Read the Docs build information
Build id: 1765154
Project: anyscale-ray
Version: 40171
Commit: b132a6a281f45b518554309feae2ee771d62c099
Date: 2023-10-06T00:32:30.032730Z
State: finished
Success: False


[rtd-command-info] start-time: 2023-10-06T00:32:36.733417Z, end-time: 2023-10-06T00:32:48.523178Z, duration: 11, exit-code: 0
git clone --depth 1 https://github.com/ray-project/ray .
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Updating files: 100% (7390/7390), done.

[rtd-command-info] start-time: 2023-10-06T00:32:48.972474Z, end-time: 2023-10-06T00:32:49.841093Z, duration: 0, exit-code: 0
git fetch origin --force --prune --prune-tags --depth 50 pull/40171/head:external-40171
From https://github.com/ray-project/ray
 * [new ref]         refs/pull/40171/head -> external-40171

[rtd-command-info] start-time: 2023-10-06T00:32:50.685775Z, end-time: 2023-10-06T00:32:51.414930Z, duration: 0, exit-code: 0
git checkout --force b132a6a281f45b518554309feae2ee771d62c099
Note: switching to 'b132a6a281f45b518554309feae2ee771d62c099'.

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 b132a6a [train] update some imports from ray.air to ray.train

[rtd-command-info] start-time: 2023-10-06T00:32:51.831757Z, end-time: 2023-10-06T00:32:51.916829Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-10-06T00:32:52.437522Z, end-time: 2023-10-06T00:32:52.504073Z, duration: 0, exit-code: 0
cat .readthedocs.yaml
# .readthedocs.yaml
# Read the Docs configuration file
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details

# Required
version: 2

# Set the version of Python and other tools you might need
build:
  os: ubuntu-22.04
  tools:
    python: "3.10"

# Build documentation in the docs/ directory with Sphinx
sphinx:
  configuration: doc/source/conf.py
  fail_on_warning: true

# We recommend specifying your dependencies to enable reproducible builds:
# https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
python:
  install:
    - requirements: doc/requirements-doc.txt

[rtd-command-info] start-time: 2023-10-06T00:33:03.004217Z, end-time: 2023-10-06T00:33:03.090690Z, duration: 0, exit-code: 0
asdf global python 3.10.12


[rtd-command-info] start-time: 2023-10-06T00:33:03.933480Z, end-time: 2023-10-06T00:33:04.952858Z, duration: 1, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.10.12.final.0-64 in 688ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/40171, clear=False, no_vcs_ignore=False, global=False)
  seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv)
    added seed packages: pip==21.2.3, setuptools==57.4.0, wheel==0.37.0
  activators BashActivator,CShellActivator,FishActivator,PowerShellActivator,PythonActivator

[rtd-command-info] start-time: 2023-10-06T00:33:05.397372Z, end-time: 2023-10-06T00:33:15.926622Z, duration: 10, exit-code: 0
python -m pip install --upgrade --no-cache-dir pip setuptools
Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/40171/lib/python3.10/site-packages (21.2.3)
Collecting pip
  Downloading pip-23.2.1-py3-none-any.whl (2.1 MB)
Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/40171/lib/python3.10/site-packages (57.4.0)
Collecting setuptools
  Downloading setuptools-68.2.2-py3-none-any.whl (807 kB)
Installing collected packages: setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 57.4.0
    Uninstalling setuptools-57.4.0:
      Successfully uninstalled setuptools-57.4.0
  Attempting uninstall: pip
    Found existing installation: pip 21.2.3
    Uninstalling pip-21.2.3:
      Successfully uninstalled pip-21.2.3
Successfully installed pip-23.2.1 setuptools-68.2.2

[rtd-command-info] start-time: 2023-10-06T00:33:16.465966Z, end-time: 2023-10-06T00:33:23.689973Z, duration: 7, exit-code: 0
python -m pip install --upgrade --no-cache-dir sphinx readthedocs-sphinx-ext
Collecting sphinx
  Obtaining dependency information for sphinx from https://files.pythonhosted.org/packages/b2/b6/8ed35256aa530a9d3da15d20bdc0ba888d5364441bb50a5a83ee7827affe/sphinx-7.2.6-py3-none-any.whl.metadata
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  Obtaining dependency information for docutils<0.21,>=0.18.1 from https://files.pythonhosted.org/packages/26/87/f238c0670b94533ac0353a4e2a1a771a0cc73277b88bff23d3ae35a256c1/docutils-0.20.1-py3-none-any.whl.metadata
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Installing collected packages: snowballstemmer, urllib3, sphinxcontrib-jsmath, Pygments, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, requests, Jinja2, readthedocs-sphinx-ext, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, sphinx
Successfully installed Jinja2-3.1.2 MarkupSafe-2.1.3 Pygments-2.16.1 alabaster-0.7.13 babel-2.13.0 certifi-2023.7.22 charset-normalizer-3.3.0 docutils-0.20.1 idna-3.4 imagesize-1.4.1 packaging-23.2 readthedocs-sphinx-ext-2.2.3 requests-2.31.0 snowballstemmer-2.2.0 sphinx-7.2.6 sphinxcontrib-applehelp-1.0.7 sphinxcontrib-devhelp-1.0.5 sphinxcontrib-htmlhelp-2.0.4 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.6 sphinxcontrib-serializinghtml-1.1.9 urllib3-2.0.6

[rtd-command-info] start-time: 2023-10-06T00:33:24.119878Z, end-time: 2023-10-06T00:34:34.498869Z, duration: 70, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r doc/requirements-doc.txt
Collecting git+https://github.com/ray-project/tune-sklearn@master#tune-sklearn (from -r doc/requirements-doc.txt (line 3))
  Cloning https://github.com/ray-project/tune-sklearn (to revision master) to /tmp/pip-req-build-swmu9vo2
  Running command git clone --filter=blob:none --quiet https://github.com/ray-project/tune-sklearn /tmp/pip-req-build-swmu9vo2
  Resolved https://github.com/ray-project/tune-sklearn to commit 6e813e18fb43156d32f0958794881c7c12d14f17
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Successfully built sphinxemoji sphinx-jsonschema sphinx-sitemap sphinxcontrib-redoc tune-sklearn
Installing collected packages: webencodings, wcwidth, types-python-dateutil, pytz, pure-eval, ptyprocess, pickleshare, mistune, json5, ipython-genutils, fastjsonschema, executing, backcall, zipp, websocket-client, webcolors, urllib3, uri-template, tzdata, typing-extensions, traitlets, tornado, tomli, toml, tinycss2, threadpoolctl, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, soupsieve, sniffio, smmap, six, send2trash, rfc3986-validator, pyzmq, pyyaml, python-json-logger, pyrsistent, Pygments, pycparser, psutil, protobuf, prompt-toolkit, prometheus-client, platformdirs, pexpect, parso, pandocfilters, overrides, numpy, nest-asyncio, msgpack, lxml, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, joblib, Jinja2, greenlet, fsspec, frozenlist, fqdn, filelock, exceptiongroup, entrypoints, docutils, defusedxml, decorator, debugpy, colorama, click, attrs, terminado, tensorboardX, sqlalchemy, scipy, rfc3339-validator, python-dateutil, pydantic, pyarrow, matplotlib-inline, markdown-it-py, jupyter-core, jsonschema, jedi, importlib-metadata, gitdb, comm, cffi, bleach, beautifulsoup4, async-lru, asttokens, anyio, aiosignal, watchfiles, stack-data, sphinx-jsonschema, sphinx, scikit-learn, ray, pandas, nbformat, mdit-py-plugins, jupyter-server-terminals, jupyter-client, GitPython, arrow, argon2-cffi-bindings, sphinxemoji, sphinxcontrib-redoc, sphinx-version-warning, sphinx-togglebutton, sphinx-tabs, sphinx-sitemap, sphinx-remove-toctrees, sphinx-external-toc, sphinx_design, sphinx-copybutton, sphinx-click, pydata-sphinx-theme, nbclient, myst-parser, jupytext, isoduration, ipython, autodoc_pydantic, argon2-cffi, tune-sklearn, sphinx-book-theme, nbconvert, ipykernel, jupyter-events, jupyter-server, notebook-shim, jupyterlab-server, jupyter-server-mathjax, jupyter-lsp, nbdime, jupyterlab, notebook, jupyter-cache, widgetsnbextension, ipywidgets, jupyter-sphinx, myst-nb
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Successfully installed GitPython-3.1.37 Jinja2-3.0.3 Pygments-2.13.0 aiosignal-1.3.1 anyio-4.0.0 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.3.0 asttokens-2.4.0 async-lru-2.0.4 attrs-21.4.0 autodoc_pydantic-1.6.1 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.0.0 cffi-1.16.0 click-8.1.7 colorama-0.4.6 comm-0.1.4 debugpy-1.8.0 decorator-5.1.1 defusedxml-0.7.1 docutils-0.17.1 entrypoints-0.4 exceptiongroup-1.1.3 executing-2.0.0 fastjsonschema-2.18.1 filelock-3.12.4 fqdn-1.5.1 frozenlist-1.4.0 fsspec-2023.9.2 gitdb-4.0.10 greenlet-3.0.0 importlib-metadata-6.8.0 ipykernel-6.25.2 ipython-8.16.1 ipython-genutils-0.2.0 ipywidgets-7.8.1 isoduration-20.11.0 jedi-0.19.1 joblib-1.3.2 json5-0.9.14 jsonpointer-2.4 jsonschema-4.17.3 jupyter-cache-0.4.3 jupyter-client-8.3.1 jupyter-core-5.3.2 jupyter-events-0.6.3 jupyter-lsp-2.2.0 jupyter-server-2.7.3 jupyter-server-mathjax-0.2.6 jupyter-server-terminals-0.4.4 jupyter-sphinx-0.3.2 jupyterlab-4.0.6 jupyterlab-pygments-0.2.2 jupyterlab-server-2.24.0 jupyterlab-widgets-1.1.7 jupytext-1.13.6 lxml-4.9.3 markdown-it-py-1.1.0 matplotlib-inline-0.1.6 mdit-py-plugins-0.2.8 mistune-0.8.4 msgpack-1.0.7 myst-nb-0.13.1 myst-parser-0.15.2 nbclient-0.5.13 nbconvert-6.5.4 nbdime-3.2.1 nbformat-5.9.2 nest-asyncio-1.5.8 notebook-7.0.4 notebook-shim-0.2.3 numpy-1.26.0 overrides-7.4.0 pandas-2.1.1 pandocfilters-1.5.0 parso-0.8.3 pexpect-4.8.0 pickleshare-0.7.5 platformdirs-3.11.0 prometheus-client-0.17.1 prompt-toolkit-3.0.39 protobuf-4.24.4 psutil-5.9.5 ptyprocess-0.7.0 pure-eval-0.2.2 pyarrow-13.0.0 pycparser-2.21 pydantic-1.10.13 pydata-sphinx-theme-0.8.1 pyrsistent-0.19.3 python-dateutil-2.8.2 python-json-logger-2.0.7 pytz-2023.3.post1 pyyaml-6.0.1 pyzmq-25.1.1 ray-2.7.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 scikit-learn-1.3.1 scipy-1.11.3 send2trash-1.8.2 six-1.16.0 smmap-5.0.1 sniffio-1.3.0 soupsieve-2.5 sphinx-4.3.2 sphinx-book-theme-0.3.3 sphinx-click-3.0.2 sphinx-copybutton-0.4.0 sphinx-external-toc-0.2.4 sphinx-jsonschema-1.17.2 sphinx-remove-toctrees-0.0.3 sphinx-sitemap-2.2.0 sphinx-tabs-3.4.0 sphinx-togglebutton-0.2.3 sphinx-version-warning-1.1.2 sphinx_design-0.4.1 sphinxcontrib-applehelp-1.0.4 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-redoc-1.6.0 sphinxcontrib-serializinghtml-1.1.5 sphinxemoji-0.2.0 sqlalchemy-1.4.49 stack-data-0.6.3 tensorboardX-2.6.2.2 terminado-0.17.1 threadpoolctl-3.2.0 tinycss2-1.2.1 toml-0.10.2 tomli-2.0.1 tornado-6.3.3 traitlets-5.11.2 tune-sklearn-0.4.6 types-python-dateutil-2.8.19.14 typing-extensions-4.8.0 tzdata-2023.3 uri-template-1.3.0 urllib3-1.26.17 watchfiles-0.20.0 wcwidth-0.2.8 webcolors-1.13 webencodings-0.5.1 websocket-client-1.6.3 widgetsnbextension-3.6.6 zipp-3.17.0

