydata-sphinx-theme, nbclient, myst-parser, jupytext, isoduration, ipython, google-auth-oauthlib, fastapi, autodoc_pydantic, array-record, argon2-cffi, tune-sklearn, tensorflow-datasets, tensorboard, sphinx-book-theme, nbconvert, lightgbm-ray, ipykernel, tensorflow, jupyter-events, jupyter-server, notebook-shim, jupyterlab-server, jupyter-server-mathjax, jupyter-lsp, nbdime, jupyterlab, notebook, jupyter-cache, widgetsnbextension, ipywidgets, jupyter-sphinx, myst-nb, triton, torch, torchmetrics, torchvision, pytorch-lightning, fairscale, accelerate
  Attempting uninstall: urllib3
    Found existing installation: urllib3 2.0.4
    Uninstalling urllib3-2.0.4:
      Successfully uninstalled urllib3-2.0.4
  Attempting uninstall: sphinxcontrib-serializinghtml
    Found existing installation: sphinxcontrib-serializinghtml 1.1.6
    Uninstalling sphinxcontrib-serializinghtml-1.1.6:
      Successfully uninstalled sphinxcontrib-serializinghtml-1.1.6
  Attempting uninstall: sphinxcontrib-qthelp
    Found existing installation: sphinxcontrib-qthelp 1.0.4
    Uninstalling sphinxcontrib-qthelp-1.0.4:
      Successfully uninstalled sphinxcontrib-qthelp-1.0.4
  Attempting uninstall: sphinxcontrib-htmlhelp
    Found existing installation: sphinxcontrib-htmlhelp 2.0.2
    Uninstalling sphinxcontrib-htmlhelp-2.0.2:
      Successfully uninstalled sphinxcontrib-htmlhelp-2.0.2
  Attempting uninstall: sphinxcontrib-devhelp
    Found existing installation: sphinxcontrib-devhelp 1.0.3
    Uninstalling sphinxcontrib-devhelp-1.0.3:
      Successfully uninstalled sphinxcontrib-devhelp-1.0.3
  Attempting uninstall: sphinxcontrib-applehelp
    Found existing installation: sphinxcontrib-applehelp 1.0.5
    Uninstalling sphinxcontrib-applehelp-1.0.5:
      Successfully uninstalled sphinxcontrib-applehelp-1.0.5
  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 0.18.1
    Uninstalling docutils-0.18.1:
      Successfully uninstalled docutils-0.18.1
  Attempting uninstall: sphinx
    Found existing installation: Sphinx 6.2.1
    Uninstalling Sphinx-6.2.1:
      Successfully uninstalled Sphinx-6.2.1
Successfully installed GitPython-3.1.32 Jinja2-3.0.3 PyWavelets-1.4.1 Pygments-2.13.0 absl-py-1.4.0 accelerate-0.21.0 aiohttp-3.8.5 aiosignal-1.3.1 anyio-3.7.1 appdirs-1.4.4 argon2-cffi-21.3.0 argon2-cffi-bindings-21.2.0 array-record-0.4.1 arrow-1.2.3 asttokens-2.2.1 astunparse-1.6.3 async-lru-2.0.4 async-timeout-4.0.2 attrs-21.4.0 autodoc_pydantic-1.6.1 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.0.0 cachetools-5.3.1 cffi-1.15.1 click-8.1.6 cmake-3.27.1 colorama-0.4.6 colorful-0.5.5 comm-0.1.4 debugpy-1.6.7.post1 decorator-5.1.1 defusedxml-0.7.1 dm-tree-0.1.8 docker-pycreds-0.4.0 docutils-0.17.1 entrypoints-0.4 etils-1.4.1 exceptiongroup-1.1.2 executing-1.2.0 fairscale-0.4.13 fastapi-0.99.1 fastjsonschema-2.18.0 filelock-3.12.2 flask-2.2.5 flatbuffers-23.5.26 fqdn-1.5.1 frozenlist-1.4.0 fsspec-2023.6.0 gast-0.4.0 gitdb-4.0.10 google-auth-2.22.