[rtd-command-info] start-time: 2023-10-06T00:34:40.671695Z, end-time: 2023-10-06T00:34:40.733952Z, duration: 0, exit-code: 0
cat doc/source/conf.py
from datetime import datetime
from pathlib import Path
from importlib import import_module
import os
import sys
from jinja2.filters import FILTERS

sys.path.insert(0, os.path.abspath("."))
from custom_directives import (
    DownloadAndPreprocessEcosystemDocs,
    update_context,
    LinkcheckSummarizer,
    build_gallery,
)

# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
sys.path.insert(0, os.path.abspath("../../python/"))

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

# The name of a reST role (builtin or Sphinx extension) to use as the default role, that
# is, for text marked up `like this`. This can be set to 'py:obj' to make `filter` a
# cross-reference to the Python function “filter”. The default is None, which doesn’t
# reassign the default role.

default_role = "py:obj"

sys.path.append(os.path.abspath("./_ext"))

extensions = [
    "callouts",  # custom extension from _ext folder
    "queryparamrefs",
    "sphinx.ext.autodoc",
    "sphinx.ext.viewcode",
    "sphinx.ext.napoleon",
    "sphinx_click.ext",
    "sphinx-jsonschema",
    "sphinxemoji.sphinxemoji",
    "sphinx_copybutton",
    "versionwarning.extension",
    "sphinx_sitemap",
    "myst_nb",
    "sphinx.ext.doctest",
    "sphinx.ext.coverage",
    "sphinx.ext.autosummary",
    "sphinx_external_toc",
    "sphinxcontrib.autodoc_pydantic",
    "sphinxcontrib.redoc",
    "sphinx_tabs.tabs",
    "sphinx_remove_toctrees",
    "sphinx_design",
    "sphinx.ext.intersphinx",
]

# Prune deep toc-trees on demand for smaller html and faster builds.
# This only effects the navigation bar, not the content.
if os.getenv("FAST", False):
    remove_from_toctrees = [
        "data/api/doc/*",
        "ray-air/api/doc/*",
        "ray-core/api/doc/*",
        "ray-observability/api/state/doc/*",
        "serve/api/doc/*",
        "train/api/doc/*",
        "tune/api/doc/*",
        "workflows/api/doc/*",
        "cluster/running-applications/job-submission/doc/*",
        "serve/production-guide/*",
        "serve/tutorials/deployment-graph-patterns/*",
        "rllib/package_ref/env/*",
        "rllib/package_ref/policy/*",
        "rllib/package_ref/evaluation/*",
        "rllib/package_ref/utils/*",
        "workflows/api/*",
        "cluster/kubernetes/user-guides/*",
        "cluster/kubernetes/examples/*",
        "cluster/vms/user-guides/*",
        "cluster/running-applications/job-submission/*",
        "ray-core/actors/*",
        "ray-core/objects/*",
        "ray-core/scheduling/*",
        "ray-core/tasks/*",
        "ray-core/patterns/*",
        "tune/examples/*",
    ]

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

# Cache notebook outputs in _build/.jupyter_cache
# To prevent notebook execution, set this to "off". To force re-execution, set this to "force".
# To cache previous runs, set this to "cache".
jupyter_execute_notebooks = os.getenv("RUN_NOTEBOOKS", "off")

external_toc_exclude_missing = False
external_toc_path = "_toc.yml"

html_extra_path = ["robots.txt"]

html_baseurl = "https://docs.ray.io/en/latest"

# This pattern matches:
# - Python Repl prompts (">>> ") and it's continuation ("... ")
# - Bash prompts ("$ ")
# - IPython prompts ("In []: ", "In [999]: ") and it's continuations
#   ("  ...: ", "     : ")
copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.\.\.: | {5,8}: "
copybutton_prompt_is_regexp = True

# By default, tabs can be closed by selecting an open tab. We disable this
# functionality with the `sphinx_tabs_disable_tab_closing` option.
sphinx_tabs_disable_tab_closing = True

# Special mocking of packaging.version.Version is required when using sphinx;
# we can't just add this to autodoc_mock_imports, as packaging is imported by
# sphinx even before it can be mocked. Instead, we patch it here.
import packaging

Version = packaging.version.Version


class MockVersion(Version):
    def __init__(self, version: str):
        if isinstance(version, (str, bytes)):
            super().__init__(version)
        else:
            super().__init__("0")


packaging.version.Version = MockVersion

# This is used to suppress warnings about explicit "toctree" directives.
suppress_warnings = ["etoc.toctree"]

versionwarning_admonition_type = "note"
versionwarning_banner_title = "Join the Ray Discuss Forums!"

FORUM_LINK = "https://discuss.ray.io"
versionwarning_messages = {
    # Re-enable this after Ray Summit.
    # "latest": (
    #     "This document is for the latest pip release. "
    #     'Visit the <a href="/en/master/">master branch documentation here</a>.'
    # ),
    # "master": (
    #     "<b>Got questions?</b> Join "
    #     f'<a href="{FORUM_LINK}">the Ray Community forum</a> '
    #     "for Q&A on all things Ray, as well as to share and learn use cases "
    #     "and best practices with the Ray community."
    # ),
}

versionwarning_body_selector = "#main-content"

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

# The encoding of source files.
# source_encoding = 'utf-8-sig'

# The master toctree document.
master_doc = "index"

# General information about the project.
project = "Ray"
copyright = str(datetime.now().year) + ", The Ray Team"
author = "The Ray Team"

# The version info for the project you're documenting, acts as replacement for
# |version| and |release|, also used in various other places throughout the
# built documents. Retrieve the version using `find_version` rather than importing
# directly (from ray import __version__) because initializing ray will prevent
# mocking of certain external dependencies.
from setup import find_version

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

language = None

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# Also helps resolve warnings about documents not included in any toctree.
exclude_patterns = [
    "templates/*",
    "cluster/running-applications/doc/ray.*",
]

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

all_toc_libs = [f.path for f in os.scandir(".") if f.is_dir() and "ray-" in f.path]
all_toc_libs += [
    "cluster",
    "tune",
    "data",
    "train",
    "rllib",
    "serve",
    "workflows",
]
if build_one_lib and build_one_lib in all_toc_libs:
    all_toc_libs.remove(build_one_lib)
    exclude_patterns += all_toc_libs


# The name of the Pygments (syntax highlighting) style to use.
pygments_style = "lovelace"


# If true, `todo` and `todoList` produce output, else they produce nothing.
todo_include_todos = False

# Do not check anchors for links because it produces many false positives
# and is slow (it needs to download the linked website).
linkcheck_anchors = False

# Only check external links, i.e. the ones starting with http:// or https://.
linkcheck_ignore = [
    r"^((?!http).)*$",  # exclude links not starting with http
    "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf",  # broken
    "https://mvnrepository.com/artifact/*",  # working but somehow not with linkcheck
    # This should be fixed -- is temporal the successor of cadence? Do the examples need to be updated?
    "https://github.com/serverlessworkflow/specification/blob/main/comparisons/comparison-cadence.md",
    # TODO(richardliaw): The following probably needs to be fixed in the tune_sklearn package
    "https://scikit-optimize.github.io/stable/modules/",
    "https://www.oracle.com/java/technologies/javase-jdk15-downloads.html",  # forbidden for client
    "https://speakerdeck.com/*",  # forbidden for bots
    r"https://huggingface.co/*",  # seems to be flaky
    r"https://www.meetup.com/*",  # seems to be flaky
    r"https://www.pettingzoo.ml/*",  # seems to be flaky
    r"http://localhost[:/].*",  # Ignore localhost links
    r"^http:/$",  # Ignore incomplete links
    # 403 Client Error: Forbidden for url.
    # They ratelimit bots.
    "https://www.datanami.com/2018/02/01/rays-new-library-targets-high-speed-reinforcement-learning/",
    # 403 Client Error: Forbidden for url.
    # They ratelimit bots.
    "https://www.researchgate.net/publication/222573328_Stochastic_Gradient_Boosting",
    "https://www.datanami.com/2019/11/05/why-every-python-developer-will-love-ray/",
    "https://dev.mysql.com/doc/connector-python/en/",
    # Returning 522s intermittently.
    "https://lczero.org/",
    # Returns 429 errors in Linkcheck due to too many requests
    "https://archive.is/2022.12.16-171259/https://www.businessinsider.com/openai-chatgpt-trained-on-anyscale-ray-generative-lifelike-ai-models-2022-12",
    # Returns 406 but remains accessible
    "https://www.uber.com/blog/elastic-xgboost-ray/",
]

# -- Options for HTML output ----------------------------------------------

# The theme to use for HTML and HTML Help pages.  See the documentation for
# a list of builtin themes.
html_theme = "sphinx_book_theme"

# Theme options are theme-specific and customize the look and feel of a theme
# further.  For a list of options available for each theme, see the
# documentation.
html_theme_options = {
    "repository_url": "https://github.com/ray-project/ray",
    "use_repository_button": True,
    "use_issues_button": True,
    "use_edit_page_button": True,
    "path_to_docs": "doc/source",
    "home_page_in_toc": True,
    "show_navbar_depth": 1,
    "announcement": "<div class='topnav'></div>",
}

# Add any paths that contain custom themes here, relative to this directory.
# html_theme_path = []

# The name for this set of Sphinx documents.  If None, it defaults to
# "<project> v<release> documentation".
html_title = f"Ray {release}"

autodoc_typehints_format = "short"

# A shorter title for the navigation bar.  Default is the same as html_title.
# html_short_title = None

# The name of an image file (within the static path) to use as favicon of the
# docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
# pixels large.
html_favicon = "_static/favicon.ico"

# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ["_static"]


# Output file base name for HTML help builder.
htmlhelp_basename = "Raydoc"

# -- Options for LaTeX output ---------------------------------------------

latex_elements = {
    # The paper size ('letterpaper' or 'a4paper').
    # 'papersize': 'letterpaper',
    # The font size ('10pt', '11pt' or '12pt').
    # 'pointsize': '10pt',
    # Additional stuff for the LaTeX preamble.
    # 'preamble': '',
    # Latex figure (float) alignment
    # 'figure_align': 'htbp',
}

latex_documents = [
    (master_doc, "Ray.tex", "Ray Documentation", author, "manual"),
]

# -- Options for manual page output ---------------------------------------

man_pages = [(master_doc, "ray", "Ray Documentation", [author], 1)]

# -- Options for Texinfo output -------------------------------------------
texinfo_documents = [
    (
        master_doc,
        "Ray",
        "Ray Documentation",
        author,
        "Ray",
        "Ray provides a simple, universal API for building distributed applications.",
        "Miscellaneous",
    ),
]

# Python methods should be presented in source code order
autodoc_member_order = "bysource"

# Better typehint formatting (see custom.css)
autodoc_typehints = "signature"


def filter_out_undoc_class_members(member_name, class_name, module_name):
    module = import_module(module_name)
    cls = getattr(module, class_name)
    if getattr(cls, member_name).__doc__:
        return f"~{class_name}.{member_name}"
    else:
        return ""


FILTERS["filter_out_undoc_class_members"] = filter_out_undoc_class_members

# Add a render priority for doctest
nb_render_priority = {
    "doctest": (),
    "html": (
        "application/vnd.jupyter.widget-view+json",
        "application/javascript",
        "text/html",
        "image/svg+xml",
        "image/png",
        "image/jpeg",
        "text/markdown",
        "text/latex",
        "text/plain",
    ),
}


def setup(app):
    # NOTE: 'MOCK' is a custom option we introduced to illustrate mock outputs. Since
    # `doctest` doesn't support this flag by default, `sphinx.ext.doctest` raises
    # warnings when we build the documentation.
    import doctest

    doctest.register_optionflag("MOCK")

    app.connect("html-page-context", update_context)

    # Custom CSS
    app.add_css_file("css/custom.css", priority=800)
    app.add_css_file(
        "https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.css"
    )
    # https://github.com/ines/termynal
    app.add_css_file("css/termynal.css")

    # Custom JS
    app.add_js_file(
        "https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.js",
        defer="defer",
    )
    app.add_js_file("js/docsearch.js", defer="defer")
    app.add_js_file("js/csat.js", defer="defer")

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

    app.add_js_file("js/top-navigation.js", defer="defer")

    base_path = Path(__file__).parent
    github_docs = DownloadAndPreprocessEcosystemDocs(base_path)
    # Download docs from ecosystem library repos
    app.connect("builder-inited", github_docs.write_new_docs)
    # Restore original file content after build
    app.connect("build-finished", github_docs.write_original_docs)

    # Hook into the logger used by linkcheck to display a summary at the end.
    linkcheck_summarizer = LinkcheckSummarizer()
    app.connect("builder-inited", linkcheck_summarizer.add_handler_to_linkcheck)
    app.connect("build-finished", linkcheck_summarizer.summarize)

    # Create galleries on the fly
    app.connect("builder-inited", build_gallery)

    # tag filtering system
    app.add_js_file("js/tags.js")


redoc = [
    {
        "name": "Ray Jobs API",
        "page": "cluster/running-applications/job-submission/api",
        "spec": "cluster/running-applications/job-submission/openapi.yml",
        "embed": True,
    },
]

redoc_uri = "https://cdn.redoc.ly/redoc/latest/bundles/redoc.standalone.js"

autosummary_filename_map = {
    "ray.serve.deployment": "ray.serve.deployment_decorator",
    "ray.serve.Deployment": "ray.serve.Deployment",
}

# Mock out external dependencies here.
autodoc_mock_imports = [
    "aiohttp",
    "composer",
    "dask",
    "datasets",
    "fastapi",
    "fsspec",
    "grpc",
    "gymnasium",
    "horovod",
    "huggingface",
    "joblib",
    "lightgbm",
    "lightgbm_ray",
    "nevergrad",
    "numpy",
    "pandas",
    "pyarrow",
    "pytorch_lightning",
    "scipy",
    "setproctitle",
    "skimage",
    "sklearn",
    "skopt",
    "starlette",
    "tensorflow",
    "torch",
    "torchvision",
    "transformers",
    "tree",
    "uvicorn",
    "wandb",
    "watchfiles",
    "xgboost",
    "xgboost_ray",
    # Internal compiled modules
    "ray._raylet",
    "ray.core.generated",
    "ray.serve.generated",
]


for mock_target in autodoc_mock_imports:
    assert mock_target not in sys.modules, (
        f"Problematic mock target ({mock_target}) found; "
        "autodoc_mock_imports cannot mock modules that have already"
        "been loaded into sys.modules when the sphinx build starts."
    )

from sphinx.ext import autodoc


class MockedClassDocumenter(autodoc.ClassDocumenter):
    def add_line(self, line: str, source: str, *lineno: int) -> None:
        if line == "   Bases: :py:class:`object`":
            return
        super().add_line(line, source, *lineno)


autodoc.ClassDocumenter = MockedClassDocumenter

# Other sphinx docs can be linked to if the appropriate URL to the docs
# is specified in the `intersphinx_mapping` - for example, types annotations
# that are defined in dependencies can link to their respective documentation.
intersphinx_mapping = {
    "aiohttp": ("https://docs.aiohttp.org/en/stable/", None),
    "composer": ("https://docs.mosaicml.com/en/latest/", None),
    "dask": ("https://docs.dask.org/en/stable/", None),
    "datasets": ("https://huggingface.co/docs/datasets/main/en/", None),
    "distributed": ("https://distributed.dask.org/en/stable/", None),
    "grpc": ("https://grpc.github.io/grpc/python/", None),
    "gymnasium": ("https://gymnasium.farama.org/", None),
    "horovod": ("https://horovod.readthedocs.io/en/stable/", None),
    "lightgbm": ("https://lightgbm.readthedocs.io/en/latest/", None),
    "mars": ("https://mars-project.readthedocs.io/en/latest/", None),
    "modin": ("https://modin.readthedocs.io/en/stable/", None),
    "nevergrad": ("https://facebookresearch.github.io/nevergrad/", None),
    "numpy": ("https://numpy.org/doc/stable/", None),
    "pandas": ("https://pandas.pydata.org/pandas-docs/stable/", None),
    "pyarrow": ("https://arrow.apache.org/docs", None),
    "pymongoarrow": ("https://mongo-arrow.readthedocs.io/en/latest/", None),
    "pyspark": ("https://spark.apache.org/docs/latest/api/python/", None),
    "python": ("https://docs.python.org/3", None),
    "pytorch_lightning": ("https://lightning.ai/docs/pytorch/stable/", None),
    "scipy": ("https://docs.scipy.org/doc/scipy/", None),
    "sklearn": ("https://scikit-learn.org/stable/", None),
    "skopt": ("https://scikit-optimize.github.io/stable/", None),
    "tensorflow": (
        "https://www.tensorflow.org/api_docs/python",
        "https://raw.githubusercontent.com/GPflow/tensorflow-intersphinx/master/tf2_py_objects.inv",
    ),
    "torch": ("https://pytorch.org/docs/stable/", None),
    "torchvision": ("https://pytorch.org/vision/stable/", None),
    "transformers": ("https://huggingface.co/docs/transformers/main/en/", None),
}

# Ray must not be imported in conf.py because third party modules initialized by
# `import ray` will no be mocked out correctly. Perform a check here to ensure
# ray is not imported by future maintainers.
assert (
    "ray" not in sys.modules
), "If ray is already imported, we will not render documentation correctly!"




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


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

import importlib
import sys
import os.path

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

from sphinx import version_info

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

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

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

#Add project information to the template context.
context = {
    'html_theme': html_theme,
    'current_version': "40171",
    'version_slug': "40171",
    'MEDIA_URL': "https://media.readthedocs.com/media/",
    'STATIC_URL': "https://assets.readthedocs.com/",
    'PRODUCTION_DOMAIN': "readthedocs.com",
    'proxied_static_path': "/_/static/",
    'versions': [
    ("master", "/en/master/"),
    ("latest", "/en/latest/"),
    ("releases-2.7.0rc0", "/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': 'b132a6a281f45b518554309feae2ee771d62c099',
    'display_github': True,
    'bitbucket_user': 'None',
    'bitbucket_repo': 'None',
    'bitbucket_version': 'b132a6a281f45b518554309feae2ee771d62c099',
    'display_bitbucket': False,
    'gitlab_user': 'None',
    'gitlab_repo': 'None',
    'gitlab_version': 'b132a6a281f45b518554309feae2ee771d62c099',
    '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': 'b132a6a2',
}

# 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 'external' == 'external':
    extensions.insert(1, "readthedocs_ext.external_version_warning")
    readthedocs_vcs_url = 'https://github.com/ray-project/ray/pull/40171'
    readthedocs_build_url = 'https://readthedocs.com/projects/anyscale-ray/builds/1765154/'