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 googleapis-common-protos-1.60.0 greenlet-2.0.2 grpcio-1.56.2 h11-0.14.0 h5py-3.9.0 huggingface-hub-0.16.4 imageio-2.31.1 importlib_resources-6.0.1 ipykernel-6.25.1 ipython-8.14.0 ipython-genutils-0.2.0 ipywidgets-7.8.0 isoduration-20.11.0 itsdangerous-2.1.2 jedi-0.19.0 joblib-1.3.1 json5-0.9.14 jsonpointer-2.4 jsonschema-4.17.3 jupyter-cache-0.4.3 jupyter-client-8.3.0 jupyter-core-5.3.1 jupyter-events-0.6.3 jupyter-lsp-2.2.0 jupyter-server-2.7.0 jupyter-server-mathjax-0.2.6 jupyter-server-terminals-0.4.4 jupyter-sphinx-0.3.2 jupyterlab-4.0.4 jupyterlab-pygments-0.2.2 jupyterlab-server-2.24.0 jupyterlab-widgets-1.1.5 jupytext-1.13.6 keras-2.11.0 lazy_loader-0.3 libclang-16.0.6 lightgbm-4.0.0 lightgbm-ray-0.1.9 lightning-utilities-0.9.0 lit-16.0.6 lxml-4.9.3 markdown-3.4.4 markdown-it-py-1.1.0 matplotlib-inline-0.1.6 mdit-py-plugins-0.2.8 mistune-0.8.4 mpmath-1.3.0 msgpack-1.0.5 multidict-6.0.4 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-1.5.7 networkx-3.1 notebook-7.0.2 notebook-shim-0.2.3 numpy-1.25.2 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-cupti-cu11-11.7.101 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 nvidia-cufft-cu11-10.9.0.58 nvidia-curand-cu11-10.2.10.91 nvidia-cusolver-cu11-11.4.0.1 nvidia-cusparse-cu11-11.7.4.91 nvidia-nccl-cu11-2.14.3 nvidia-nvtx-cu11-11.7.91 oauthlib-3.2.2 opt-einsum-3.3.0 overrides-7.4.0 pandas-2.0.3 pandocfilters-1.5.0 parso-0.8.3 pathtools-0.1.2 pexpect-4.8.0 pickle5-0.0.11 pickleshare-0.7.5 platformdirs-3.10.0 prometheus-client-0.17.1 promise-2.3 prompt-toolkit-3.0.39 protobuf-3.19.6 psutil-5.9.5 ptyprocess-0.7.0 pure-eval-0.2.2 pyDeprecate-0.3.2 pyaml-23.7.0 pyarrow-12.0.1 pyasn1-0.5.0 pyasn1-modules-0.3.0 pycparser-2.21 pydantic-1.9.2 pydata-sphinx-theme-0.8.1 pyrsistent-0.19.3 python-dateutil-2.8.2 python-json-logger-2.0.7 pytorch-lightning-1.6.5 pytz-2023.3 pyyaml-6.0.1 pyzmq-25.1.0 ray-2.6.2 redis-4.6.0 regex-2023.6.3 requests-oauthlib-1.3.1 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rsa-4.9 safetensors-0.3.2 scikit-image-0.21.0 scikit-learn-1.3.0 scikit-optimize-0.9.0 scipy-1.11.1 send2trash-1.8.2 sentry-sdk-1.29.2 setproctitle-1.3.2 six-1.16.0 smmap-5.0.0 sniffio-1.3.0 soupsieve-2.4.1 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-0.6.2 starlette-0.27.0 sympy-1.12 tensorboard-2.11.2 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorboardX-2.6.2 tensorflow-2.11.1 tensorflow-datasets-4.9.0 tensorflow-estimator-2.11.0 tensorflow-io-gcs-filesystem-0.33.0 tensorflow-metadata-1.13.0 termcolor-2.3.0 terminado-0.17.1 threadpoolctl-3.2.0 tifffile-2023.7.18 tinycss2-1.2.1 tokenizers-0.13.3 toml-0.10.2 tomli-2.0.1 torch-2.0.1 torchmetrics-1.0.3 torchvision-0.15.2 tornado-6.3.2 tqdm-4.65.1 traitlets-5.9.0 transformers-4.31.0 triton-2.0.0 tune-sklearn-0.4.6 typing-extensions-4.5.0 tzdata-2023.3 uri-template-1.3.0 urllib3-1.26.16 uvicorn-0.22.0 wandb-0.15.8 wcwidth-0.2.6 webcolors-1.13 webencodings-0.5.1 websocket-client-1.6.1 werkzeug-2.3.6 widgetsnbextension-3.6.5 wrapt-1.15.0 xgboost-1.7.6 xgboost_ray-0.1.17 yarl-1.9.2