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: 2023-10-06T00:34:41.213771Z, end-time: 2023-10-06T00:38:46.408516Z, duration: 245, exit-code: 1
python -m sphinx -T -E -W --keep-going -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v4.3.2
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/rllib/rlm_learner_migration_banner.rst, _includes/rllib/rlmodules_rollout.rst, _includes/rllib/we_are_hiring.rst, cluster/cli.rst, cluster/configure-manage-dashboard.md, cluster/faq.rst, cluster/getting-started.rst, cluster/key-concepts.rst, ..., 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
2023-10-06 00:34:43,887	WARNING collective.py:20 -- NCCL seems unavailable. Please install Cupy following the guide at: https://docs.cupy.dev/en/stable/install.html.
WARNING: [autosummary] failed to import 'ray.rllib.Policy.get_initial_state': no module named ray.rllib.Policy.get_initial_state
WARNING: [autosummary] failed to import 'ray.rllib.Policy.is_recurrent': no module named ray.rllib.Policy.is_recurrent
WARNING: [autosummary] failed to import 'ray.rllib.Policy.num_state_tensors': no module named ray.rllib.Policy.num_state_tensors
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm': no module named ray.rllib.algorithms.algorithm.Algorithm
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.add_policy': no module named ray.rllib.algorithms.algorithm.Algorithm.add_policy
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.compute_actions': no module named ray.rllib.algorithms.algorithm.Algorithm.compute_actions
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.compute_single_action': no module named ray.rllib.algorithms.algorithm.Algorithm.compute_single_action
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.evaluate': no module named ray.rllib.algorithms.algorithm.Algorithm.evaluate
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.export_model': no module named ray.rllib.algorithms.algorithm.Algorithm.export_model
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.export_policy_checkpoint': no module named ray.rllib.algorithms.algorithm.Algorithm.export_policy_checkpoint
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.export_policy_model': no module named ray.rllib.algorithms.algorithm.Algorithm.export_policy_model
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.from_checkpoint': no module named ray.rllib.algorithms.algorithm.Algorithm.from_checkpoint
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.from_state': no module named ray.rllib.algorithms.algorithm.Algorithm.from_state
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.get_weights': no module named ray.rllib.algorithms.algorithm.Algorithm.get_weights
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.import_policy_model_from_h5': no module named ray.rllib.algorithms.algorithm.Algorithm.import_policy_model_from_h5
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.remove_policy': no module named ray.rllib.algorithms.algorithm.Algorithm.remove_policy
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.restore': no module named ray.rllib.algorithms.algorithm.Algorithm.restore
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.restore_from_object': no module named ray.rllib.algorithms.algorithm.Algorithm.restore_from_object
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.restore_workers': no module named ray.rllib.algorithms.algorithm.Algorithm.restore_workers
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.save': no module named ray.rllib.algorithms.algorithm.Algorithm.save
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.save_checkpoint': no module named ray.rllib.algorithms.algorithm.Algorithm.save_checkpoint
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.save_to_object': no module named ray.rllib.algorithms.algorithm.Algorithm.save_to_object
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.set_weights': no module named ray.rllib.algorithms.algorithm.Algorithm.set_weights
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.train': no module named ray.rllib.algorithms.algorithm.Algorithm.train
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm.Algorithm.training_step': no module named ray.rllib.algorithms.algorithm.Algorithm.training_step
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.build': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.build
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.callbacks': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.callbacks
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.copy': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.copy
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.debugging': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.debugging
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.environment': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.environment
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.evaluation': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.evaluation
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.experimental': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.experimental
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.fault_tolerance': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.fault_tolerance
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.framework': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.framework
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.freeze': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.freeze
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_default_learner_class': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_default_learner_class
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_default_rl_module_spec': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_default_rl_module_spec
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_evaluation_config_object': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_evaluation_config_object
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_marl_module_spec': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_marl_module_spec
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_multi_agent_setup': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_multi_agent_setup
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_rollout_fragment_length': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.get_rollout_fragment_length
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.multi_agent': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.multi_agent
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.offline_data': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.offline_data
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.python_environment': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.python_environment
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.reporting': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.reporting
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.resources': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.resources
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.rl_module': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.rl_module
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.rollouts': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.rollouts
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.training': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.training
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.validate': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.validate
WARNING: [autosummary] failed to import 'ray.rllib.algorithms.algorithm_config.AlgorithmConfig.validate_train_batch_size_vs_rollout_fragment_length': no module named ray.rllib.algorithms.algorithm_config.AlgorithmConfig.validate_train_batch_size_vs_rollout_fragment_length
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.FrameworkHyperparameters': no module named ray.rllib.core.learner.learner.FrameworkHyperparameters
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner': no module named ray.rllib.core.learner.learner.Learner
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._check_is_built': no module named ray.rllib.core.learner.learner.Learner._check_is_built
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._check_registered_optimizer': no module named ray.rllib.core.learner.learner.Learner._check_registered_optimizer
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._check_result': no module named ray.rllib.core.learner.learner.Learner._check_result
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._convert_batch_type': no module named ray.rllib.core.learner.learner.Learner._convert_batch_type
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._get_clip_function': no module named ray.rllib.core.learner.learner.Learner._get_clip_function
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._get_metadata': no module named ray.rllib.core.learner.learner.Learner._get_metadata
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._get_tensor_variable': no module named ray.rllib.core.learner.learner.Learner._get_tensor_variable
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._is_module_compatible_with_learner': no module named ray.rllib.core.learner.learner.Learner._is_module_compatible_with_learner
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._load_optimizers': no module named ray.rllib.core.learner.learner.Learner._load_optimizers
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._make_module': no module named ray.rllib.core.learner.learner.Learner._make_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._save_optimizers': no module named ray.rllib.core.learner.learner.Learner._save_optimizers
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._set_optimizer_lr': no module named ray.rllib.core.learner.learner.Learner._set_optimizer_lr
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner._update': no module named ray.rllib.core.learner.learner.Learner._update
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.add_module': no module named ray.rllib.core.learner.learner.Learner.add_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.additional_update': no module named ray.rllib.core.learner.learner.Learner.additional_update
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.additional_update_for_module': no module named ray.rllib.core.learner.learner.Learner.additional_update_for_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.apply_gradients': no module named ray.rllib.core.learner.learner.Learner.apply_gradients
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.build': no module named ray.rllib.core.learner.learner.Learner.build
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.compile_results': no module named ray.rllib.core.learner.learner.Learner.compile_results
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.compute_gradients': no module named ray.rllib.core.learner.learner.Learner.compute_gradients
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.compute_loss': no module named ray.rllib.core.learner.learner.Learner.compute_loss
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.compute_loss_for_module': no module named ray.rllib.core.learner.learner.Learner.compute_loss_for_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.configure_optimizers': no module named ray.rllib.core.learner.learner.Learner.configure_optimizers
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.configure_optimizers_for_module': no module named ray.rllib.core.learner.learner.Learner.configure_optimizers_for_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.filter_param_dict_for_optimizer': no module named ray.rllib.core.learner.learner.Learner.filter_param_dict_for_optimizer
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_optimizer': no module named ray.rllib.core.learner.learner.Learner.get_optimizer
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_optimizer_state': no module named ray.rllib.core.learner.learner.Learner.get_optimizer_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_optimizers_for_module': no module named ray.rllib.core.learner.learner.Learner.get_optimizers_for_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_param_ref': no module named ray.rllib.core.learner.learner.Learner.get_param_ref
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_parameters': no module named ray.rllib.core.learner.learner.Learner.get_parameters
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.get_state': no module named ray.rllib.core.learner.learner.Learner.get_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.load_state': no module named ray.rllib.core.learner.learner.Learner.load_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.postprocess_gradients': no module named ray.rllib.core.learner.learner.Learner.postprocess_gradients
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.postprocess_gradients_for_module': no module named ray.rllib.core.learner.learner.Learner.postprocess_gradients_for_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.register_metric': no module named ray.rllib.core.learner.learner.Learner.register_metric
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.register_metrics': no module named ray.rllib.core.learner.learner.Learner.register_metrics
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.register_optimizer': no module named ray.rllib.core.learner.learner.Learner.register_optimizer
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.remove_module': no module named ray.rllib.core.learner.learner.Learner.remove_module
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.save_state': no module named ray.rllib.core.learner.learner.Learner.save_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.set_optimizer_state': no module named ray.rllib.core.learner.learner.Learner.set_optimizer_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.set_state': no module named ray.rllib.core.learner.learner.Learner.set_state
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.Learner.update': no module named ray.rllib.core.learner.learner.Learner.update
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.LearnerHyperparameters': no module named ray.rllib.core.learner.learner.LearnerHyperparameters
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.LearnerSpec': no module named ray.rllib.core.learner.learner.LearnerSpec
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner.TorchCompileWhatToCompile': no module named ray.rllib.core.learner.learner.TorchCompileWhatToCompile
WARNING: [autosummary] failed to import 'ray.rllib.core.learner.learner_group.LearnerGroup': no module named ray.rllib.core.learner.learner_group.LearnerGroup
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog': no module named ray.rllib.core.models.catalog.Catalog
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog._determine_components_hook': no module named ray.rllib.core.models.catalog.Catalog._determine_components_hook
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog._get_dist_cls_from_action_space': no module named ray.rllib.core.models.catalog.Catalog._get_dist_cls_from_action_space
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog._get_encoder_config': no module named ray.rllib.core.models.catalog.Catalog._get_encoder_config
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog.build_encoder': no module named ray.rllib.core.models.catalog.Catalog.build_encoder
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog.get_action_dist_cls': no module named ray.rllib.core.models.catalog.Catalog.get_action_dist_cls
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog.get_tokenizer_config': no module named ray.rllib.core.models.catalog.Catalog.get_tokenizer_config
WARNING: [autosummary] failed to import 'ray.rllib.core.models.catalog.Catalog.latent_dims': no module named ray.rllib.core.models.catalog.Catalog.latent_dims
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.add_module': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.add_module
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.as_multi_agent': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.as_multi_agent
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.load_state': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.load_state
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.remove_module': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.remove_module
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.save_state': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.save_state
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.setup': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModule.setup
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec.build': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec.build
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec.get_marl_config': no module named ray.rllib.core.rl_module.marl_module.MultiAgentRLModuleSpec.get_marl_config
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule': no module named ray.rllib.core.rl_module.rl_module.RLModule
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.as_multi_agent': no module named ray.rllib.core.rl_module.rl_module.RLModule.as_multi_agent
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.forward_exploration': no module named ray.rllib.core.rl_module.rl_module.RLModule.forward_exploration
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.forward_inference': no module named ray.rllib.core.rl_module.rl_module.RLModule.forward_inference
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.forward_train': no module named ray.rllib.core.rl_module.rl_module.RLModule.forward_train
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WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.input_specs_exploration': no module named ray.rllib.core.rl_module.rl_module.RLModule.input_specs_exploration
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.input_specs_inference': no module named ray.rllib.core.rl_module.rl_module.RLModule.input_specs_inference
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.input_specs_train': no module named ray.rllib.core.rl_module.rl_module.RLModule.input_specs_train
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WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.output_specs_train': no module named ray.rllib.core.rl_module.rl_module.RLModule.output_specs_train
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WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModule.set_state': no module named ray.rllib.core.rl_module.rl_module.RLModule.set_state
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModuleConfig': no module named ray.rllib.core.rl_module.rl_module.RLModuleConfig
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.RLModuleConfig.from_dict': no module named ray.rllib.core.rl_module.rl_module.RLModuleConfig.from_dict
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WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.SingleAgentRLModuleSpec': no module named ray.rllib.core.rl_module.rl_module.SingleAgentRLModuleSpec
WARNING: [autosummary] failed to import 'ray.rllib.core.rl_module.rl_module.SingleAgentRLModuleSpec.build': no module named ray.rllib.core.rl_module.rl_module.SingleAgentRLModuleSpec.build
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.add_policy': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.add_policy
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.get_filters': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.get_filters
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.remove_policy': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.remove_policy
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.set_global_vars': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.set_global_vars
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.set_is_policy_to_train': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.set_is_policy_to_train
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.set_policy_mapping_fn': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.set_policy_mapping_fn
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.set_state': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.set_state
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.setup_torch_data_parallel': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.setup_torch_data_parallel
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.stop': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.stop
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.sync_filters': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.sync_filters
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.rollout_worker.RolloutWorker.unlock': no module named ray.rllib.evaluation.rollout_worker.RolloutWorker.unlock
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.sampler.AsyncSampler': no module named ray.rllib.evaluation.sampler.AsyncSampler
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.sampler.SamplerInput': no module named ray.rllib.evaluation.sampler.SamplerInput
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.sampler.SamplerInput.get_data': no module named ray.rllib.evaluation.sampler.SamplerInput.get_data
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.sampler.SyncSampler': no module named ray.rllib.evaluation.sampler.SyncSampler
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet': no module named ray.rllib.evaluation.worker_set.WorkerSet
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.add_policy': no module named ray.rllib.evaluation.worker_set.WorkerSet.add_policy
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.add_workers': no module named ray.rllib.evaluation.worker_set.WorkerSet.add_workers
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.fetch_ready_async_reqs': no module named ray.rllib.evaluation.worker_set.WorkerSet.fetch_ready_async_reqs
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.foreach_env': no module named ray.rllib.evaluation.worker_set.WorkerSet.foreach_env
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.foreach_env_with_context': no module named ray.rllib.evaluation.worker_set.WorkerSet.foreach_env_with_context
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.foreach_policy': no module named ray.rllib.evaluation.worker_set.WorkerSet.foreach_policy
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.foreach_policy_to_train': no module named ray.rllib.evaluation.worker_set.WorkerSet.foreach_policy_to_train
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.foreach_worker': no module named ray.rllib.evaluation.worker_set.WorkerSet.foreach_worker
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.num_remote_worker_restarts': no module named ray.rllib.evaluation.worker_set.WorkerSet.num_remote_worker_restarts
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.probe_unhealthy_workers': no module named ray.rllib.evaluation.worker_set.WorkerSet.probe_unhealthy_workers
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WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.reset': no module named ray.rllib.evaluation.worker_set.WorkerSet.reset
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.stop': no module named ray.rllib.evaluation.worker_set.WorkerSet.stop
WARNING: [autosummary] failed to import 'ray.rllib.evaluation.worker_set.WorkerSet.sync_weights': no module named ray.rllib.evaluation.worker_set.WorkerSet.sync_weights
WARNING: [autosummary] failed to import 'ray.rllib.execution.train_ops.multi_gpu_train_one_step': no module named ray.rllib.execution.train_ops.multi_gpu_train_one_step
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WARNING: [autosummary] failed to import 'ray.rllib.models.modelv2.ModelV2': no module named ray.rllib.models.modelv2.ModelV2
WARNING: [autosummary] failed to import 'ray.rllib.models.modelv2.ModelV2.custom_loss': no module named ray.rllib.models.modelv2.ModelV2.custom_loss
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WARNING: [autosummary] failed to import 'ray.rllib.models.modelv2.ModelV2.trainable_variables': no module named ray.rllib.models.modelv2.ModelV2.trainable_variables
WARNING: [autosummary] failed to import 'ray.rllib.models.modelv2.ModelV2.value_function': no module named ray.rllib.models.modelv2.ModelV2.value_function
WARNING: [autosummary] failed to import 'ray.rllib.models.modelv2.ModelV2.variables': no module named ray.rllib.models.modelv2.ModelV2.variables
WARNING: [autosummary] failed to import 'ray.rllib.models.tf.tf_modelv2.TFModelV2': no module named ray.rllib.models.tf.tf_modelv2.TFModelV2
WARNING: [autosummary] failed to import 'ray.rllib.models.torch.torch_modelv2.TorchModelV2': no module named ray.rllib.models.torch.torch_modelv2.TorchModelV2
WARNING: [autosummary] failed to import 'ray.rllib.offline.d4rl_reader.D4RLReader': no module named ray.rllib.offline.d4rl_reader.D4RLReader
WARNING: [autosummary] failed to import 'ray.rllib.offline.input_reader.InputReader': no module named ray.rllib.offline.input_reader.InputReader
WARNING: [autosummary] failed to import 'ray.rllib.offline.input_reader.InputReader.next': no module named ray.rllib.offline.input_reader.InputReader.next
WARNING: [autosummary] failed to import 'ray.rllib.offline.io_context.IOContext': no module named ray.rllib.offline.io_context.IOContext
WARNING: [autosummary] failed to import 'ray.rllib.offline.io_context.IOContext.default_sampler_input': no module named ray.rllib.offline.io_context.IOContext.default_sampler_input
WARNING: [autosummary] failed to import 'ray.rllib.offline.json_reader.JsonReader': no module named ray.rllib.offline.json_reader.JsonReader
WARNING: [autosummary] failed to import 'ray.rllib.offline.json_reader.JsonReader.read_all_files': no module named ray.rllib.offline.json_reader.JsonReader.read_all_files
WARNING: [autosummary] failed to import 'ray.rllib.offline.mixed_input.MixedInput': no module named ray.rllib.offline.mixed_input.MixedInput
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.apply': no module named ray.rllib.policy.Policy.apply
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.apply_gradients': no module named ray.rllib.policy.Policy.apply_gradients
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.compute_gradients': no module named ray.rllib.policy.Policy.compute_gradients
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.compute_log_likelihoods': no module named ray.rllib.policy.Policy.compute_log_likelihoods
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.export_checkpoint': no module named ray.rllib.policy.Policy.export_checkpoint
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.export_model': no module named ray.rllib.policy.Policy.export_model
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.from_checkpoint': no module named ray.rllib.policy.Policy.from_checkpoint
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.from_state': no module named ray.rllib.policy.Policy.from_state
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_connector_metrics': no module named ray.rllib.policy.Policy.get_connector_metrics
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_exploration_state': no module named ray.rllib.policy.Policy.get_exploration_state
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_host': no module named ray.rllib.policy.Policy.get_host
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_num_samples_loaded_into_buffer': no module named ray.rllib.policy.Policy.get_num_samples_loaded_into_buffer
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_session': no module named ray.rllib.policy.Policy.get_session
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_state': no module named ray.rllib.policy.Policy.get_state
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.get_weights': no module named ray.rllib.policy.Policy.get_weights
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.import_model_from_h5': no module named ray.rllib.policy.Policy.import_model_from_h5
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.init_view_requirements': no module named ray.rllib.policy.Policy.init_view_requirements
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.learn_on_batch': no module named ray.rllib.policy.Policy.learn_on_batch
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.learn_on_batch_from_replay_buffer': no module named ray.rllib.policy.Policy.learn_on_batch_from_replay_buffer
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.learn_on_loaded_batch': no module named ray.rllib.policy.Policy.learn_on_loaded_batch
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.load_batch_into_buffer': no module named ray.rllib.policy.Policy.load_batch_into_buffer
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.loss': no module named ray.rllib.policy.Policy.loss
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.make_rl_module': no module named ray.rllib.policy.Policy.make_rl_module
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.on_global_var_update': no module named ray.rllib.policy.Policy.on_global_var_update
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.postprocess_trajectory': no module named ray.rllib.policy.Policy.postprocess_trajectory
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.reset_connectors': no module named ray.rllib.policy.Policy.reset_connectors
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.restore_connectors': no module named ray.rllib.policy.Policy.restore_connectors
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.set_state': no module named ray.rllib.policy.Policy.set_state
WARNING: [autosummary] failed to import 'ray.rllib.policy.Policy.set_weights': no module named ray.rllib.policy.Policy.set_weights
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.action_distribution_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.action_distribution_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.action_sampler_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.action_sampler_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.apply_gradients_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.apply_gradients_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.compute_gradients_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.compute_gradients_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_action_out_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_action_out_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_learn_fetches_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_learn_fetches_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.get_batch_divisibility_req': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.get_batch_divisibility_req
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.grad_stats_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.grad_stats_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.make_model': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.make_model
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.optimizer': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.optimizer
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.stats_fn': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.stats_fn
WARNING: [autosummary] failed to import 'ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.variables': no module named ray.rllib.policy.eager_tf_policy_v2.EagerTFPolicyV2.variables
WARNING: [autosummary] failed to import 'ray.rllib.policy.policy.Policy': no module named ray.rllib.policy.policy.Policy
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WARNING: [autosummary] failed to import 'ray.rllib.policy.policy.Policy.compute_single_action': no module named ray.rllib.policy.policy.Policy.compute_single_action
WARNING: [autosummary] failed to import 'ray.rllib.policy.policy_map.PolicyMap': no module named ray.rllib.policy.policy_map.PolicyMap
WARNING: [autosummary] failed to import 'ray.rllib.policy.policy_map.PolicyMap.items': no module named ray.rllib.policy.policy_map.PolicyMap.items
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WARNING: [autosummary] failed to import 'ray.rllib.policy.sample_batch.MultiAgentBatch': no module named ray.rllib.policy.sample_batch.MultiAgentBatch
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WARNING: [autosummary] failed to import 'ray.rllib.policy.torch_policy_v2.TorchPolicyV2.get_tower_stats': no module named ray.rllib.policy.torch_policy_v2.TorchPolicyV2.get_tower_stats
WARNING: [autosummary] failed to import 'ray.rllib.policy.torch_policy_v2.TorchPolicyV2.make_model': no module named ray.rllib.policy.torch_policy_v2.TorchPolicyV2.make_model
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WARNING: [autosummary] failed to import 'ray.tune.ProgressReporter': no module named ray.tune.ProgressReporter
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WARNING: [autosummary] failed to import 'ray.tune.ProgressReporter.should_report': no module named ray.tune.ProgressReporter.should_report
WARNING: [autosummary] failed to import 'ray.tune.ResultGrid': no module named ray.tune.ResultGrid
WARNING: [autosummary] failed to import 'ray.tune.ResultGrid.get_best_result': no module named ray.tune.ResultGrid.get_best_result
WARNING: [autosummary] failed to import 'ray.tune.ResultGrid.get_dataframe': no module named ray.tune.ResultGrid.get_dataframe
WARNING: [autosummary] failed to import 'ray.tune.Trainable': no module named ray.tune.Trainable
WARNING: [autosummary] failed to import 'ray.tune.Trainable.cleanup': no module named ray.tune.Trainable.cleanup
WARNING: [autosummary] failed to import 'ray.tune.Trainable.default_resource_request': no module named ray.tune.Trainable.default_resource_request
WARNING: [autosummary] failed to import 'ray.tune.Trainable.load_checkpoint': no module named ray.tune.Trainable.load_checkpoint
WARNING: [autosummary] failed to import 'ray.tune.Trainable.reset_config': no module named ray.tune.Trainable.reset_config
WARNING: [autosummary] failed to import 'ray.tune.Trainable.save_checkpoint': no module named ray.tune.Trainable.save_checkpoint
WARNING: [autosummary] failed to import 'ray.tune.Trainable.setup': no module named ray.tune.Trainable.setup
WARNING: [autosummary] failed to import 'ray.tune.Trainable.step': no module named ray.tune.Trainable.step
WARNING: [autosummary] failed to import 'ray.tune.TuneConfig': no module named ray.tune.TuneConfig
WARNING: [autosummary] failed to import 'ray.tune.Tuner': no module named ray.tune.Tuner
WARNING: [autosummary] failed to import 'ray.tune.Tuner.can_restore': no module named ray.tune.Tuner.can_restore
WARNING: [autosummary] failed to import 'ray.tune.Tuner.fit': no module named ray.tune.Tuner.fit
WARNING: [autosummary] failed to import 'ray.tune.Tuner.get_results': no module named ray.tune.Tuner.get_results
WARNING: [autosummary] failed to import 'ray.tune.Tuner.restore': no module named ray.tune.Tuner.restore
WARNING: [autosummary] failed to import 'ray.tune.choice': no module named ray.tune.choice
WARNING: [autosummary] failed to import 'ray.tune.execution.placement_groups.PlacementGroupFactory': no module named ray.tune.execution.placement_groups.PlacementGroupFactory
WARNING: [autosummary] failed to import 'ray.tune.grid_search': no module named ray.tune.grid_search
WARNING: [autosummary] failed to import 'ray.tune.integration.lightgbm.TuneReportCallback': no module named ray.tune.integration.lightgbm.TuneReportCallback
WARNING: [autosummary] failed to import 'ray.tune.integration.lightgbm.TuneReportCheckpointCallback': no module named ray.tune.integration.lightgbm.TuneReportCheckpointCallback
WARNING: [autosummary] failed to import 'ray.tune.integration.pytorch_lightning.TuneReportCallback': no module named ray.tune.integration.pytorch_lightning.TuneReportCallback
WARNING: [autosummary] failed to import 'ray.tune.integration.pytorch_lightning.TuneReportCheckpointCallback': no module named ray.tune.integration.pytorch_lightning.TuneReportCheckpointCallback
WARNING: [autosummary] failed to import 'ray.tune.integration.xgboost.TuneReportCallback': no module named ray.tune.integration.xgboost.TuneReportCallback
WARNING: [autosummary] failed to import 'ray.tune.integration.xgboost.TuneReportCheckpointCallback': no module named ray.tune.integration.xgboost.TuneReportCheckpointCallback
WARNING: [autosummary] failed to import 'ray.tune.logger.CSVLoggerCallback': no module named ray.tune.logger.CSVLoggerCallback
WARNING: [autosummary] failed to import 'ray.tune.logger.JsonLoggerCallback': no module named ray.tune.logger.JsonLoggerCallback
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback': no module named ray.tune.logger.LoggerCallback
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback.log_trial_end': no module named ray.tune.logger.LoggerCallback.log_trial_end
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback.log_trial_restore': no module named ray.tune.logger.LoggerCallback.log_trial_restore
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback.log_trial_result': no module named ray.tune.logger.LoggerCallback.log_trial_result
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback.log_trial_save': no module named ray.tune.logger.LoggerCallback.log_trial_save
WARNING: [autosummary] failed to import 'ray.tune.logger.LoggerCallback.log_trial_start': no module named ray.tune.logger.LoggerCallback.log_trial_start
WARNING: [autosummary] failed to import 'ray.tune.logger.TBXLoggerCallback': no module named ray.tune.logger.TBXLoggerCallback
WARNING: [autosummary] failed to import 'ray.tune.logger.aim.AimLoggerCallback': no module named ray.tune.logger.aim.AimLoggerCallback
WARNING: [autosummary] failed to import 'ray.tune.lograndint': no module named ray.tune.lograndint