[rtd-command-info] start-time: 2023-08-08T20:07:50.851010Z, end-time: 2023-08-08T20:07:50.945322Z, duration: 0, exit-code: 0
cat doc/source/conf.py
# -*- coding: utf-8 -*-
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,
    mock_modules,
    update_context,
    LinkcheckSummarizer,
    build_gallery,
)


# Mocking modules allows Sphinx to work without installing Ray.
mock_modules()

assert (
    "ray" not in sys.modules
), "If ray is already imported, we will not render documentation correctly!"

# 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/"))

import ray

# -- 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
    "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",
]

intersphinx_mapping = {
    "sklearn": ("https://scikit-learn.org/stable/", None),
}

# 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

# There's a flaky autodoc import for "TensorFlowVariables" that fails depending on the doc structure / order
# of imports.
# autodoc_mock_imports = ["ray.experimental.tf_utils"]

# 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.
from ray import __version__ as version

# The full version, including alpha/beta/rc tags.
release = version

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}"

# 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/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",
}




###########################################################################
#          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')

# Add RTD Theme only if they aren't overriding it already
using_rtd_theme = (
    (
        'html_theme' in globals() and
        html_theme in ['default'] and
        # Allow people to bail with a hack of having an html_style
        'html_style' not in globals()
    ) or 'html_theme' not in globals()
)
if using_rtd_theme:
    html_theme = 'sphinx_rtd_theme'
    html_style = None
    html_theme_options = {}


# This following legacy behavior will gradually be sliced out until its deprecated and removed.
# Skipped for Sphinx 6+
# Skipped by internal Feature flag SKIP_SPHINX_HTML_THEME_PATH
# Skipped by all new projects since SKIP_SPHINX_HTML_THEME_PATH's introduction (jan 2023)
if (
        using_rtd_theme
        and version_info < (6,0)
        and not False
    ):
    theme = importlib.import_module('sphinx_rtd_theme')
    if 'html_theme_path' in globals():
        html_theme_path.append(theme.get_html_theme_path())
    else:
        html_theme_path = [theme.get_html_theme_path()]

# Define websupport2_base_url and websupport2_static_url
if globals().get('websupport2_base_url', False):
    websupport2_base_url = 'https://readthedocs.com/websupport'
    websupport2_static_url = 'https://assets.readthedocs.com/'


#Add project information to the template context.
context = {
    'using_theme': using_rtd_theme,
    '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-2.6.1", "/en/releases-2.6.1/"),
    ("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': '2f876afe',
}

# 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/1648663/'

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'])