WARNING: [autosummary] failed to import 'ray.tune.loguniform': no module named ray.tune.loguniform
WARNING: [autosummary] failed to import 'ray.tune.qlograndint': no module named ray.tune.qlograndint
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WARNING: [autosummary] failed to import 'ray.tune.qrandint': no module named ray.tune.qrandint
WARNING: [autosummary] failed to import 'ray.tune.qrandn': no module named ray.tune.qrandn
WARNING: [autosummary] failed to import 'ray.tune.quniform': no module named ray.tune.quniform
WARNING: [autosummary] failed to import 'ray.tune.randint': no module named ray.tune.randint
WARNING: [autosummary] failed to import 'ray.tune.randn': no module named ray.tune.randn
WARNING: [autosummary] failed to import 'ray.tune.run_experiments': no module named ray.tune.run_experiments
WARNING: [autosummary] failed to import 'ray.tune.sample_from': no module named ray.tune.sample_from
WARNING: [autosummary] failed to import 'ray.tune.schedulers.ASHAScheduler': no module named ray.tune.schedulers.ASHAScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.AsyncHyperBandScheduler': no module named ray.tune.schedulers.AsyncHyperBandScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.FIFOScheduler': no module named ray.tune.schedulers.FIFOScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.HyperBandForBOHB': no module named ray.tune.schedulers.HyperBandForBOHB
WARNING: [autosummary] failed to import 'ray.tune.schedulers.HyperBandScheduler': no module named ray.tune.schedulers.HyperBandScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.MedianStoppingRule': no module named ray.tune.schedulers.MedianStoppingRule
WARNING: [autosummary] failed to import 'ray.tune.schedulers.PopulationBasedTraining': no module named ray.tune.schedulers.PopulationBasedTraining
WARNING: [autosummary] failed to import 'ray.tune.schedulers.PopulationBasedTrainingReplay': no module named ray.tune.schedulers.PopulationBasedTrainingReplay
WARNING: [autosummary] failed to import 'ray.tune.schedulers.ResourceChangingScheduler': no module named ray.tune.schedulers.ResourceChangingScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.TrialScheduler': no module named ray.tune.schedulers.TrialScheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.TrialScheduler.choose_trial_to_run': no module named ray.tune.schedulers.TrialScheduler.choose_trial_to_run
WARNING: [autosummary] failed to import 'ray.tune.schedulers.TrialScheduler.on_trial_complete': no module named ray.tune.schedulers.TrialScheduler.on_trial_complete
WARNING: [autosummary] failed to import 'ray.tune.schedulers.TrialScheduler.on_trial_result': no module named ray.tune.schedulers.TrialScheduler.on_trial_result
WARNING: [autosummary] failed to import 'ray.tune.schedulers.create_scheduler': no module named ray.tune.schedulers.create_scheduler
WARNING: [autosummary] failed to import 'ray.tune.schedulers.pb2.PB2': no module named ray.tune.schedulers.pb2.PB2
WARNING: [autosummary] failed to import 'ray.tune.schedulers.resource_changing_scheduler.DistributeResources': no module named ray.tune.schedulers.resource_changing_scheduler.DistributeResources
WARNING: [autosummary] failed to import 'ray.tune.schedulers.resource_changing_scheduler.DistributeResourcesToTopJob': no module named ray.tune.schedulers.resource_changing_scheduler.DistributeResourcesToTopJob
WARNING: [autosummary] failed to import 'ray.tune.search.ConcurrencyLimiter': no module named ray.tune.search.ConcurrencyLimiter
WARNING: [autosummary] failed to import 'ray.tune.search.Repeater': no module named ray.tune.search.Repeater
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher': no module named ray.tune.search.Searcher
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher.on_trial_complete': no module named ray.tune.search.Searcher.on_trial_complete
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher.on_trial_result': no module named ray.tune.search.Searcher.on_trial_result
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher.restore': no module named ray.tune.search.Searcher.restore
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher.save': no module named ray.tune.search.Searcher.save
WARNING: [autosummary] failed to import 'ray.tune.search.Searcher.suggest': no module named ray.tune.search.Searcher.suggest
WARNING: [autosummary] failed to import 'ray.tune.search.ax.AxSearch': no module named ray.tune.search.ax.AxSearch
WARNING: [autosummary] failed to import 'ray.tune.search.basic_variant.BasicVariantGenerator': no module named ray.tune.search.basic_variant.BasicVariantGenerator
WARNING: [autosummary] failed to import 'ray.tune.search.bayesopt.BayesOptSearch': no module named ray.tune.search.bayesopt.BayesOptSearch
WARNING: [autosummary] failed to import 'ray.tune.search.bohb.TuneBOHB': no module named ray.tune.search.bohb.TuneBOHB
WARNING: [autosummary] failed to import 'ray.tune.search.create_searcher': no module named ray.tune.search.create_searcher
WARNING: [autosummary] failed to import 'ray.tune.search.dragonfly.DragonflySearch': no module named ray.tune.search.dragonfly.DragonflySearch
WARNING: [autosummary] failed to import 'ray.tune.search.flaml.BlendSearch': no module named ray.tune.search.flaml.BlendSearch
WARNING: [autosummary] failed to import 'ray.tune.search.flaml.CFO': no module named ray.tune.search.flaml.CFO
WARNING: [autosummary] failed to import 'ray.tune.search.hebo.HEBOSearch': no module named ray.tune.search.hebo.HEBOSearch
WARNING: [autosummary] failed to import 'ray.tune.search.hyperopt.HyperOptSearch': no module named ray.tune.search.hyperopt.HyperOptSearch
WARNING: [autosummary] failed to import 'ray.tune.search.nevergrad.NevergradSearch': no module named ray.tune.search.nevergrad.NevergradSearch
WARNING: [autosummary] failed to import 'ray.tune.search.optuna.OptunaSearch': no module named ray.tune.search.optuna.OptunaSearch
WARNING: [autosummary] failed to import 'ray.tune.search.sigopt.SigOptSearch': no module named ray.tune.search.sigopt.SigOptSearch
WARNING: [autosummary] failed to import 'ray.tune.search.skopt.SkOptSearch': no module named ray.tune.search.skopt.SkOptSearch
WARNING: [autosummary] failed to import 'ray.tune.search.zoopt.ZOOptSearch': no module named ray.tune.search.zoopt.ZOOptSearch
WARNING: [autosummary] failed to import 'ray.tune.stopper.CombinedStopper': no module named ray.tune.stopper.CombinedStopper
WARNING: [autosummary] failed to import 'ray.tune.stopper.ExperimentPlateauStopper': no module named ray.tune.stopper.ExperimentPlateauStopper
WARNING: [autosummary] failed to import 'ray.tune.stopper.MaximumIterationStopper': no module named ray.tune.stopper.MaximumIterationStopper
WARNING: [autosummary] failed to import 'ray.tune.stopper.Stopper': no module named ray.tune.stopper.Stopper
WARNING: [autosummary] failed to import 'ray.tune.stopper.Stopper.__call__': no module named ray.tune.stopper.Stopper.__call__
WARNING: [autosummary] failed to import 'ray.tune.stopper.Stopper.stop_all': no module named ray.tune.stopper.Stopper.stop_all
WARNING: [autosummary] failed to import 'ray.tune.stopper.TimeoutStopper': no module named ray.tune.stopper.TimeoutStopper
WARNING: [autosummary] failed to import 'ray.tune.stopper.TrialPlateauStopper': no module named ray.tune.stopper.TrialPlateauStopper
WARNING: [autosummary] failed to import 'ray.tune.uniform': no module named ray.tune.uniform
WARNING: [autosummary] failed to import 'ray.tune.utils.diagnose_serialization': no module named ray.tune.utils.diagnose_serialization
WARNING: [autosummary] failed to import 'ray.tune.utils.validate_save_restore': no module named ray.tune.utils.validate_save_restore
WARNING: [autosummary] failed to import 'ray.tune.utils.wait_for_gpu': no module named ray.tune.utils.wait_for_gpu
WARNING: [autosummary] failed to import 'ray.tune.with_parameters': no module named ray.tune.with_parameters
WARNING: [autosummary] failed to import 'ray.tune.with_resources': no module named ray.tune.with_resources
Failed to import 'ray.rllib.env.multi_agent_env': no module named ray.rllib.env.multi_agent_env
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.DriverInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobDetails.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobStatus.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/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/40171/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/40171/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/40171/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/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobSubmissionClient.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/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/40171/doc/source/workflows/api/doc/ray.workflow.get_metadata.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.get_output.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.get_output_async.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.get_status.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.list_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.resume.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.resume_all.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.resume_async.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.run.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/workflows/api/doc/ray.workflow.run_async.rst
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.driver_agent_http_address.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.driver_exit_code.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.driver_node_id.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.end_time.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.entrypoint.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.entrypoint_memory.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.entrypoint_num_cpus.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.entrypoint_num_gpus.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.entrypoint_resources.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/cluster/running-applications/job-submission/doc/ray.job_submission.JobInfo.error_type.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_local_world_size.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_metadata.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_node_rank.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_storage.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_trial_dir.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_trial_id.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_trial_name.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_trial_resources.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_world_rank.rst, /home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/doc/ray.train.context.TrainContext.get_world_size.rst
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/envs/40171/lib/python3.10/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/checkouts/40171/doc/source/rllib/package_ref/algorithm.rst:40: WARNING: autosummary: failed to import AlgorithmConfig
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:221: WARNING: autosummary: failed to import SamplerInput
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:301: WARNING: autosummary: failed to import IOContext
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:315: WARNING: autosummary: failed to import PolicyMap
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:315: WARNING: autosummary: failed to import PolicyMap.items
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:315: WARNING: autosummary: failed to import PolicyMap.values
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:329: WARNING: autosummary: failed to import SampleBatch
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/evaluation.rst:329: WARNING: autosummary: failed to import SampleBatch.set_get_interceptor
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WARNING: autodoc: failed to import class 'rllib.env.policy_client.PolicyClient' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.env.policy_server_input.PolicyServerInput' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/learner.rst:118: WARNING: autosummary: failed to import Learner.remove_module
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/learner.rst:128: WARNING: autosummary: failed to import Learner.compile_results
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/learner.rst:128: WARNING: autosummary: failed to import Learner.register_metrics
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/models.rst:13: WARNING: autosummary: failed to import modelv2.ModelV2
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:34: WARNING: autosummary: failed to import policy.policy.Policy
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:34: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:34: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:52: WARNING: autosummary: failed to import policy.Policy.make_rl_module
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:61: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.make_model
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:61: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.make_model_and_action_dist
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:84: WARNING: autosummary: failed to import policy.policy.Policy.compute_actions
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:84: WARNING: autosummary: failed to import policy.policy.Policy.compute_actions_from_input_dict
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:84: WARNING: autosummary: failed to import policy.policy.Policy.compute_single_action
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:94: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.action_sampler_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:94: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.action_distribution_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:94: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.extra_action_out
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:104: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.action_sampler_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:104: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.action_distribution_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:104: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_action_out_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:119: WARNING: autosummary: failed to import policy.Policy.compute_gradients
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:119: WARNING: autosummary: failed to import policy.Policy.apply_gradients
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:128: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.extra_compute_grad_fetches
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:128: WARNING: autosummary: failed to import policy.torch_policy_v2.TorchPolicyV2.extra_grad_process
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:138: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.grad_stats_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:138: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.compute_gradients_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:138: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.apply_gradients_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:138: WARNING: autosummary: failed to import policy.eager_tf_policy_v2.EagerTFPolicyV2.extra_learn_fetches_fn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:157: WARNING: autosummary: failed to import policy.Policy.learn_on_batch
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/policy.rst:157: WARNING: autosummary: failed to import policy.Policy.load_batch_into_buffer
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/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:145: WARNING: autosummary: failed to import warn_if_infinite_kl_divergence
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:145: WARNING: autosummary: failed to import zero_logps_from_actions
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import apply_grad_clipping
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import concat_multi_gpu_td_errors
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import convert_to_torch_tensor
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import explained_variance
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import flatten_inputs_to_1d_tensor
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import get_device
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import global_norm
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import huber_loss
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import l2_loss
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import minimize_and_clip
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import one_hot
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import reduce_mean_ignore_inf
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import sequence_mask
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import warn_if_infinite_kl_divergence
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import set_torch_seed
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/rllib/package_ref/utils.rst:170: WARNING: autosummary: failed to import softmax_cross_entropy_with_logits