[rtd-command-info] start-time: 2023-08-08T20:07:51.189890Z, end-time: 2023-08-08T20:15:48.690961Z, duration: 477, exit-code: 0
python -m sphinx -T -E -W --keep-going -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v4.3.2
2023-08-08 20:07:52,938	WARNING __init__.py:21 -- Package pickle5 becomes unnecessary in Python 3.8 and above. Its presence may confuse libraries including Ray. Please uninstall the package.
loading translations [en]... done
making output directory... done
myst v0.15.2: MdParserConfig(renderer='sphinx', commonmark_only=False, enable_extensions=['dollarmath', 'amsmath', 'deflist', 'html_admonition', 'html_image', 'colon_fence', 'smartquotes', 'replacements'], dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area', disable_syntax=[], url_schemes=['http', 'https', 'mailto', 'ftp'], heading_anchors=None, heading_slug_func=None, html_meta=[], footnote_transition=True, substitutions=[], sub_delimiters=['{', '}'], words_per_minute=200)
[autosummary] generating autosummary for: _includes/_help.rst, _includes/_latest_contribution_doc.rst, _includes/clusters/announcement.rst, _includes/clusters/announcement_bottom.rst, _includes/core/announcement.rst, _includes/core/announcement_bottom.rst, _includes/data/announcement.rst, _includes/data/announcement_bottom.rst, _includes/overview/announcement.md, _includes/overview/announcement_bottom.md, ..., workflows/api/api.rst, workflows/api/execution.rst, workflows/api/management.rst, workflows/basics.rst, workflows/comparison.rst, workflows/events.rst, workflows/index.rst, workflows/key-concepts.rst, workflows/management.rst, workflows/metadata.rst
2023-08-08 20:07:57,189	WARNING collective.py:20 -- NCCL seems unavailable. Please install Cupy following the guide at: https://docs.cupy.dev/en/stable/install.html.
2023-08-08 20:08:02,017	WARNING compression.py:16 -- lz4 not available, disabling sample compression. This will significantly impact RLlib performance. To install lz4, run `pip install lz4`.
2023-08-08 20:08:02,116	WARNING deprecation.py:50 -- DeprecationWarning: `DirectStepOptimizer` has been deprecated. This will raise an error in the future!
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobDetails.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobStatus.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_info.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_logs.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.get_job_status.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.list_jobs.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.stop_job.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.get_metadata.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.get_output.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.get_output_async.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.get_status.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.list_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.resume.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.resume_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.resume_async.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.run.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/master/doc/source/workflows/api/doc/ray.workflow.run_async.rst
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/master/lib/python3.9/site-packages/nbformat/__init__.py:93: MissingIDFieldWarning: Code cell is missing an id field, this will become a hard error in future nbformat versions. You may want to use `normalize()` on your notebooks before validations (available since nbformat 5.1.4). Previous versions of nbformat are fixing this issue transparently, and will stop doing so in the future.
  validate(nb)
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/master/lib/python3.9/site-packages/nbformat/__init__.py:93: MissingIDFieldWarning: Code cell is missing an id field, this will become a hard error in future nbformat versions. You may want to use `normalize()` on your notebooks before validations (available since nbformat 5.1.4). Previous versions of nbformat are fixing this issue transparently, and will stop doing so in the future.
  validate(nb)
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writing output... [ 26%] ray-core/api/doc/ray.remote_function.RemoteFunction.options
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writing output... [ 26%] ray-core/api/doc/ray.runtime_context.RuntimeContext.actor_id
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writing output... [ 26%] ray-core/api/doc/ray.runtime_context.RuntimeContext.current_placement_group_id
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writing output... [ 26%] ray-core/api/doc/ray.runtime_context.RuntimeContext.get_actor_id
writing output... [ 26%] ray-core/api/doc/ray.runtime_context.RuntimeContext.get_assigned_resources
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writing output... [ 27%] ray-core/api/doc/ray.runtime_context.RuntimeContext.get_task_id
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writing output... [ 27%] ray-core/api/doc/ray.runtime_env.RuntimeEnv.clear
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writing output... [ 64%] serve/api/doc/ray.serve.schema.DeploymentDetails
writing output... [ 64%] serve/api/doc/ray.serve.schema.DeploymentSchema
writing output... [ 64%] serve/api/doc/ray.serve.schema.HTTPOptionsSchema
writing output... [ 64%] serve/api/doc/ray.serve.schema.RayActorOptionsSchema
writing output... [ 64%] serve/api/doc/ray.serve.schema.ReplicaDetails
writing output... [ 64%] serve/api/doc/ray.serve.schema.ServeApplicationSchema
writing output... [ 64%] serve/api/doc/ray.serve.schema.ServeDeploySchema
writing output... [ 64%] serve/api/doc/ray.serve.schema.ServeInstanceDetails
writing output... [ 64%] serve/api/doc/ray.serve.schema.ServeStatusSchema
writing output... [ 64%] serve/api/doc/ray.serve.shutdown
writing output... [ 64%] serve/api/doc/ray.serve.start
writing output... [ 64%] serve/api/index
writing output... [ 64%] serve/architecture
writing output... [ 64%] serve/configure-serve-deployment
writing output... [ 64%] serve/deploy-many-models/index
writing output... [ 64%] serve/deploy-many-models/model-multiplexing
writing output... [ 64%] serve/deploy-many-models/multi-app
writing output... [ 64%] serve/develop-and-deploy
writing output... [ 64%] serve/getting_started
writing output... [ 64%] serve/http-guide
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writing output... [ 64%] serve/key-concepts
writing output... [ 64%] serve/model_composition
writing output... [ 64%] serve/monitoring
writing output... [ 64%] serve/production-guide/best-practices
writing output... [ 64%] serve/production-guide/config
writing output... [ 64%] serve/production-guide/docker
writing output... [ 64%] serve/production-guide/fault-tolerance
writing output... [ 64%] serve/production-guide/handling-dependencies
writing output... [ 64%] serve/production-guide/index
writing output... [ 65%] serve/production-guide/kubernetes
writing output... [ 65%] serve/scaling-and-resource-allocation
writing output... [ 65%] serve/tutorials/batch
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writing output... [ 65%] serve/tutorials/deployment-graph-patterns/branching_input
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writing output... [ 65%] serve/tutorials/deployment-graph-patterns/linear_pipeline