WARNING: autodoc: failed to import class 'rllib.algorithms.callbacks.DefaultCallbacks' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.callbacks.MultiCallbacks' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.bc.bc.BCConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.crr.crr.CRRConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.cql.cql.CQLConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.marwil.marwil.MARWILConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.appo.appo.APPOConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.ddppo.ddppo.DDPPOConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.ppo.ppo.PPOConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.impala.impala.ImpalaConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.a2c.a2c.A2CConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.a3c.a3c.A3CConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.pg.pg.PGConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.maml.maml.MAMLConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.apex_dqn.apex_dqn.ApexDQNConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.dqn.dqn.DQNConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.ddpg.ddpg.DDPGConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.td3.td3.TD3Config' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.sac.sac.SACConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.dreamer.dreamer.DreamerConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.mbmpo.mbmpo.MBMPOConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.ars.ars.ARSConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.es.es.ESConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.slateq.slateq.SlateQConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.bandit.bandit.BanditLinUCBConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.bandit.bandit.BanditLinTSConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.qmix.qmix.QMixConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.maddpg.maddpg.MADDPGConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.alpha_zero.alpha_zero.AlphaZeroConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.leela_chess_zero.leela_chess_zero.LeelaChessZeroConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.callbacks.MemoryTrackingCallbacks' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.models.tf.tf_modelv2.TFModelV2' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.models.torch.torch_modelv2.TorchModelV2' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.models.tf.recurrent_net.RecurrentNetwork' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.offline.InputReader' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.offline.IOContext' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.offline.OutputWriter' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'rllib.algorithms.algorithm_config.AlgorithmConfig' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.training' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.environment' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.framework' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.rollouts' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.evaluation' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.exploration' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.offline_data' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.multi_agent' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.reporting' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.checkpointing' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.debugging' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.callbacks' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.resources' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import method 'rllib.algorithms.algorithm_config.AlgorithmConfig.experimental' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:14: WARNING: autosummary: failed to import train.torch.TorchTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:14: WARNING: autosummary: failed to import train.torch.TorchConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:26: WARNING: autosummary: failed to import train.torch.get_device
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:26: WARNING: autosummary: failed to import train.torch.prepare_model
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:26: WARNING: autosummary: failed to import train.torch.prepare_data_loader
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:26: WARNING: autosummary: failed to import train.torch.enable_reproducibility
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.prepare_trainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.RayLightningEnvironment
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.RayDDPStrategy
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.RayFSDPStrategy
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.RayDeepSpeedStrategy
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:40: WARNING: autosummary: failed to import train.lightning.RayTrainReportCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:56: WARNING: autosummary: failed to import train.huggingface.transformers.prepare_trainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:56: WARNING: autosummary: failed to import train.huggingface.transformers.RayTrainReportCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:70: WARNING: autosummary: failed to import train.tensorflow.TensorflowTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:70: WARNING: autosummary: failed to import train.tensorflow.TensorflowConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:70: WARNING: autosummary: failed to import train.tensorflow.prepare_dataset_shard
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:70: WARNING: autosummary: failed to import train.tensorflow.keras.ReportCheckpointCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:82: WARNING: autosummary: failed to import train.horovod.HorovodTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:82: WARNING: autosummary: failed to import train.horovod.HorovodConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:93: WARNING: autosummary: failed to import train.xgboost.XGBoostTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:103: WARNING: autosummary: failed to import train.lightgbm.LightGBMTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.CheckpointConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.DataConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.FailureConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.RunConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.ScalingConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:115: WARNING: autosummary: failed to import train.SyncConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:133: WARNING: autosummary: failed to import train.Checkpoint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:142: WARNING: autosummary: failed to import train.get_checkpoint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:142: WARNING: autosummary: failed to import train.get_context
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:142: WARNING: autosummary: failed to import train.get_dataset_shard
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:142: WARNING: autosummary: failed to import train.report
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:155: WARNING: autosummary: failed to import train.Result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:171: WARNING: autosummary: failed to import train.trainer.BaseTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:171: WARNING: autosummary: failed to import train.data_parallel_trainer.DataParallelTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/train/api/api.rst:171: WARNING: autosummary: failed to import train.gbdt_trainer.GBDTTrainer
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:20: WARNING: autosummary: failed to import Callback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:26: WARNING: autosummary: failed to import Callback.setup
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_checkpoint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_experiment_end
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_step_begin
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_step_end
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_complete
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_error
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_restore
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_save
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:36: WARNING: autosummary: failed to import Callback.on_trial_start
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:58: WARNING: autosummary: failed to import Callback.get_state
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/callbacks.rst:58: WARNING: autosummary: failed to import Callback.set_state
WARNING: autodoc: failed to import class 'tune.web_server.TuneClient' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:11: WARNING: autosummary: failed to import Tuner
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:17: WARNING: autosummary: failed to import Tuner.fit
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:17: WARNING: autosummary: failed to import Tuner.get_results
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:27: WARNING: autosummary: failed to import TuneConfig
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:40: WARNING: autosummary: failed to import Tuner.restore
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:40: WARNING: autosummary: failed to import Tuner.can_restore
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:51: WARNING: autosummary: failed to import run_experiments
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/execution.rst:51: WARNING: autosummary: failed to import Experiment
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:13: WARNING: autosummary: failed to import tune.integration.pytorch_lightning.TuneReportCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:13: WARNING: autosummary: failed to import tune.integration.pytorch_lightning.TuneReportCheckpointCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:25: WARNING: autosummary: failed to import tune.integration.xgboost.TuneReportCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:25: WARNING: autosummary: failed to import tune.integration.xgboost.TuneReportCheckpointCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:38: WARNING: autosummary: failed to import tune.integration.lightgbm.TuneReportCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/integration.rst:38: WARNING: autosummary: failed to import tune.integration.lightgbm.TuneReportCheckpointCallback
WARNING: autodoc: failed to import class 'tune.impl.tuner_internal.TunerInternal' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'tune.experiment.trial.Trial' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'tune.trainable.function_trainable.FunctionTrainable' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import function 'tune.trainable.function_trainable.wrap_function' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import function 'tune.register_trainable' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import function 'tune.register_env' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:24: WARNING: autosummary: failed to import tune.logger.LoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:30: WARNING: autosummary: failed to import tune.logger.LoggerCallback.log_trial_start
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:30: WARNING: autosummary: failed to import tune.logger.LoggerCallback.log_trial_restore
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:30: WARNING: autosummary: failed to import tune.logger.LoggerCallback.log_trial_save
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:30: WARNING: autosummary: failed to import tune.logger.LoggerCallback.log_trial_result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:30: WARNING: autosummary: failed to import tune.logger.LoggerCallback.log_trial_end
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:44: WARNING: autosummary: failed to import tune.logger.JsonLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:44: WARNING: autosummary: failed to import tune.logger.CSVLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:44: WARNING: autosummary: failed to import tune.logger.TBXLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:60: WARNING: autosummary: failed to import tune.logger.mlflow.MLflowLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:72: WARNING: autosummary: failed to import tune.logger.wandb.WandbLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:85: WARNING: autosummary: failed to import tune.logger.comet.CometLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/logging.rst:97: WARNING: autosummary: failed to import tune.logger.aim.AimLoggerCallback
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/reporters.rst:97: WARNING: autosummary: failed to import ProgressReporter
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/reporters.rst:103: WARNING: autosummary: failed to import ProgressReporter.report
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/reporters.rst:103: WARNING: autosummary: failed to import ProgressReporter.should_report
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/reporters.rst:114: WARNING: autosummary: failed to import CLIReporter
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/reporters.rst:114: WARNING: autosummary: failed to import JupyterNotebookReporter
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/result_grid.rst:14: WARNING: autosummary: failed to import tune.ResultGrid
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/result_grid.rst:20: WARNING: autosummary: failed to import tune.ResultGrid.get_best_result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/result_grid.rst:20: WARNING: autosummary: failed to import tune.ResultGrid.get_dataframe
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/result_grid.rst:32: WARNING: autosummary: failed to import train.Result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/result_grid.rst:50: WARNING: autosummary: failed to import tune.ExperimentAnalysis
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:73: WARNING: autosummary: failed to import AsyncHyperBandScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:73: WARNING: autosummary: failed to import ASHAScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:89: WARNING: autosummary: failed to import HyperBandScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:138: WARNING: autosummary: failed to import MedianStoppingRule
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:189: WARNING: autosummary: failed to import PopulationBasedTraining
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:224: WARNING: autosummary: failed to import PopulationBasedTrainingReplay
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:278: WARNING: autosummary: failed to import pb2.PB2
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:300: WARNING: autosummary: failed to import HyperBandForBOHB
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:325: WARNING: autosummary: failed to import ResourceChangingScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:325: WARNING: autosummary: failed to import resource_changing_scheduler.DistributeResources
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:325: WARNING: autosummary: failed to import resource_changing_scheduler.DistributeResourcesToTopJob
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:336: WARNING: autosummary: failed to import FIFOScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:345: WARNING: autosummary: failed to import TrialScheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:351: WARNING: autosummary: failed to import TrialScheduler.choose_trial_to_run
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:351: WARNING: autosummary: failed to import TrialScheduler.on_trial_result
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:351: WARNING: autosummary: failed to import TrialScheduler.on_trial_complete
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/schedulers.rst:367: WARNING: autosummary: failed to import create_scheduler
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.uniform
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.quniform
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.loguniform
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.qloguniform
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.randn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.qrandn
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.randint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.qrandint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.lograndint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.qlograndint
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:86: WARNING: autosummary: failed to import tune.choice
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:106: WARNING: autosummary: failed to import tune.grid_search
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/search_space.rst:106: WARNING: autosummary: failed to import tune.sample_from
WARNING: autodoc: failed to import class 'tune.sklearn.TuneGridSearchCV' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
WARNING: autodoc: failed to import class 'tune.sklearn.TuneSearchCV' from module 'ray'; the following exception was raised:
cannot import name 'Result' from partially initialized module 'ray.train' (most likely due to a circular import) (/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/python/ray/train/__init__.py)
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/stoppers.rst:24: WARNING: autosummary: failed to import Stopper
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/stoppers.rst:30: WARNING: autosummary: failed to import Stopper.__call__
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/stoppers.rst:30: WARNING: autosummary: failed to import Stopper.stop_all
/home/docs/checkouts/readthedocs.org/user_builds/anyscale-ray/checkouts/40171/doc/source/tune/api/stoppers.rst:40: WARNING: autosummary: failed to import MaximumIterationStopper
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WARNING: autodoc: failed to import class 'tune.logger.aim.AimLoggerCallback' from module 'ray'; the following exception was raised:
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WARNING: autodoc: failed to import class 'mlflow.MLflowLoggerCallback' from module 'ray.air.integrations'; the following exception was raised:
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WARNING: autodoc: failed to import function 'mlflow.setup_mlflow' from module 'ray.air.integrations'; the following exception was raised:
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WARNING: autodoc: failed to import class 'wandb.WandbLoggerCallback' from module 'ray.air.integrations'; the following exception was raised:
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writing output... [ 13%] data/api/doc/ray.data.Dataset.materialize
writing output... [ 14%] data/api/doc/ray.data.Dataset.max
writing output... [ 14%] data/api/doc/ray.data.Dataset.mean
writing output... [ 14%] data/api/doc/ray.data.Dataset.min
writing output... [ 14%] data/api/doc/ray.data.Dataset.num_blocks
writing output... [ 14%] data/api/doc/ray.data.Dataset.random_sample
writing output... [ 14%] data/api/doc/ray.data.Dataset.random_shuffle
writing output... [ 14%] data/api/doc/ray.data.Dataset.randomize_block_order
writing output... [ 14%] data/api/doc/ray.data.Dataset.repartition
writing output... [ 14%] data/api/doc/ray.data.Dataset.repeat
writing output... [ 14%] data/api/doc/ray.data.Dataset.schema
writing output... [ 14%] data/api/doc/ray.data.Dataset.select_columns
writing output... [ 14%] data/api/doc/ray.data.Dataset.serialize_lineage
writing output... [ 15%] data/api/doc/ray.data.Dataset.show
writing output... [ 15%] data/api/doc/ray.data.Dataset.size_bytes
writing output... [ 15%] data/api/doc/ray.data.Dataset.sort
writing output... [ 15%] data/api/doc/ray.data.Dataset.split
writing output... [ 15%] data/api/doc/ray.data.Dataset.split_at_indices
writing output... [ 15%] data/api/doc/ray.data.Dataset.split_proportionately
writing output... [ 15%] data/api/doc/ray.data.Dataset.stats
writing output... [ 15%] data/api/doc/ray.data.Dataset.std
writing output... [ 15%] data/api/doc/ray.data.Dataset.streaming_split
writing output... [ 15%] data/api/doc/ray.data.Dataset.sum
writing output... [ 15%] data/api/doc/ray.data.Dataset.take
writing output... [ 15%] data/api/doc/ray.data.Dataset.take_all
writing output... [ 16%] data/api/doc/ray.data.Dataset.take_batch
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_arrow_refs
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_dask
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_mars
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_modin
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_numpy_refs
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_pandas
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_pandas_refs
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_random_access_dataset
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_spark
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_tf
writing output... [ 16%] data/api/doc/ray.data.Dataset.to_torch
writing output... [ 16%] data/api/doc/ray.data.Dataset.train_test_split
writing output... [ 17%] data/api/doc/ray.data.Dataset.union
writing output... [ 17%] data/api/doc/ray.data.Dataset.unique
writing output... [ 17%] data/api/doc/ray.data.Dataset.window
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_csv
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_datasource
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_images
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_json
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_mongo
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_numpy
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_parquet
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_sql
writing output... [ 17%] data/api/doc/ray.data.Dataset.write_tfrecords
writing output... [ 18%] data/api/doc/ray.data.Dataset.write_webdataset
writing output... [ 18%] data/api/doc/ray.data.Dataset.zip
writing output... [ 18%] data/api/doc/ray.data.Datasource
writing output... [ 18%] data/api/doc/ray.data.Datasource.__init__
writing output... [ 18%] data/api/doc/ray.data.Datasource.create_reader
writing output... [ 18%] data/api/doc/ray.data.Datasource.do_write
writing output... [ 18%] data/api/doc/ray.data.Datasource.get_name
writing output... [ 18%] data/api/doc/ray.data.Datasource.on_write_complete
writing output... [ 18%] data/api/doc/ray.data.Datasource.on_write_failed
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writing output... [ 18%] data/api/doc/ray.data.Datasource.prepare_read
writing output... [ 18%] data/api/doc/ray.data.Datasource.write
writing output... [ 19%] data/api/doc/ray.data.ExecutionOptions
writing output... [ 19%] data/api/doc/ray.data.ExecutionResources
writing output... [ 19%] data/api/doc/ray.data.ReadTask
writing output... [ 19%] data/api/doc/ray.data.aggregate.AbsMax
writing output... [ 19%] data/api/doc/ray.data.aggregate.AggregateFn
writing output... [ 19%] data/api/doc/ray.data.aggregate.AggregateFn.__init__
writing output... [ 19%] data/api/doc/ray.data.aggregate.Count
writing output... [ 19%] data/api/doc/ray.data.aggregate.Max
writing output... [ 19%] data/api/doc/ray.data.aggregate.Mean
writing output... [ 19%] data/api/doc/ray.data.aggregate.Std
writing output... [ 19%] data/api/doc/ray.data.aggregate.Sum
writing output... [ 19%] data/api/doc/ray.data.block.Block
writing output... [ 19%] data/api/doc/ray.data.block.BlockAccessor
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.__init__
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.aggregate_combined_blocks
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.batch_to_block
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.builder
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.combine
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.for_block
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.get_metadata
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.iter_rows
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.merge_sorted_blocks
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.num_rows
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.random_shuffle
writing output... [ 20%] data/api/doc/ray.data.block.BlockAccessor.sample
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.schema
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.select
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.size_bytes
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.slice
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.sort_and_partition
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.take
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_arrow
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_batch_format
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_block
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_default
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_numpy
writing output... [ 21%] data/api/doc/ray.data.block.BlockAccessor.to_pandas
writing output... [ 22%] data/api/doc/ray.data.block.BlockAccessor.zip
writing output... [ 22%] data/api/doc/ray.data.block.BlockExecStats
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata.exec_stats
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata.input_files
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata.num_rows
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata.schema
writing output... [ 22%] data/api/doc/ray.data.block.BlockMetadata.size_bytes
writing output... [ 22%] data/api/doc/ray.data.datasource.BaseFileMetadataProvider
writing output... [ 22%] data/api/doc/ray.data.datasource.BaseFileMetadataProvider.__init__
writing output... [ 22%] data/api/doc/ray.data.datasource.BaseFileMetadataProvider.expand_paths
writing output... [ 22%] data/api/doc/ray.data.datasource.BlockWritePathProvider
writing output... [ 22%] data/api/doc/ray.data.datasource.BlockWritePathProvider.__init__
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultBlockWritePathProvider
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultBlockWritePathProvider.__init__
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultFileMetadataProvider
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultFileMetadataProvider.__init__
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultParquetMetadataProvider
writing output... [ 23%] data/api/doc/ray.data.datasource.DefaultParquetMetadataProvider.__init__
writing output... [ 23%] data/api/doc/ray.data.datasource.FastFileMetadataProvider
writing output... [ 23%] data/api/doc/ray.data.datasource.FastFileMetadataProvider.__init__
writing output... [ 23%] data/api/doc/ray.data.datasource.FileExtensionFilter
writing output... [ 23%] data/api/doc/ray.data.datasource.FileExtensionFilter.of
writing output... [ 23%] data/api/doc/ray.data.datasource.FileExtensionFilter.parser
writing output... [ 23%] data/api/doc/ray.data.datasource.FileMetadataProvider
writing output... [ 24%] data/api/doc/ray.data.datasource.FileMetadataProvider.__init__
writing output... [ 24%] data/api/doc/ray.data.datasource.ParquetMetadataProvider
writing output... [ 24%] data/api/doc/ray.data.datasource.ParquetMetadataProvider.__init__
writing output... [ 24%] data/api/doc/ray.data.datasource.ParquetMetadataProvider.prefetch_file_metadata
writing output... [ 24%] data/api/doc/ray.data.datasource.PartitionStyle
writing output... [ 24%] data/api/doc/ray.data.datasource.PartitionStyle.DIRECTORY
writing output... [ 24%] data/api/doc/ray.data.datasource.PartitionStyle.HIVE
writing output... [ 24%] data/api/doc/ray.data.datasource.Partitioning
writing output... [ 24%] data/api/doc/ray.data.datasource.Partitioning.base_dir
writing output... [ 24%] data/api/doc/ray.data.datasource.Partitioning.field_names
writing output... [ 24%] data/api/doc/ray.data.datasource.Partitioning.filesystem
writing output... [ 24%] data/api/doc/ray.data.datasource.Partitioning.normalized_base_dir
writing output... [ 25%] data/api/doc/ray.data.datasource.Partitioning.resolved_filesystem
writing output... [ 25%] data/api/doc/ray.data.datasource.Partitioning.style
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionFilter
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionFilter.__init__
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionFilter.of
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionFilter.parser
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionParser
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionParser.__init__
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionParser.of
writing output... [ 25%] data/api/doc/ray.data.datasource.PathPartitionParser.scheme
writing output... [ 25%] data/api/doc/ray.data.datasource.Reader
writing output... [ 25%] data/api/doc/ray.data.datasource.Reader.__init__
writing output... [ 25%] data/api/doc/ray.data.datasource.Reader.estimate_inmemory_data_size
writing output... [ 26%] data/api/doc/ray.data.datasource.Reader.get_read_tasks
writing output... [ 26%] data/api/doc/ray.data.from_arrow
writing output... [ 26%] data/api/doc/ray.data.from_arrow_refs
writing output... [ 26%] data/api/doc/ray.data.from_dask
writing output... [ 26%] data/api/doc/ray.data.from_huggingface
writing output... [ 26%] data/api/doc/ray.data.from_items
writing output... [ 26%] data/api/doc/ray.data.from_mars
writing output... [ 26%] data/api/doc/ray.data.from_modin
writing output... [ 26%] data/api/doc/ray.data.from_numpy
writing output... [ 26%] data/api/doc/ray.data.from_numpy_refs
writing output... [ 26%] data/api/doc/ray.data.from_pandas
writing output... [ 26%] data/api/doc/ray.data.from_pandas_refs
writing output... [ 27%] data/api/doc/ray.data.from_spark
writing output... [ 27%] data/api/doc/ray.data.from_tf
writing output... [ 27%] data/api/doc/ray.data.from_torch
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.__init__
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.aggregate
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.count
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.map_groups
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.max
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.mean
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.min
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.std
writing output... [ 27%] data/api/doc/ray.data.grouped_data.GroupedData.sum
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.__init__
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.deserialize
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.fit
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.fit_transform
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.preferred_batch_format
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.serialize
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.transform
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.transform_batch
writing output... [ 28%] data/api/doc/ray.data.preprocessor.Preprocessor.transform_stats
writing output... [ 28%] data/api/doc/ray.data.preprocessors.Categorizer
writing output... [ 28%] data/api/doc/ray.data.preprocessors.Categorizer.deserialize
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.fit
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.fit_transform
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.preferred_batch_format
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.serialize
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.transform
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.transform_batch
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Categorizer.transform_stats
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Concatenator
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Concatenator.deserialize
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Concatenator.fit
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Concatenator.fit_transform
writing output... [ 29%] data/api/doc/ray.data.preprocessors.Concatenator.preferred_batch_format
writing output... [ 30%] data/api/doc/ray.data.preprocessors.Concatenator.serialize
writing output... [ 30%] data/api/doc/ray.data.preprocessors.Concatenator.transform
writing output... [ 30%] data/api/doc/ray.data.preprocessors.Concatenator.transform_batch
writing output... [ 30%] data/api/doc/ray.data.preprocessors.Concatenator.transform_stats
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.deserialize
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.fit
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.fit_transform
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.preferred_batch_format
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.serialize
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.transform
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.transform_batch
writing output... [ 30%] data/api/doc/ray.data.preprocessors.CustomKBinsDiscretizer.transform_stats
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.deserialize
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.fit
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.fit_transform
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.preferred_batch_format
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.serialize
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.transform
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.transform_batch
writing output... [ 31%] data/api/doc/ray.data.preprocessors.LabelEncoder.transform_stats
writing output... [ 31%] data/api/doc/ray.data.preprocessors.MaxAbsScaler
writing output... [ 31%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.deserialize
writing output... [ 31%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.fit
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.fit_transform
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.preferred_batch_format
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.serialize
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.transform
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.transform_batch
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MaxAbsScaler.transform_stats
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler.deserialize
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler.fit
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler.fit_transform
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler.preferred_batch_format
writing output... [ 32%] data/api/doc/ray.data.preprocessors.MinMaxScaler.serialize
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MinMaxScaler.transform
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MinMaxScaler.transform_batch
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MinMaxScaler.transform_stats
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.deserialize
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.fit
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.fit_transform
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.preferred_batch_format
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.serialize
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.transform
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.transform_batch
writing output... [ 33%] data/api/doc/ray.data.preprocessors.MultiHotEncoder.transform_stats
writing output... [ 33%] data/api/doc/ray.data.preprocessors.Normalizer
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.deserialize
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.fit
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.fit_transform
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.preferred_batch_format
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.serialize
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.transform
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.transform_batch
writing output... [ 34%] data/api/doc/ray.data.preprocessors.Normalizer.transform_stats
writing output... [ 34%] data/api/doc/ray.data.preprocessors.OneHotEncoder
writing output... [ 34%] data/api/doc/ray.data.preprocessors.OneHotEncoder.deserialize
writing output... [ 34%] data/api/doc/ray.data.preprocessors.OneHotEncoder.fit
writing output... [ 34%] data/api/doc/ray.data.preprocessors.OneHotEncoder.fit_transform
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OneHotEncoder.preferred_batch_format
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OneHotEncoder.serialize
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OneHotEncoder.transform
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OneHotEncoder.transform_batch
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OneHotEncoder.transform_stats
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.deserialize
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.fit
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.fit_transform
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.preferred_batch_format
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.serialize
writing output... [ 35%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.transform
writing output... [ 36%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.transform_batch
writing output... [ 36%] data/api/doc/ray.data.preprocessors.OrdinalEncoder.transform_stats
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.deserialize
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.fit
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.fit_transform
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.preferred_batch_format
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.serialize
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.transform
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.transform_batch
writing output... [ 36%] data/api/doc/ray.data.preprocessors.PowerTransformer.transform_stats
writing output... [ 36%] data/api/doc/ray.data.preprocessors.RobustScaler
writing output... [ 36%] data/api/doc/ray.data.preprocessors.RobustScaler.deserialize
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.fit
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.fit_transform
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.preferred_batch_format
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.serialize
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.transform
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.transform_batch
writing output... [ 37%] data/api/doc/ray.data.preprocessors.RobustScaler.transform_stats
writing output... [ 37%] data/api/doc/ray.data.preprocessors.SimpleImputer
writing output... [ 37%] data/api/doc/ray.data.preprocessors.SimpleImputer.deserialize
writing output... [ 37%] data/api/doc/ray.data.preprocessors.SimpleImputer.fit
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