writing output... [ 65%] serve/tutorials/gradio-dag-visualization
writing output... [ 65%] serve/tutorials/gradio-integration
writing output... [ 65%] serve/tutorials/index
writing output... [ 65%] serve/tutorials/java
writing output... [ 65%] serve/tutorials/object-detection
writing output... [ 65%] serve/tutorials/rllib
writing output... [ 65%] serve/tutorials/serve-ml-models
writing output... [ 65%] serve/tutorials/stable-diffusion
writing output... [ 65%] serve/tutorials/streaming
writing output... [ 65%] serve/tutorials/text-classification
writing output... [ 65%] train/api/api
writing output... [ 65%] train/api/doc/ray.train.Checkpoint
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.__init__
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.as_directory
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.from_bytes
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.from_checkpoint
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.from_dict
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.from_directory
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.from_uri
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.get_internal_representation
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.get_preprocessor
writing output... [ 65%] train/api/doc/ray.train.Checkpoint.path
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writing output... [ 65%] train/api/doc/ray.train.Checkpoint.to_bytes
writing output... [ 66%] train/api/doc/ray.train.Checkpoint.to_dict
writing output... [ 66%] train/api/doc/ray.train.Checkpoint.to_directory
writing output... [ 66%] train/api/doc/ray.train.Checkpoint.to_uri
writing output... [ 66%] train/api/doc/ray.train.Checkpoint.uri
writing output... [ 66%] train/api/doc/ray.train.DataConfig
writing output... [ 66%] train/api/doc/ray.train.DataConfig.__init__
writing output... [ 66%] train/api/doc/ray.train.DataConfig.configure
writing output... [ 66%] train/api/doc/ray.train.DataConfig.default_ingest_options
writing output... [ 66%] train/api/doc/ray.train.backend.Backend
writing output... [ 66%] train/api/doc/ray.train.backend.BackendConfig
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.__init__
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_experiment_name
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_local_rank
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_local_world_size
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_node_rank
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_trial_dir
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_trial_id
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_trial_name
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_trial_resources
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_world_rank
writing output... [ 66%] train/api/doc/ray.train.context.TrainContext.get_world_size
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer.as_trainable
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer.can_restore
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer.fit
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer.get_dataset_config
writing output... [ 66%] train/api/doc/ray.train.data_parallel_trainer.DataParallelTrainer.restore
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writing output... [ 66%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer
writing output... [ 67%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer.as_trainable
writing output... [ 67%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer.can_restore
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writing output... [ 67%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer.preprocess_datasets
writing output... [ 67%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer.restore
writing output... [ 67%] train/api/doc/ray.train.gbdt_trainer.GBDTTrainer.setup
writing output... [ 67%] train/api/doc/ray.train.get_context
writing output... [ 67%] train/api/doc/ray.train.get_dataset_shard
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.backend_cls
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.key
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.nics
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writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.ssh_identity_file
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.ssh_port
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.ssh_str
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.start_timeout
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.timeout_s
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodConfig.verbose
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.as_trainable
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.can_restore
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.fit
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.get_dataset_config
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.restore
writing output... [ 67%] train/api/doc/ray.train.horovod.HorovodTrainer.setup
writing output... [ 67%] train/api/doc/ray.train.huggingface.AccelerateTrainer
writing output... [ 67%] train/api/doc/ray.train.huggingface.AccelerateTrainer.can_restore
writing output... [ 67%] train/api/doc/ray.train.huggingface.AccelerateTrainer.fit
writing output... [ 67%] train/api/doc/ray.train.huggingface.AccelerateTrainer.get_dataset_config
writing output... [ 67%] train/api/doc/ray.train.huggingface.AccelerateTrainer.restore
writing output... [ 68%] train/api/doc/ray.train.huggingface.AccelerateTrainer.setup
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.__init__
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.as_directory
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_bytes
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_checkpoint
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_dict
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_directory
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_model
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.from_uri
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.get_internal_representation
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.get_model
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.get_preprocessor
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.get_tokenizer
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.get_training_arguments
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.path
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.set_preprocessor
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.to_bytes
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.to_dict
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.to_directory
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.to_uri
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersCheckpoint.uri
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.as_trainable
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.can_restore
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.fit
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.get_dataset_config
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.restore
writing output... [ 68%] train/api/doc/ray.train.huggingface.TransformersTrainer.setup
writing output... [ 68%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint
writing output... [ 68%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.__init__
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.as_directory
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_bytes
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_checkpoint
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_dict
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_directory
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_model
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.from_uri
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.get_internal_representation
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.get_model
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.get_preprocessor
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.path
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.set_preprocessor
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writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.to_dict
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.to_directory
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.to_uri
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMCheckpoint.uri
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMTrainer
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMTrainer.as_trainable
writing output... [ 69%] train/api/doc/ray.train.lightgbm.LightGBMTrainer.can_restore
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writing output... [ 69%] train/api/doc/ray.train.lightning.LightningCheckpoint
writing output... [ 69%] train/api/doc/ray.train.lightning.LightningCheckpoint.as_directory
writing output... [ 69%] train/api/doc/ray.train.lightning.LightningCheckpoint.from_bytes
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writing output... [ 69%] train/api/doc/ray.train.lightning.LightningCheckpoint.from_dict
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writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.from_path
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.from_state_dict
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writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.get_model
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.get_preprocessor
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writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.to_dict
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.to_directory
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.to_uri
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningCheckpoint.uri
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.__init__
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.build
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.checkpointing
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.fit_params
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.module
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.strategy
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningConfigBuilder.trainer
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.call_model
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.from_checkpoint
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.from_pandas_udf
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.get_preprocessor
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.predict
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningPredictor.preferred_batch_format
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writing output... [ 70%] train/api/doc/ray.train.lightning.LightningTrainer
writing output... [ 70%] train/api/doc/ray.train.lightning.LightningTrainer.as_trainable
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writing output... [ 71%] train/api/doc/ray.train.lightning.LightningTrainer.get_dataset_config
writing output... [ 71%] train/api/doc/ray.train.lightning.LightningTrainer.restore
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writing output... [ 71%] train/api/doc/ray.train.mosaic.MosaicTrainer
writing output... [ 71%] train/api/doc/ray.train.mosaic.MosaicTrainer.as_trainable
writing output... [ 71%] train/api/doc/ray.train.mosaic.MosaicTrainer.can_restore
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writing output... [ 71%] train/api/doc/ray.train.mosaic.MosaicTrainer.get_dataset_config
writing output... [ 71%] train/api/doc/ray.train.mosaic.MosaicTrainer.setup
writing output... [ 71%] train/api/doc/ray.train.report
writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint
writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint.__init__
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writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint.from_dict
writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint.from_directory
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writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint.get_preprocessor
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writing output... [ 71%] train/api/doc/ray.train.sklearn.SklearnCheckpoint.to_dict
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writing output... [ 72%] train/api/doc/ray.train.sklearn.SklearnTrainer
writing output... [ 72%] train/api/doc/ray.train.sklearn.SklearnTrainer.as_trainable
writing output... [ 72%] train/api/doc/ray.train.sklearn.SklearnTrainer.can_restore
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writing output... [ 72%] train/api/doc/ray.train.sklearn.SklearnTrainer.preprocess_datasets
writing output... [ 72%] train/api/doc/ray.train.sklearn.SklearnTrainer.restore
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.as_directory
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.from_bytes
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.from_directory
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.from_uri
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.get_model
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.get_preprocessor
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.path
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.set_preprocessor
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.to_bytes
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.to_dict
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.to_directory
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowCheckpoint.uri
writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowConfig
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writing output... [ 72%] train/api/doc/ray.train.tensorflow.TensorflowTrainer
writing output... [ 73%] train/api/doc/ray.train.tensorflow.TensorflowTrainer.as_trainable
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writing output... [ 73%] train/api/doc/ray.train.tensorflow.TensorflowTrainer.get_dataset_config
writing output... [ 73%] train/api/doc/ray.train.tensorflow.TensorflowTrainer.restore
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writing output... [ 73%] train/api/doc/ray.train.tensorflow.prepare_dataset_shard
writing output... [ 73%] train/api/doc/ray.train.torch.TorchCheckpoint
writing output... [ 73%] train/api/doc/ray.train.torch.TorchCheckpoint.__init__
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writing output... [ 73%] train/api/doc/ray.train.torch.TorchCheckpoint.from_bytes
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generating indices... genindex py-modindex done
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